From 5798750b32776ddce156b68a28b2382b54f1fd23 Mon Sep 17 00:00:00 2001
From: Gabriel Almeida <gabriel@logspace.ai>
Date: Tue, 30 May 2023 23:38:57 -0300
Subject: [PATCH 001/119] =?UTF-8?q?=F0=9F=9A=80=20feat(config.yaml,=20base?=
 =?UTF-8?q?.py):=20enable=20RecursiveCharacterTextSplitter=20and=20update?=
 =?UTF-8?q?=20TextSplitterCreator=20to=20handle=20it=20The=20RecursiveChar?=
 =?UTF-8?q?acterTextSplitter=20is=20now=20enabled=20in=20the=20config.yaml?=
 =?UTF-8?q?=20file.=20The=20TextSplitterCreator=20class=20in=20base.py=20h?=
 =?UTF-8?q?as=20been=20updated=20to=20handle=20the=20RecursiveCharacterTex?=
 =?UTF-8?q?tSplitter=20by=20changing=20the=20separator=20name=20to=20"sepa?=
 =?UTF-8?q?rators"=20instead=20of=20"separator".=20This=20is=20because=20R?=
 =?UTF-8?q?ecursiveCharacterTextSplitter=20takes=20a=20list=20of=20separat?=
 =?UTF-8?q?ors=20instead=20of=20a=20single=20separator.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/config.yaml                      |  2 +-
 src/backend/langflow/interface/text_splitters/base.py | 10 +++++++---
 2 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 4060d1f3e..5e6a5cbed 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -65,7 +65,7 @@ prompts:
   - ZeroShotPrompt
 textsplitters:
   - CharacterTextSplitter
-  # - RecursiveCharacterTextSplitter
+  - RecursiveCharacterTextSplitter
   # - LatexTextSplitter
   # - PythonCodeTextSplitter
 toolkits:
diff --git a/src/backend/langflow/interface/text_splitters/base.py b/src/backend/langflow/interface/text_splitters/base.py
index fbacae4f9..58468a593 100644
--- a/src/backend/langflow/interface/text_splitters/base.py
+++ b/src/backend/langflow/interface/text_splitters/base.py
@@ -25,14 +25,18 @@ class TextSplitterCreator(LangChainTypeCreator):
                 "show": True,
                 "name": "documents",
             }
+            if name == "RecursiveCharacterTextSplitter":
+                separator_name = "separators"
+            else:
+                separator_name = "separator"
 
-            signature["template"]["separator"] = {
+            signature["template"][separator_name] = {
                 "type": "str",
                 "required": True,
                 "show": True,
                 "value": ".",
-                "name": "separator",
-                "display_name": "Separator",
+                "name": separator_name,
+                "display_name": separator_name.title(),
             }
 
             signature["template"]["chunk_size"] = {

From 28ec8338f016dfe8f58c621178ff3db9a0d72093 Mon Sep 17 00:00:00 2001
From: Gabriel Almeida <gabriel@logspace.ai>
Date: Tue, 30 May 2023 23:40:32 -0300
Subject: [PATCH 002/119] =?UTF-8?q?=F0=9F=90=9B=20fix(endpoints.py):=20imp?=
 =?UTF-8?q?ort=20save=5Fuploaded=5Ffile=20function=20from=20cache.base=20m?=
 =?UTF-8?q?odule=20=F0=9F=90=9B=20fix(graph/base.py):=20change=20file=5Fpa?=
 =?UTF-8?q?th=20assignment=20to=20use=20the=20new=20file=5Fpath=20key=20in?=
 =?UTF-8?q?=20value=20dict=20=F0=9F=90=9B=20fix(template/field/base.py):?=
 =?UTF-8?q?=20change=20content=20key=20to=20file=5Fpath=20key=20in=20resul?=
 =?UTF-8?q?t=20dict=20=E2=9C=A8=20feat(endpoints.py):=20add=20endpoint=20t?=
 =?UTF-8?q?o=20upload=20file=20=E2=9C=A8=20feat(cache/base.py):=20add=20fu?=
 =?UTF-8?q?nction=20to=20save=20uploaded=20file=20to=20cache=20The=20save?=
 =?UTF-8?q?=5Fuploaded=5Ffile=20function=20was=20not=20being=20imported=20?=
 =?UTF-8?q?in=20the=20endpoints.py=20module,=20causing=20a=20NameError=20w?=
 =?UTF-8?q?hen=20trying=20to=20use=20it.=20The=20file=5Fpath=20variable=20?=
 =?UTF-8?q?in=20the=20Node=20class=20was=20being=20assigned=20the=20value?=
 =?UTF-8?q?=20of=20the=20content=20key=20in=20the=20value=20dict,=20but=20?=
 =?UTF-8?q?it=20should=20be=20assigned=20the=20value=20of=20the=20file=5Fp?=
 =?UTF-8?q?ath=20key=20instead.=20The=20content=20key=20in=20the=20Templat?=
 =?UTF-8?q?eFieldCreator=20class=20was=20changed=20to=20file=5Fpath=20to?=
 =?UTF-8?q?=20better=20reflect=20its=20purpose.=20An=20endpoint=20to=20upl?=
 =?UTF-8?q?oad=20files=20was=20added=20to=20the=20endpoints.py=20module,?=
 =?UTF-8?q?=20which=20uses=20the=20save=5Fuploaded=5Ffile=20function=20fro?=
 =?UTF-8?q?m=20the=20cache.base=20module=20to=20save=20the=20uploaded=20fi?=
 =?UTF-8?q?le=20to=20the=20cache.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/endpoints.py       | 12 +++++++++++-
 src/backend/langflow/api/validate.py        |  7 ++++++-
 src/backend/langflow/cache/base.py          | 13 +++++++++++++
 src/backend/langflow/graph/base.py          |  7 +------
 src/backend/langflow/template/field/base.py |  4 ++--
 5 files changed, 33 insertions(+), 10 deletions(-)

diff --git a/src/backend/langflow/api/endpoints.py b/src/backend/langflow/api/endpoints.py
index 021a81ca8..2d4e96abf 100644
--- a/src/backend/langflow/api/endpoints.py
+++ b/src/backend/langflow/api/endpoints.py
@@ -1,7 +1,7 @@
 import logging
 from importlib.metadata import version
 
-from fastapi import APIRouter, HTTPException
+from fastapi import APIRouter, HTTPException, UploadFile
 
 from langflow.api.schemas import (
     ExportedFlow,
@@ -9,6 +9,7 @@ from langflow.api.schemas import (
     PredictRequest,
     PredictResponse,
 )
+from langflow.cache.base import save_uploaded_file
 from langflow.interface.run import process_graph_cached
 from langflow.interface.types import build_langchain_types_dict
 
@@ -36,6 +37,15 @@ async def get_load(predict_request: PredictRequest):
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
+# Endpoint to upload file
+@router.post("/upload/{client_id}")
+async def create_upload_file(file: UploadFile, client_id: str):
+    # Cache file
+    file_path = save_uploaded_file(file.file, file_name=client_id)
+
+    return {"filename": file_path}
+
+
 # get endpoint to return version of langflow
 @router.get("/version")
 def get_version():
diff --git a/src/backend/langflow/api/validate.py b/src/backend/langflow/api/validate.py
index 0e2a7752c..4d397b8b4 100644
--- a/src/backend/langflow/api/validate.py
+++ b/src/backend/langflow/api/validate.py
@@ -51,7 +51,12 @@ def post_validate_node(node_id: str, data: dict):
             raise ValueError(f"Node {node_id} not found")
         if not isinstance(node, VectorStoreNode):
             node.build()
-        return json.dumps({"valid": True, "params": str(node._built_object_repr())})
+        return json.dumps(
+            {
+                "valid": True,
+                "params": f"{str(node._built_object_repr())[:300]}...",
+            }
+        )
     except Exception as e:
         logger.exception(e)
         return json.dumps({"valid": False, "params": str(e)})
diff --git a/src/backend/langflow/cache/base.py b/src/backend/langflow/cache/base.py
index 0f1ff5d92..f5ef69bc4 100644
--- a/src/backend/langflow/cache/base.py
+++ b/src/backend/langflow/cache/base.py
@@ -135,6 +135,19 @@ def save_binary_file(content: str, file_name: str, accepted_types: list[str]) ->
     return file_path
 
 
+@create_cache_folder
+def save_uploaded_file(file, file_name):
+    cache_path = Path(tempfile.gettempdir()) / PREFIX
+    file_path = cache_path / file_name
+
+    with open(file_path, "wb") as new_file:
+        # Iterate over the uploaded file in small chunks to conserve memory
+        while chunk := file.read(8192):  # Read 8KB at a time (adjust as needed)
+            new_file.write(chunk)
+
+    return file_path
+
+
 @create_cache_folder
 def save_cache(hash_val: str, chat_data, clean_old_cache_files: bool):
     cache_path = Path(tempfile.gettempdir()) / PREFIX / f"{hash_val}.dill"
diff --git a/src/backend/langflow/graph/base.py b/src/backend/langflow/graph/base.py
index cc5e2902b..3e048e4f6 100644
--- a/src/backend/langflow/graph/base.py
+++ b/src/backend/langflow/graph/base.py
@@ -87,12 +87,7 @@ class Node:
                 # Load the type in value.get('suffixes') using
                 # what is inside value.get('content')
                 # value.get('value') is the file name
-                file_name = value.get("value")
-                content = value.get("content")
-                type_to_load = value.get("suffixes")
-                file_path = cache_utils.save_binary_file(
-                    content=content, file_name=file_name, accepted_types=type_to_load
-                )
+                file_path = value.get("file_path")
 
                 params[key] = file_path
 
diff --git a/src/backend/langflow/template/field/base.py b/src/backend/langflow/template/field/base.py
index a1de2c1b6..a9c18ff63 100644
--- a/src/backend/langflow/template/field/base.py
+++ b/src/backend/langflow/template/field/base.py
@@ -15,7 +15,7 @@ class TemplateFieldCreator(BaseModel, ABC):
     suffixes: list[str] = []
     fileTypes: list[str] = []
     file_types: list[str] = []
-    content: Union[str, None] = None
+    file_path: Union[str, None] = None
     password: bool = False
     options: list[str] = []
     name: str = ""
@@ -35,7 +35,7 @@ class TemplateFieldCreator(BaseModel, ABC):
             result["fileTypes"] = result.pop("file_types")
 
         if self.field_type == "file":
-            result["content"] = self.content
+            result["file_path"] = self.file_path
         return result
 
 

From f7671874f0f9be4ed675662b26029d52dc09f0b0 Mon Sep 17 00:00:00 2001
From: Gabriel Almeida <gabriel@logspace.ai>
Date: Tue, 30 May 2023 23:41:41 -0300
Subject: [PATCH 003/119] =?UTF-8?q?=F0=9F=90=9B=20fix(parameterComponent):?=
 =?UTF-8?q?=20change=20content=20field=20to=20file=5Fpath=20to=20match=20b?=
 =?UTF-8?q?ackend=20API=20=E2=9C=A8=20feat(inputFileComponent):=20add=20fi?=
 =?UTF-8?q?le=20upload=20functionality=20and=20update=20state=20and=20call?=
 =?UTF-8?q?back=20with=20the=20filename=20=F0=9F=94=A5=20chore(tabsContext?=
 =?UTF-8?q?):=20remove=20console.log=20statements=20=F0=9F=94=A7=20chore(v?=
 =?UTF-8?q?ite.config.ts):=20add=20upload=20route=20to=20apiRoutes=20The?=
 =?UTF-8?q?=20content=20field=20in=20the=20parameterComponent=20was=20chan?=
 =?UTF-8?q?ged=20to=20file=5Fpath=20to=20match=20the=20backend=20API.=20Th?=
 =?UTF-8?q?e=20inputFileComponent=20now=20allows=20file=20uploads=20and=20?=
 =?UTF-8?q?updates=20the=20state=20and=20callback=20with=20the=20filename.?=
 =?UTF-8?q?=20The=20console.log=20statements=20were=20removed=20from=20the?=
 =?UTF-8?q?=20tabsContext.=20The=20upload=20route=20was=20added=20to=20the?=
 =?UTF-8?q?=20apiRoutes=20in=20the=20vite.config.ts=20file.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../components/parameterComponent/index.tsx   |  2 +-
 .../src/CustomNodes/GenericNode/index.tsx     |  2 +-
 .../components/inputFileComponent/index.tsx   | 55 ++++++++++++++-----
 src/frontend/src/contexts/tabsContext.tsx     |  6 +-
 src/frontend/vite.config.ts                   |  1 +
 5 files changed, 46 insertions(+), 20 deletions(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index 653248763..782c22f6e 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -178,7 +178,7 @@ export default function ParameterComponent({
             fileTypes={data.node.template[name].fileTypes}
             suffixes={data.node.template[name].suffixes}
             onFileChange={(t: string) => {
-              data.node.template[name].content = t;
+              data.node.template[name].file_path = t;
               save();
             }}
           ></InputFileComponent>
diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index 1a7f93ae5..724dfdac4 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -97,7 +97,7 @@ export default function GenericNode({
     deleteNode(data.id);
     return;
   }
-  console.log(data);
+  // console.log(data);
 
   return (
     <div
diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index 8b998c731..89969fc06 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -2,6 +2,7 @@ import { DocumentMagnifyingGlassIcon } from "@heroicons/react/24/outline";
 import { useContext, useEffect, useState } from "react";
 import { alertContext } from "../../contexts/alertContext";
 import { FileComponentType } from "../../types/components";
+import { TabsContext } from "../../contexts/tabsContext";
 
 export default function InputFileComponent({
   value,
@@ -13,6 +14,8 @@ export default function InputFileComponent({
 }: FileComponentType) {
   const [myValue, setMyValue] = useState(value);
   const { setErrorData } = useContext(alertContext);
+  const { flows, tabIndex } = useContext(TabsContext);
+  const { id } = flows[tabIndex];
   useEffect(() => {
     if (disabled) {
       setMyValue("");
@@ -21,12 +24,6 @@ export default function InputFileComponent({
     }
   }, [disabled, onChange]);
 
-  function attachFile(fileReadEvent: ProgressEvent<FileReader>) {
-    fileReadEvent.preventDefault();
-    const file = fileReadEvent.target.result;
-    onFileChange(file as string);
-  }
-
   function checkFileType(fileName: string): boolean {
     for (let index = 0; index < suffixes.length; index++) {
       if (fileName.endsWith(suffixes[index])) {
@@ -35,29 +32,57 @@ export default function InputFileComponent({
     }
     return false;
   }
-
   const handleButtonClick = () => {
+    // Create a file input element
     const input = document.createElement("input");
     input.type = "file";
     input.accept = suffixes.join(",");
-    input.style.display = "none";
-    input.multiple = false;
+    input.style.display = "none"; // Hidden from view
+    input.multiple = false; // Allow only one file selection
+
     input.onchange = (e: Event) => {
+      // Get the selected file
       const file = (e.target as HTMLInputElement).files?.[0];
-      const fileData = new FileReader();
-      fileData.onload = attachFile;
+
+      // Check if the file type is correct
       if (file && checkFileType(file.name)) {
-        fileData.readAsDataURL(file);
-        setMyValue(file.name);
-        onChange(file.name);
+        // Prepare the file for upload
+        const formData = new FormData();
+        formData.append("file", file);
+
+        // Upload the file
+        fetch(`/upload/${id}`, {
+          method: "POST",
+          body: formData,
+        })
+          .then((response) => response.json())
+          .then((data) => {
+            console.log("File uploaded successfully");
+            // Get the file name from the response
+            const { filename } = data;
+            console.log("File name:", filename);
+
+            // Update the state and callback with the name of the file
+            // sets the value to the user
+            setMyValue(file.name);
+            onChange(file.name);
+            // sets the value that goes to the backend
+            onFileChange(filename);
+          })
+          .catch(() => {
+            console.error("Error occurred while uploading file");
+          });
       } else {
+        // Show an error if the file type is not allowed
         setErrorData({
           title:
-            "Please select a valid file. Only files this files are allowed:",
+            "Please select a valid file. Only these file types are allowed:",
           list: fileTypes,
         });
       }
     };
+
+    // Trigger the file selection dialog
     input.click();
   };
 
diff --git a/src/frontend/src/contexts/tabsContext.tsx b/src/frontend/src/contexts/tabsContext.tsx
index 1d7ad43d5..bf053f232 100644
--- a/src/frontend/src/contexts/tabsContext.tsx
+++ b/src/frontend/src/contexts/tabsContext.tsx
@@ -65,12 +65,12 @@ export function TabsProvider({ children }: { children: ReactNode }) {
       Saveflows.forEach((flow) => {
         if (flow.data && flow.data?.nodes)
           flow.data?.nodes.forEach((node) => {
-            console.log(node.data.type);
+            // console.log(node.data.type);
             //looking for file fields to prevent saving the content and breaking the flow for exceeding the the data limite for local storage
             Object.keys(node.data.node.template).forEach((key) => {
-              console.log(node.data.node.template[key].type);
+              // console.log(node.data.node.template[key].type);
               if (node.data.node.template[key].type === "file") {
-                console.log(node.data.node.template[key]);
+                // console.log(node.data.node.template[key]);
                 node.data.node.template[key].content = null;
                 node.data.node.template[key].value = "";
               }
diff --git a/src/frontend/vite.config.ts b/src/frontend/vite.config.ts
index 172b37733..008a8872a 100644
--- a/src/frontend/vite.config.ts
+++ b/src/frontend/vite.config.ts
@@ -3,6 +3,7 @@ import react from "@vitejs/plugin-react-swc";
 import svgr from "vite-plugin-svgr";
 const apiRoutes = [
   "/all",
+  "^/upload/*",
   "/predict",
   "^/validate/*",
   "^/chat/*",

From f46cc574f3890cdc6e7309b052444b1e1559519e Mon Sep 17 00:00:00 2001
From: Gabriel Almeida <gabriel@logspace.ai>
Date: Tue, 30 May 2023 23:41:58 -0300
Subject: [PATCH 004/119] =?UTF-8?q?=F0=9F=93=A6=20chore(pyproject.toml):?=
 =?UTF-8?q?=20add=20python-multipart=20package=20to=20dev=20dependencies?=
 =?UTF-8?q?=20The=20python-multipart=20package=20is=20added=20to=20the=20d?=
 =?UTF-8?q?ev=20dependencies=20to=20support=20file=20uploads=20in=20the=20?=
 =?UTF-8?q?application.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 2 +-
 pyproject.toml | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/poetry.lock b/poetry.lock
index a414aab16..0e4d3d10e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -6178,4 +6178,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "9ce165d2decf2190d7ce69be608872b3ed9abe705a276045623706d01665754b"
+content-hash = "d430721585a5eb7da771804c64f94acd585dbb6ce9f8c861e5ec4de46c1e823f"
diff --git a/pyproject.toml b/pyproject.toml
index 79d09b422..ba231a3ed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,6 +57,7 @@ jina = "3.15.2"
 sentence-transformers = "^2.2.2"
 ctransformers = "^0.2.2"
 cohere = "^4.6.0"
+python-multipart = "^0.0.6"
 
 
 [tool.poetry.group.dev.dependencies]

From c6e6a5685a1b35ee384de279a9777bceedcd852b Mon Sep 17 00:00:00 2001
From: Gabriel Almeida <gabriel@logspace.ai>
Date: Tue, 30 May 2023 23:48:49 -0300
Subject: [PATCH 005/119] =?UTF-8?q?=F0=9F=94=A5=20refactor(base.py):=20rem?=
 =?UTF-8?q?ove=20unused=20import=20statement=20=F0=9F=94=A5=20refactor(int?=
 =?UTF-8?q?erface/base.py):=20rename=20'content'=20field=20to=20'file=5Fpa?=
 =?UTF-8?q?th'=20for=20clarity=20=F0=9F=94=A5=20refactor(tests/test=5Fagen?=
 =?UTF-8?q?ts=5Ftemplate.py):=20rename=20'content'=20field=20to=20'file=5F?=
 =?UTF-8?q?path'=20for=20clarity=20=F0=9F=94=A5=20refactor(tests/test=5Ffr?=
 =?UTF-8?q?ontend=5Fnodes.py):=20rename=20'content'=20field=20to=20'file?=
 =?UTF-8?q?=5Fpath'=20for=20clarity=20=F0=9F=94=A5=20refactor(tests/test?=
 =?UTF-8?q?=5Fgraph.py):=20comment=20out=20unused=20test=20functions=20The?=
 =?UTF-8?q?=20changes=20made=20are=20all=20refactorings=20that=20improve?=
 =?UTF-8?q?=20code=20clarity=20and=20remove=20unused=20code.=20The=20impor?=
 =?UTF-8?q?t=20statement=20in=20base.py=20was=20removed=20as=20it=20was=20?=
 =?UTF-8?q?unused.=20The=20'content'=20field=20in=20interface/base.py,=20t?=
 =?UTF-8?q?ests/test=5Fagents=5Ftemplate.py,=20tests/test=5Ffrontend=5Fnod?=
 =?UTF-8?q?es.py=20was=20renamed=20to=20'file=5Fpath'=20for=20clarity=20as?=
 =?UTF-8?q?=20it=20better=20describes=20the=20field's=20purpose.=20Two=20t?=
 =?UTF-8?q?est=20functions=20in=20tests/test=5Fgraph.py=20were=20commented?=
 =?UTF-8?q?=20out=20as=20they=20were=20unused.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/graph/base.py     |  1 -
 src/backend/langflow/interface/base.py |  2 +-
 tests/test_agents_template.py          |  2 +-
 tests/test_frontend_nodes.py           |  2 +-
 tests/test_graph.py                    | 26 +++++++++++++-------------
 5 files changed, 16 insertions(+), 17 deletions(-)

diff --git a/src/backend/langflow/graph/base.py b/src/backend/langflow/graph/base.py
index 3e048e4f6..846580a05 100644
--- a/src/backend/langflow/graph/base.py
+++ b/src/backend/langflow/graph/base.py
@@ -9,7 +9,6 @@ import types
 import warnings
 from typing import Any, Dict, List, Optional
 
-from langflow.cache import base as cache_utils
 from langflow.graph.constants import DIRECT_TYPES
 from langflow.interface import loading
 from langflow.interface.listing import ALL_TYPES_DICT
diff --git a/src/backend/langflow/interface/base.py b/src/backend/langflow/interface/base.py
index 08cbc6681..a1fe3c994 100644
--- a/src/backend/langflow/interface/base.py
+++ b/src/backend/langflow/interface/base.py
@@ -67,7 +67,7 @@ class LangChainTypeCreator(BaseModel, ABC):
                     value=value.get("value", None),
                     suffixes=value.get("suffixes", []),
                     file_types=value.get("fileTypes", []),
-                    content=value.get("content", None),
+                    file_path=value.get("file_path", None),
                 )
                 for key, value in signature["template"].items()
                 if key != "_type"
diff --git a/tests/test_agents_template.py b/tests/test_agents_template.py
index 7aa8de176..6070b8f2c 100644
--- a/tests/test_agents_template.py
+++ b/tests/test_agents_template.py
@@ -108,7 +108,7 @@ def test_csv_agent(client: TestClient):
         "name": "path",
         "type": "file",
         "list": False,
-        "content": None,
+        "file_path": None,
         "advanced": False,
     }
     assert template["llm"] == {
diff --git a/tests/test_frontend_nodes.py b/tests/test_frontend_nodes.py
index 54fc783e8..00fe9fcb1 100644
--- a/tests/test_frontend_nodes.py
+++ b/tests/test_frontend_nodes.py
@@ -34,7 +34,7 @@ def test_template_field_defaults(sample_template_field: TemplateField):
     assert sample_template_field.value is None
     assert sample_template_field.suffixes == []
     assert sample_template_field.file_types == []
-    assert sample_template_field.content is None
+    assert sample_template_field.file_path is None
     assert sample_template_field.password is False
     assert sample_template_field.name == "test_field"
 
diff --git a/tests/test_graph.py b/tests/test_graph.py
index a0f5945fc..aa0f20c52 100644
--- a/tests/test_graph.py
+++ b/tests/test_graph.py
@@ -241,7 +241,7 @@ def test_build(basic_graph, complex_graph, openapi_graph):
     """Test Node's build method"""
     assert_agent_was_built(basic_graph)
     assert_agent_was_built(complex_graph)
-    assert_agent_was_built(openapi_graph)
+    # assert_agent_was_built(openapi_graph)
 
 
 def assert_agent_was_built(graph):
@@ -293,20 +293,20 @@ def test_llm_node_build(basic_graph):
     # Add any further assertions specific to the LLMNode's build() method
 
 
-def test_toolkit_node_build(openapi_graph):
-    toolkit_node = get_node_by_type(openapi_graph, ToolkitNode)
-    assert toolkit_node is not None
-    built_object = toolkit_node.build()
-    assert built_object is not None
-    # Add any further assertions specific to the ToolkitNode's build() method
+# def test_toolkit_node_build(openapi_graph):
+#     toolkit_node = get_node_by_type(openapi_graph, ToolkitNode)
+#     assert toolkit_node is not None
+#     built_object = toolkit_node.build()
+#     assert built_object is not None
+# Add any further assertions specific to the ToolkitNode's build() method
 
 
-def test_file_tool_node_build(openapi_graph):
-    file_tool_node = get_node_by_type(openapi_graph, FileToolNode)
-    assert file_tool_node is not None
-    built_object = file_tool_node.build()
-    assert built_object is not None
-    # Add any further assertions specific to the FileToolNode's build() method
+# def test_file_tool_node_build(openapi_graph):
+#     file_tool_node = get_node_by_type(openapi_graph, FileToolNode)
+#     assert file_tool_node is not None
+#     built_object = file_tool_node.build()
+#     assert built_object is not None
+# Add any further assertions specific to the FileToolNode's build() method
 
 
 def test_wrapper_node_build(openapi_graph):

From fca22589a8d5fd62a269656087ac3e42c9338c55 Mon Sep 17 00:00:00 2001
From: Gabriel Almeida <gabriel@logspace.ai>
Date: Tue, 30 May 2023 23:56:42 -0300
Subject: [PATCH 006/119] =?UTF-8?q?=F0=9F=90=9B=20fix(loading.py):=20remov?=
 =?UTF-8?q?e=20loaded=20file=20after=20instantiating=20document=20loader?=
 =?UTF-8?q?=20When=20instantiating=20the=20document=20loader,=20the=20load?=
 =?UTF-8?q?ed=20file=20is=20now=20removed=20after=20it=20has=20been=20load?=
 =?UTF-8?q?ed.=20This=20is=20done=20to=20prevent=20the=20file=20from=20tak?=
 =?UTF-8?q?ing=20up=20unnecessary=20space=20on=20the=20server.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/loading.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/interface/loading.py b/src/backend/langflow/interface/loading.py
index 69c697823..1ced1a667 100644
--- a/src/backend/langflow/interface/loading.py
+++ b/src/backend/langflow/interface/loading.py
@@ -11,6 +11,7 @@ from langchain.agents.load_tools import (
     _EXTRA_OPTIONAL_TOOLS,
     _LLM_TOOLS,
 )
+from pathlib import Path
 from langchain.agents.loading import load_agent_from_config
 from langchain.agents.tools import Tool
 from langchain.base_language import BaseLanguageModel
@@ -140,7 +141,13 @@ def instantiate_vectorstore(class_object, params):
 
 
 def instantiate_documentloader(class_object, params):
-    return class_object(**params).load()
+    documents = class_object(**params).load()
+    # now that the file is loaded, we can remove the path
+    for value in params.values():
+        path = Path(value)
+        if path.exists():
+            path.unlink()
+    return documents
 
 
 def instantiate_textsplitter(class_object, params):

From f6dbc97d77f79b6b3348ac084bfcc5b8e272652e Mon Sep 17 00:00:00 2001
From: Gabriel Almeida <gabriel@logspace.ai>
Date: Wed, 31 May 2023 01:14:30 -0300
Subject: [PATCH 007/119] =?UTF-8?q?=F0=9F=90=9B=20fix(endpoints.tsx):=20ch?=
 =?UTF-8?q?ange=20returned=20key=20from=20'filename'=20to=20'file=5Fpath'?=
 =?UTF-8?q?=20for=20consistency=20=F0=9F=90=9B=20fix(inputFileComponent):?=
 =?UTF-8?q?=20update=20the=20key=20used=20to=20set=20the=20file=20path=20t?=
 =?UTF-8?q?o=20match=20the=20change=20in=20the=20backend=20The=20key=20ret?=
 =?UTF-8?q?urned=20by=20the=20endpoint=20was=20changed=20from=20'filename'?=
 =?UTF-8?q?=20to=20'file=5Fpath'=20for=20consistency.=20The=20key=20used?=
 =?UTF-8?q?=20to=20set=20the=20file=20path=20in=20the=20frontend=20was=20u?=
 =?UTF-8?q?pdated=20to=20match=20the=20change=20in=20the=20backend.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/endpoints.py                    | 2 +-
 src/frontend/src/components/inputFileComponent/index.tsx | 6 +++---
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/api/endpoints.py b/src/backend/langflow/api/endpoints.py
index 2d4e96abf..d01d18064 100644
--- a/src/backend/langflow/api/endpoints.py
+++ b/src/backend/langflow/api/endpoints.py
@@ -43,7 +43,7 @@ async def create_upload_file(file: UploadFile, client_id: str):
     # Cache file
     file_path = save_uploaded_file(file.file, file_name=client_id)
 
-    return {"filename": file_path}
+    return {"file_path": file_path}
 
 
 # get endpoint to return version of langflow
diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index 89969fc06..e6e9c9e33 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -59,15 +59,15 @@ export default function InputFileComponent({
           .then((data) => {
             console.log("File uploaded successfully");
             // Get the file name from the response
-            const { filename } = data;
-            console.log("File name:", filename);
+            const { file_path } = data;
+            console.log("File name:", file_path);
 
             // Update the state and callback with the name of the file
             // sets the value to the user
             setMyValue(file.name);
             onChange(file.name);
             // sets the value that goes to the backend
-            onFileChange(filename);
+            onFileChange(file_path);
           })
           .catch(() => {
             console.error("Error occurred while uploading file");

From 3e4a81c7ae6ae09c1d4711e70e069551917336b2 Mon Sep 17 00:00:00 2001
From: Gabriel Almeida <gabriel@logspace.ai>
Date: Wed, 31 May 2023 01:14:54 -0300
Subject: [PATCH 008/119] =?UTF-8?q?=F0=9F=94=A5=20chore(test=5Fgraph.py):?=
 =?UTF-8?q?=20remove=20unused=20imports=20The=20imports=20for=20FileToolNo?=
 =?UTF-8?q?de=20and=20ToolkitNode=20were=20removed=20as=20they=20were=20no?=
 =?UTF-8?q?t=20being=20used=20in=20the=20test=20file.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 tests/test_graph.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/tests/test_graph.py b/tests/test_graph.py
index aa0f20c52..3a4cacaf4 100644
--- a/tests/test_graph.py
+++ b/tests/test_graph.py
@@ -7,10 +7,8 @@ from langflow.graph import Edge, Graph, Node
 from langflow.graph.nodes import (
     AgentNode,
     ChainNode,
-    FileToolNode,
     LLMNode,
     PromptNode,
-    ToolkitNode,
     ToolNode,
     WrapperNode,
 )

From 372463912c298c0f3ae9fa6a1dcc286ed2edf22e Mon Sep 17 00:00:00 2001
From: Valerio Capozio <valerio.capozio@botshelf.ai>
Date: Tue, 20 Jun 2023 23:51:41 +0200
Subject: [PATCH 009/119] feat: add support for DirectoryLoader

---
 src/backend/langflow/config.yaml                |  1 +
 .../template/frontend_node/documentloaders.py   | 17 +++++++++++++++--
 2 files changed, 16 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index a5e952fc3..2c074c7bb 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -48,6 +48,7 @@ documentloaders:
   - ReadTheDocsLoader
   - SlackDirectoryLoader
   - NotionDirectoryLoader
+  - DirectoryLoader
 embeddings:
   - OpenAIEmbeddings
   - HuggingFaceEmbeddings
diff --git a/src/backend/langflow/template/frontend_node/documentloaders.py b/src/backend/langflow/template/frontend_node/documentloaders.py
index b8f26a9ca..52f37861d 100644
--- a/src/backend/langflow/template/frontend_node/documentloaders.py
+++ b/src/backend/langflow/template/frontend_node/documentloaders.py
@@ -51,6 +51,7 @@ class DocumentLoaderFrontNode(FrontendNode):
 
     def add_extra_fields(self) -> None:
         name = None
+        display_name = "Web Page"
         if self.template.type_name in self.file_path_templates:
             self.template.add_field(self.file_path_templates[self.template.type_name])
         elif self.template.type_name in {
@@ -64,8 +65,9 @@ class DocumentLoaderFrontNode(FrontendNode):
             name = "web_path"
         elif self.template.type_name in {"GitbookLoader"}:
             name = "web_page"
-        elif self.template.type_name in {"ReadTheDocsLoader"}:
+        elif self.template.type_name in {"DirectoryLoader", "ReadTheDocsLoader"}:
             name = "path"
+            display_name = "Local directory"
         if name:
             self.template.add_field(
                 TemplateField(
@@ -74,6 +76,17 @@ class DocumentLoaderFrontNode(FrontendNode):
                     show=True,
                     name=name,
                     value="",
-                    display_name="Web Page",
+                    display_name=display_name,
+                )
+            )
+            if self.template.type_name in {"DirectoryLoader"}:
+                self.template.add_field(
+                TemplateField(
+                    field_type="str",
+                    required=True,
+                    show=True,
+                    name="glob",
+                    value="**/*.txt",
+                    display_name="glob",
                 )
             )

From ce66d753e2619e610e28d3fc02dcb01e2467993e Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Tue, 20 Jun 2023 20:49:32 -0300
Subject: [PATCH 010/119] feat(chatInput): add useEffect hook to focus on chat
 input when lockChat is false and inputRef is available fix(chatInput): remove
 unnecessary comment in useEffect hook

---
 src/frontend/src/modals/chatModal/chatInput/index.tsx | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/src/frontend/src/modals/chatModal/chatInput/index.tsx b/src/frontend/src/modals/chatModal/chatInput/index.tsx
index 03be27cdb..5f02979ca 100644
--- a/src/frontend/src/modals/chatModal/chatInput/index.tsx
+++ b/src/frontend/src/modals/chatModal/chatInput/index.tsx
@@ -10,6 +10,15 @@ export default function ChatInput({
   setChatValue,
   inputRef,
 }) {
+  useEffect(() => {
+    if (!lockChat && inputRef.current) {
+      inputRef.current.focus();
+    }
+  },[
+    lockChat,inputRef
+  ])
+
+
   useEffect(() => {
     if (inputRef.current) {
       inputRef.current.style.height = "inherit"; // Reset the height

From 3fa6f63fc4fadb595b8bfabafbd946c9cc137730 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Tue, 20 Jun 2023 20:54:56 -0300
Subject: [PATCH 011/119] update version

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 18aaa6da7..7aaceb868 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.1.5"
+version = "0.1.6"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 1489da241d678b752f19da8592a2211d6e533981 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 10:09:02 -0300
Subject: [PATCH 012/119] update lock

---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5cdeda786..db60741de 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3796,14 +3796,14 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "platformdirs"
-version = "3.6.0"
+version = "3.7.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "platformdirs-3.6.0-py3-none-any.whl", hash = "sha256:ffa199e3fbab8365778c4a10e1fbf1b9cd50707de826eb304b50e57ec0cc8d38"},
-    {file = "platformdirs-3.6.0.tar.gz", hash = "sha256:57e28820ca8094678b807ff529196506d7a21e17156cb1cddb3e74cebce54640"},
+    {file = "platformdirs-3.7.0-py3-none-any.whl", hash = "sha256:cfd065ba43133ff103ab3bd10aecb095c2a0035fcd1f07217c9376900d94ba07"},
+    {file = "platformdirs-3.7.0.tar.gz", hash = "sha256:87fbf6473e87c078d536980ba970a472422e94f17b752cfad17024c18876d481"},
 ]
 
 [package.extras]
@@ -3812,14 +3812,14 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
-    {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
+    {file = "pluggy-1.2.0-py3-none-any.whl", hash = "sha256:c2fd55a7d7a3863cba1a013e4e2414658b1d07b6bc57b3919e0c63c9abb99849"},
+    {file = "pluggy-1.2.0.tar.gz", hash = "sha256:d12f0c4b579b15f5e054301bb226ee85eeeba08ffec228092f8defbaa3a4c4b3"},
 ]
 
 [package.extras]
@@ -6354,4 +6354,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "6b382b428d0c1d43bd76917dccc88e524c5ae6ecbfea59d07ff977aa030fd7f4"
+content-hash = "195cb9ce6e071e5c038d055e1321f2b044355727b79145fcdfc551067aa74d72"

From 0d7df8a33000f3ff606945ca70bd5e108a49a97f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 10:20:48 -0300
Subject: [PATCH 013/119] =?UTF-8?q?=F0=9F=9A=80=20feat(api):=20add=20Uploa?=
 =?UTF-8?q?dFileTypeAPI=20type=20definition=20This=20commit=20adds=20a=20n?=
 =?UTF-8?q?ew=20type=20definition=20for=20the=20UploadFileTypeAPI,=20which?=
 =?UTF-8?q?=20includes=20a=20single=20property=20file=5Fpath=20of=20type?=
 =?UTF-8?q?=20string.=20This=20type=20will=20be=20used=20to=20define=20the?=
 =?UTF-8?q?=20response=20of=20an=20API=20endpoint=20that=20handles=20file?=
 =?UTF-8?q?=20uploads.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/types/api/index.ts | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/src/frontend/src/types/api/index.ts b/src/frontend/src/types/api/index.ts
index 534657644..9bf66e3da 100644
--- a/src/frontend/src/types/api/index.ts
+++ b/src/frontend/src/types/api/index.ts
@@ -46,3 +46,7 @@ export type BuildStatusTypeAPI = {
 export type InitTypeAPI = {
   flowId: string;
 };
+
+export type UploadFileTypeAPI = {
+  file_path: string;
+};

From 5216b519e0c2feb9e13297348c439e16cc7acb68 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 10:21:05 -0300
Subject: [PATCH 014/119] =?UTF-8?q?=F0=9F=9A=80=20feat(API):=20add=20uploa?=
 =?UTF-8?q?dFile=20function=20to=20upload=20files=20to=20the=20server=20Th?=
 =?UTF-8?q?e=20uploadFile=20function=20allows=20the=20user=20to=20upload?=
 =?UTF-8?q?=20a=20file=20to=20the=20server.=20It=20takes=20in=20a=20file?=
 =?UTF-8?q?=20and=20an=20ID=20of=20the=20flow=20to=20upload=20the=20file?=
 =?UTF-8?q?=20to.=20The=20function=20creates=20a=20FormData=20object=20and?=
 =?UTF-8?q?=20appends=20the=20file=20to=20it.=20It=20then=20sends=20a=20PO?=
 =?UTF-8?q?ST=20request=20to=20the=20server=20with=20the=20FormData=20obje?=
 =?UTF-8?q?ct=20as=20the=20body.=20The=20server=20responds=20with=20a=20Pr?=
 =?UTF-8?q?omise=20containing=20the=20response=20data.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/controllers/API/index.ts | 23 ++++++++++++++++++++++-
 1 file changed, 22 insertions(+), 1 deletion(-)

diff --git a/src/frontend/src/controllers/API/index.ts b/src/frontend/src/controllers/API/index.ts
index 28a41d578..2dca61a00 100644
--- a/src/frontend/src/controllers/API/index.ts
+++ b/src/frontend/src/controllers/API/index.ts
@@ -3,6 +3,7 @@ import {
   PromptTypeAPI,
   errorsTypeAPI,
   InitTypeAPI,
+  UploadFileTypeAPI,
 } from "./../../types/api/index";
 import { APIObjectType, sendAllProps } from "../../types/api/index";
 import axios, { AxiosResponse } from "axios";
@@ -22,7 +23,9 @@ const GITHUB_API_URL = "https://api.github.com";
 
 export async function getRepoStars(owner, repo) {
   try {
-    const response = await axios.get(`${GITHUB_API_URL}/repos/${owner}/${repo}`);
+    const response = await axios.get(
+      `${GITHUB_API_URL}/repos/${owner}/${repo}`
+    );
     return response.data.stargazers_count;
   } catch (error) {
     console.error("Error fetching repository data:", error);
@@ -317,3 +320,21 @@ export async function postBuildInit(
 ): Promise<AxiosResponse<InitTypeAPI>> {
   return await axios.post(`/api/v1/build/init`, flow);
 }
+
+// fetch(`/upload/${id}`, {
+//   method: "POST",
+//   body: formData,
+// });
+/**
+ * Uploads a file to the server.
+ * @param {File} file - The file to upload.
+ * @param {string} id - The ID of the flow to upload the file to.
+ */
+export async function uploadFile(
+  file: File,
+  id: string
+): Promise<AxiosResponse<UploadFileTypeAPI>> {
+  const formData = new FormData();
+  formData.append("file", file);
+  return await axios.post(`/api/v1/upload/${id}`, formData);
+}

From a81a99f1c451d57350cac0ff797eb35352c6a476 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 10:21:20 -0300
Subject: [PATCH 015/119] =?UTF-8?q?=F0=9F=8E=A8=20style(inputFileComponent?=
 =?UTF-8?q?):=20refactor=20file=20upload=20to=20use=20a=20separate=20funct?=
 =?UTF-8?q?ion=20The=20file=20upload=20functionality=20has=20been=20refact?=
 =?UTF-8?q?ored=20to=20use=20a=20separate=20function=20called=20uploadFile?=
 =?UTF-8?q?,=20which=20is=20imported=20from=20the=20API=20controller.=20Th?=
 =?UTF-8?q?is=20improves=20the=20separation=20of=20concerns=20and=20makes?=
 =?UTF-8?q?=20the=20code=20more=20modular.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../src/components/inputFileComponent/index.tsx      | 12 +++---------
 1 file changed, 3 insertions(+), 9 deletions(-)

diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index 72ed5b80f..efbc53b61 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -4,6 +4,7 @@ import { alertContext } from "../../contexts/alertContext";
 import { FileComponentType } from "../../types/components";
 import { TabsContext } from "../../contexts/tabsContext";
 import { INPUT_STYLE } from "../../constants";
+import { uploadFile } from "../../controllers/API";
 
 export default function InputFileComponent({
   value,
@@ -53,16 +54,9 @@ export default function InputFileComponent({
 
       // Check if the file type is correct
       if (file && checkFileType(file.name)) {
-        // Prepare the file for upload
-        const formData = new FormData();
-        formData.append("file", file);
-
         // Upload the file
-        fetch(`/upload/${id}`, {
-          method: "POST",
-          body: formData,
-        })
-          .then((response) => response.json())
+        uploadFile(file, id)
+          .then((res) => res.data)
           .then((data) => {
             console.log("File uploaded successfully");
             // Get the file name from the response

From 5ad0bc6b65354063eec1baa48571faeb34d36481 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 10:27:56 -0300
Subject: [PATCH 016/119] =?UTF-8?q?=F0=9F=90=9B=20fix(endpoints.py):=20add?=
 =?UTF-8?q?=20try-except=20block=20to=20handle=20exceptions=20when=20savin?=
 =?UTF-8?q?g=20uploaded=20files=20=E2=9C=A8=20feat(utils.py):=20remove=20u?=
 =?UTF-8?q?nused=20functions=20and=20add=20docstring=20to=20save=5Fuploade?=
 =?UTF-8?q?d=5Ffile=20function=20The=20try-except=20block=20in=20the=20cre?=
 =?UTF-8?q?ate=5Fupload=5Ffile=20function=20handles=20exceptions=20that=20?=
 =?UTF-8?q?may=20occur=20when=20saving=20uploaded=20files.=20The=20save=5F?=
 =?UTF-8?q?uploaded=5Ffile=20function=20now=20has=20a=20docstring=20that?=
 =?UTF-8?q?=20explains=20its=20purpose=20and=20returns=20the=20path=20to?=
 =?UTF-8?q?=20the=20saved=20file.=20The=20unused=20functions=20save=5Fcach?=
 =?UTF-8?q?e=20and=20load=5Fcache=20have=20been=20removed.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/endpoints.py | 13 ++++++----
 src/backend/langflow/cache/utils.py      | 30 ++++++++----------------
 2 files changed, 19 insertions(+), 24 deletions(-)

diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index e822bdf31..4a1cf8eae 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -1,3 +1,4 @@
+from langflow.cache.utils import save_uploaded_file
 from langflow.database.models.flow import Flow
 from langflow.processing.process import process_graph_cached, process_tweaks
 from langflow.utils.logger import logger
@@ -55,12 +56,17 @@ async def predict_flow(
         logger.exception(e)
         raise HTTPException(status_code=500, detail=str(e)) from e
 
-@router.post("/upload/{client_id}")
+
+@router.post("/upload/{client_id}", response_model=dict, status_code=201)
 async def create_upload_file(file: UploadFile, client_id: str):
     # Cache file
-    file_path = save_uploaded_file(file.file, file_name=client_id)
+    try:
+        file_path = save_uploaded_file(file.file, file_name=client_id)
 
-    return {"file_path": file_path}
+        return {"file_path": file_path}
+    except Exception as exc:
+        logger.error(f"Error saving file: {exc}")
+        raise HTTPException(status_code=500, detail=str(exc)) from exc
 
 
 # get endpoint to return version of langflow
@@ -69,4 +75,3 @@ def get_version():
     from langflow import __version__
 
     return {"version": __version__}
-
diff --git a/src/backend/langflow/cache/utils.py b/src/backend/langflow/cache/utils.py
index 9fe5a5c41..3fa95a3d6 100644
--- a/src/backend/langflow/cache/utils.py
+++ b/src/backend/langflow/cache/utils.py
@@ -134,9 +134,18 @@ def save_binary_file(content: str, file_name: str, accepted_types: list[str]) ->
     return file_path
 
 
-
 @create_cache_folder
 def save_uploaded_file(file, file_name):
+    """
+    Save an uploaded file to the specified folder.
+
+    Args:
+        file: The uploaded file object.
+        file_name: The name of the file, including its extension.
+
+    Returns:
+        The path to the saved file.
+    """
     cache_path = Path(tempfile.gettempdir()) / PREFIX
     file_path = cache_path / file_name
 
@@ -146,22 +155,3 @@ def save_uploaded_file(file, file_name):
             new_file.write(chunk)
 
     return file_path
-
-
-@create_cache_folder
-def save_cache(hash_val: str, chat_data, clean_old_cache_files: bool):
-    cache_path = Path(tempfile.gettempdir()) / PREFIX / f"{hash_val}.dill"
-    with cache_path.open("wb") as cache_file:
-        dill.dump(chat_data, cache_file)
-
-    if clean_old_cache_files:
-        clear_old_cache_files()
-
-
-@create_cache_folder
-def load_cache(hash_val):
-    cache_path = Path(tempfile.gettempdir()) / PREFIX / f"{hash_val}.dill"
-    if cache_path.exists():
-        with cache_path.open("rb") as cache_file:
-            return dill.load(cache_file)
-    return None

From c26ecd3bda890d8ccba0b2936f1e263e2c11f428 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 10:29:36 -0300
Subject: [PATCH 017/119] =?UTF-8?q?=F0=9F=94=A5=20refactor(base.py):=20rem?=
 =?UTF-8?q?ove=20unused=20import=20statement=20The=20import=20statement=20?=
 =?UTF-8?q?for=20cache=5Futils=20in=20base.py=20was=20not=20being=20used?=
 =?UTF-8?q?=20and=20has=20been=20removed.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/cache/base.py        | 2 +-
 src/backend/langflow/graph/vertex/base.py | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/backend/langflow/cache/base.py b/src/backend/langflow/cache/base.py
index a5cb8a797..88cb3a1da 100644
--- a/src/backend/langflow/cache/base.py
+++ b/src/backend/langflow/cache/base.py
@@ -62,7 +62,7 @@ class BaseCache(abc.ABC):
 
         Args:
             key: The key of the item to retrieve.
-
+        """
 
     @abc.abstractmethod
     def __setitem__(self, key, value):
diff --git a/src/backend/langflow/graph/vertex/base.py b/src/backend/langflow/graph/vertex/base.py
index d7bd82fa7..a86e51d25 100644
--- a/src/backend/langflow/graph/vertex/base.py
+++ b/src/backend/langflow/graph/vertex/base.py
@@ -1,4 +1,3 @@
-from langflow.cache import utils as cache_utils
 from langflow.graph.vertex.constants import DIRECT_TYPES
 from langflow.interface import loading
 from langflow.interface.listing import ALL_TYPES_DICT

From 57f322a0e630b3b9ea90cdca47b687128a304f5c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 10:33:33 -0300
Subject: [PATCH 018/119] =?UTF-8?q?=F0=9F=94=A5=20refactor(endpoints.py):?=
 =?UTF-8?q?=20rename=20client=5Fid=20to=20flow=5Fid=20in=20create=5Fupload?=
 =?UTF-8?q?=5Ffile=20endpoint=20=E2=9C=A8=20feat(endpoints.py):=20add=20Up?=
 =?UTF-8?q?loadFileResponse=20schema=20to=20standardize=20upload=20file=20?=
 =?UTF-8?q?response=20The=20client=5Fid=20parameter=20in=20the=20create=5F?=
 =?UTF-8?q?upload=5Ffile=20endpoint=20has=20been=20renamed=20to=20flow=5Fi?=
 =?UTF-8?q?d=20to=20improve=20semantics.=20The=20UploadFileResponse=20sche?=
 =?UTF-8?q?ma=20has=20been=20added=20to=20standardize=20the=20response=20o?=
 =?UTF-8?q?f=20the=20create=5Fupload=5Ffile=20endpoint.=20The=20response?=
 =?UTF-8?q?=20now=20includes=20the=20flowId=20and=20file=5Fpath=20fields.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/endpoints.py | 12 ++++++++----
 src/backend/langflow/api/v1/schemas.py   |  8 ++++++++
 src/frontend/src/types/api/index.ts      |  1 +
 3 files changed, 17 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index 4a1cf8eae..10f2f4692 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -8,6 +8,7 @@ from fastapi import APIRouter, Depends, HTTPException, UploadFile
 from langflow.api.v1.schemas import (
     PredictRequest,
     PredictResponse,
+    UploadFileResponse,
 )
 
 from langflow.interface.types import build_langchain_types_dict
@@ -57,13 +58,16 @@ async def predict_flow(
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
-@router.post("/upload/{client_id}", response_model=dict, status_code=201)
-async def create_upload_file(file: UploadFile, client_id: str):
+@router.post("/upload/{flow_id}", response_model=UploadFileResponse, status_code=201)
+async def create_upload_file(file: UploadFile, flow_id: str):
     # Cache file
     try:
-        file_path = save_uploaded_file(file.file, file_name=client_id)
+        file_path = save_uploaded_file(file.file, file_name=flow_id)
 
-        return {"file_path": file_path}
+        return UploadFileResponse(
+            flowId=flow_id,
+            file_path=file_path,
+        )
     except Exception as exc:
         logger.error(f"Error saving file: {exc}")
         raise HTTPException(status_code=500, detail=str(exc)) from exc
diff --git a/src/backend/langflow/api/v1/schemas.py b/src/backend/langflow/api/v1/schemas.py
index 714f0df7f..747057a27 100644
--- a/src/backend/langflow/api/v1/schemas.py
+++ b/src/backend/langflow/api/v1/schemas.py
@@ -1,3 +1,4 @@
+from pathlib import Path
 from typing import Any, Dict, List, Optional, Union
 from langflow.database.models.flow import FlowCreate, FlowRead
 from pydantic import BaseModel, Field, validator
@@ -101,3 +102,10 @@ class InitResponse(BaseModel):
 
 class BuiltResponse(BaseModel):
     built: bool
+
+
+class UploadFileResponse(BaseModel):
+    """Upload file response schema."""
+
+    flowId: str
+    file_path: Path
diff --git a/src/frontend/src/types/api/index.ts b/src/frontend/src/types/api/index.ts
index 9bf66e3da..e736d4275 100644
--- a/src/frontend/src/types/api/index.ts
+++ b/src/frontend/src/types/api/index.ts
@@ -49,4 +49,5 @@ export type InitTypeAPI = {
 
 export type UploadFileTypeAPI = {
   file_path: string;
+  flowId: string;
 };

From f92155e68d6e94e13848c506b5f7d62c2afd2527 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 10:37:05 -0300
Subject: [PATCH 019/119] update lock

---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5cdeda786..1549c36b1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3796,14 +3796,14 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "platformdirs"
-version = "3.6.0"
+version = "3.7.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "platformdirs-3.6.0-py3-none-any.whl", hash = "sha256:ffa199e3fbab8365778c4a10e1fbf1b9cd50707de826eb304b50e57ec0cc8d38"},
-    {file = "platformdirs-3.6.0.tar.gz", hash = "sha256:57e28820ca8094678b807ff529196506d7a21e17156cb1cddb3e74cebce54640"},
+    {file = "platformdirs-3.7.0-py3-none-any.whl", hash = "sha256:cfd065ba43133ff103ab3bd10aecb095c2a0035fcd1f07217c9376900d94ba07"},
+    {file = "platformdirs-3.7.0.tar.gz", hash = "sha256:87fbf6473e87c078d536980ba970a472422e94f17b752cfad17024c18876d481"},
 ]
 
 [package.extras]
@@ -3812,14 +3812,14 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
-    {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
+    {file = "pluggy-1.2.0-py3-none-any.whl", hash = "sha256:c2fd55a7d7a3863cba1a013e4e2414658b1d07b6bc57b3919e0c63c9abb99849"},
+    {file = "pluggy-1.2.0.tar.gz", hash = "sha256:d12f0c4b579b15f5e054301bb226ee85eeeba08ffec228092f8defbaa3a4c4b3"},
 ]
 
 [package.extras]

From a42b6587c5679c79e882257a936a98b4345f9bf9 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 11:17:48 -0300
Subject: [PATCH 020/119] =?UTF-8?q?=F0=9F=94=A7=20chore(config.yml):=20upd?=
 =?UTF-8?q?ate=20Swagger=20API=20overview=20and=20paths=20The=20Swagger=20?=
 =?UTF-8?q?API=20overview=20and=20paths=20have=20been=20updated=20to=20ref?=
 =?UTF-8?q?lect=20the=20latest=20changes=20in=20the=20API.=20The=20changes?=
 =?UTF-8?q?=20include=20adding=20support=20for=20a=20new=20environment=20v?=
 =?UTF-8?q?ariable,=20`process.env.PORT`,=20to=20allow=20the=20application?=
 =?UTF-8?q?=20to=20run=20on=20a=20configurable=20port.=20Additionally,=20t?=
 =?UTF-8?q?he=20Swagger=20API=20documentation=20has=20been=20updated=20to?=
 =?UTF-8?q?=20reflect=20the=20latest=20API=20version=20and=20routes.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

🔍 chore(links): update links to use HTTPS instead of HTTP
The links were updated to use HTTPS instead of HTTP to improve security and prevent potential man-in-the-middle attacks.

🚨 fix(Openapi.json): fix invalid JSON syntax by removing trailing comma
The Openapi.json file had an invalid JSON syntax due to a trailing comma in the "file_path" field. This commit removes the trailing comma to fix the syntax error.

🔥 chore(test_graph.py): remove unnecessary comments and assertions
🚀 feat(test_graph.py): add file creation and deletion to test_file_tool_node_build and test_toolkit_node_build
The comments and assertions that were removed were unnecessary and did not add any value to the code. The test_file_tool_node_build and test_toolkit_node_build tests now create a file and delete it after the test is run. This ensures that the tests are self-contained and do not leave any artifacts behind.
---
 tests/data/Openapi.json |  2 +-
 tests/test_graph.py     | 25 ++++++++++++++++++-------
 2 files changed, 19 insertions(+), 8 deletions(-)

diff --git a/tests/data/Openapi.json b/tests/data/Openapi.json
index 863853672..1a4985ce2 100644
--- a/tests/data/Openapi.json
+++ b/tests/data/Openapi.json
@@ -226,7 +226,7 @@
                                     "yaml",
                                     "yml"
                                 ],
-                                "content": "data:application/x-yaml;base64,openapi: "3.0.0"
info:
  title: Simple API overview
  version: 2.0.0
paths:
  /:
    get:
      operationId: listVersionsv2
      summary: List API versions
      responses:
        '200':
          description: |-
            200 response
          content:
            application/json:
              examples: 
                foo:
                  value:
                    {
                      "versions": [
                        {
                            "status": "CURRENT",
                            "updated": "2011-01-21T11:33:21Z",
                            "id": "v2.0",
                            "links": [
                                {
                                    "href": "http://127.0.0.1:8774/v2/",
                                    "rel": "self"
                                }
                            ]
                        },
                        {
                            "status": "EXPERIMENTAL",
                            "updated": "2013-07-23T11:33:21Z",
                            "id": "v3.0",
                            "links": [
                                {
                                    "href": "http://127.0.0.1:8774/v3/",
                                    "rel": "self"
                                }
                            ]
                        }
                      ]
                    }
        '300':
          description: |-
            300 response
          content:
            application/json: 
              examples: 
                foo:
                  value: |
                   {
                    "versions": [
                          {
                            "status": "CURRENT",
                            "updated": "2011-01-21T11:33:21Z",
                            "id": "v2.0",
                            "links": [
                                {
                                    "href": "http://127.0.0.1:8774/v2/",
                                    "rel": "self"
                                }
                            ]
                        },
                        {
                            "status": "EXPERIMENTAL",
                            "updated": "2013-07-23T11:33:21Z",
                            "id": "v3.0",
                            "links": [
                                {
                                    "href": "http://127.0.0.1:8774/v3/",
                                    "rel": "self"
                                }
                            ]
                        }
                    ]
                   }
  /v2:
    get:
      operationId: getVersionDetailsv2
      summary: Show API version details
      responses:
        '200':
          description: |-
            200 response
          content:
            application/json: 
              examples:
                foo:
                  value:
                    {
                      "version": {
                        "status": "CURRENT",
                        "updated": "2011-01-21T11:33:21Z",
                        "media-types": [
                          {
                              "base": "application/xml",
                              "type": "application/vnd.openstack.compute+xml;version=2"
                          },
                          {
                              "base": "application/json",
                              "type": "application/vnd.openstack.compute+json;version=2"
                          }
                        ],
                        "id": "v2.0",
                        "links": [
                          {
                              "href": "http://127.0.0.1:8774/v2/",
                              "rel": "self"
                          },
                          {
                              "href": "http://docs.openstack.org/api/openstack-compute/2/os-compute-devguide-2.pdf",
                              "type": "application/pdf",
                              "rel": "describedby"
                          },
                          {
                              "href": "http://docs.openstack.org/api/openstack-compute/2/wadl/os-compute-2.wadl",
                              "type": "application/vnd.sun.wadl+xml",
                              "rel": "describedby"
                          },
                          {
                            "href": "http://docs.openstack.org/api/openstack-compute/2/wadl/os-compute-2.wadl",
                            "type": "application/vnd.sun.wadl+xml",
                            "rel": "describedby"
                          }
                        ]
                      }
                    }
        '203':
          description: |-
            203 response
          content:
            application/json: 
              examples:
                foo:
                  value:
                    {
                      "version": {
                        "status": "CURRENT",
                        "updated": "2011-01-21T11:33:21Z",
                        "media-types": [
                          {
                              "base": "application/xml",
                              "type": "application/vnd.openstack.compute+xml;version=2"
                          },
                          {
                              "base": "application/json",
                              "type": "application/vnd.openstack.compute+json;version=2"
                          }
                        ],
                        "id": "v2.0",
                        "links": [
                          {
                              "href": "http://23.253.228.211:8774/v2/",
                              "rel": "self"
                          },
                          {
                              "href": "http://docs.openstack.org/api/openstack-compute/2/os-compute-devguide-2.pdf",
                              "type": "application/pdf",
                              "rel": "describedby"
                          },
                          {
                              "href": "http://docs.openstack.org/api/openstack-compute/2/wadl/os-compute-2.wadl",
                              "type": "application/vnd.sun.wadl+xml",
                              "rel": "describedby"
                          }
                        ]
                      }
                    }
"
+                                "file_path": "api-with-examples.yaml"
                             },
                             "max_value_length": {
                                 "required": false,
diff --git a/tests/test_graph.py b/tests/test_graph.py
index 69a926cc3..16dd514b8 100644
--- a/tests/test_graph.py
+++ b/tests/test_graph.py
@@ -1,3 +1,5 @@
+import os
+from pathlib import Path
 from typing import Type, Union
 from langflow.graph.edge.base import Edge
 from langflow.graph.vertex.base import Vertex
@@ -269,7 +271,6 @@ def test_tool_node_build(complex_graph):
     assert tool_node is not None
     built_object = tool_node.build()
     assert built_object is not None
-    # Add any further assertions specific to the ToolNode's build() method
 
 
 def test_chain_node_build(complex_graph):
@@ -277,7 +278,6 @@ def test_chain_node_build(complex_graph):
     assert chain_node is not None
     built_object = chain_node.build()
     assert built_object is not None
-    # Add any further assertions specific to the ChainNode's build() method
 
 
 def test_prompt_node_build(complex_graph):
@@ -285,7 +285,6 @@ def test_prompt_node_build(complex_graph):
     assert prompt_node is not None
     built_object = prompt_node.build()
     assert built_object is not None
-    # Add any further assertions specific to the PromptNode's build() method
 
 
 def test_llm_node_build(basic_graph):
@@ -293,23 +292,36 @@ def test_llm_node_build(basic_graph):
     assert llm_node is not None
     built_object = llm_node.build()
     assert built_object is not None
-    # Add any further assertions specific to the LLMNode's build() method
 
 
 def test_toolkit_node_build(openapi_graph):
+    # Write a file to the disk
+    file_path = "api-with-examples.yaml"
+    with open(file_path, "w") as f:
+        f.write("openapi: 3.0.0")
+
     toolkit_node = get_node_by_type(openapi_graph, ToolkitVertex)
     assert toolkit_node is not None
     built_object = toolkit_node.build()
     assert built_object is not None
-    # Add any further assertions specific to the ToolkitNode's build() method
+    # Remove the file
+    os.remove(file_path)
+    assert not Path(file_path).exists()
 
 
 def test_file_tool_node_build(openapi_graph):
+    file_path = "api-with-examples.yaml"
+    with open(file_path, "w") as f:
+        f.write("openapi: 3.0.0")
+
+    assert Path(file_path).exists()
     file_tool_node = get_node_by_type(openapi_graph, FileToolVertex)
     assert file_tool_node is not None
     built_object = file_tool_node.build()
     assert built_object is not None
-    # Add any further assertions specific to the FileToolNode's build() method
+    # Remove the file
+    os.remove(file_path)
+    assert not Path(file_path).exists()
 
 
 def test_wrapper_node_build(openapi_graph):
@@ -317,7 +329,6 @@ def test_wrapper_node_build(openapi_graph):
     assert wrapper_node is not None
     built_object = wrapper_node.build()
     assert built_object is not None
-    # Add any further assertions specific to the WrapperNode's build() method
 
 
 def test_get_result_and_thought(basic_graph):

From 59deed40096dab150938518ac19886c1b27b0401 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 13:42:52 -0300
Subject: [PATCH 021/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(inputFileCompon?=
 =?UTF-8?q?ent):=20remove=20unused=20flows=20and=20tabIndex=20variables,?=
 =?UTF-8?q?=20use=20tabId=20instead=20The=20flows=20and=20tabIndex=20varia?=
 =?UTF-8?q?bles=20were=20not=20being=20used=20in=20the=20component,=20so?=
 =?UTF-8?q?=20they=20were=20removed.=20The=20tabId=20variable=20from=20the?=
 =?UTF-8?q?=20TabsContext=20is=20now=20being=20used=20instead=20to=20uploa?=
 =?UTF-8?q?d=20the=20file=20to=20the=20correct=20tab.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/components/inputFileComponent/index.tsx | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index efbc53b61..041c2e01b 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -17,8 +17,7 @@ export default function InputFileComponent({
 }: FileComponentType) {
   const [myValue, setMyValue] = useState(value);
   const { setErrorData } = useContext(alertContext);
-  const { flows, tabIndex } = useContext(TabsContext);
-  const { id } = flows[tabIndex];
+  const { tabId } = useContext(TabsContext);
   useEffect(() => {
     if (disabled) {
       setMyValue("");
@@ -55,7 +54,7 @@ export default function InputFileComponent({
       // Check if the file type is correct
       if (file && checkFileType(file.name)) {
         // Upload the file
-        uploadFile(file, id)
+        uploadFile(file, tabId)
           .then((res) => res.data)
           .then((data) => {
             console.log("File uploaded successfully");

From bdd2076debb25ec2c0ddeadc2ebcdc8a8de67ff1 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 15:43:27 -0300
Subject: [PATCH 022/119] =?UTF-8?q?=F0=9F=94=92=20chore(loading.py):=20rem?=
 =?UTF-8?q?ove=20code=20that=20deletes=20files=20after=20loading=20in=20in?=
 =?UTF-8?q?stantiate=5Fdocumentloader=20function=20The=20save=5Fuploaded?=
 =?UTF-8?q?=5Ffile=20function=20now=20uses=20the=20folder=5Fname=20paramet?=
 =?UTF-8?q?er=20instead=20of=20file=5Fname=20to=20improve=20semantics.=20T?=
 =?UTF-8?q?he=20appdirs=20library=20is=20now=20used=20to=20get=20the=20use?=
 =?UTF-8?q?r=20cache=20directory=20and=20a=20folder=20for=20langflow=20cac?=
 =?UTF-8?q?he=20is=20created.=20The=20sha256=20hash=20of=20the=20file=20co?=
 =?UTF-8?q?ntent=20is=20now=20used=20as=20the=20file=20name=20to=20avoid?=
 =?UTF-8?q?=20collisions=20and=20improve=20security.=20A=20folder=20is=20n?=
 =?UTF-8?q?ow=20created=20for=20each=20flow=5Fid=20in=20the=20save=5Fuploa?=
 =?UTF-8?q?ded=5Ffile=20function.=20The=20code=20that=20deletes=20files=20?=
 =?UTF-8?q?after=20loading=20in=20the=20instantiate=5Fdocumentloader=20fun?=
 =?UTF-8?q?ction=20has=20been=20removed=20as=20it=20is=20unnecessary=20and?=
 =?UTF-8?q?=20can=20cause=20issues.=20=F0=9F=90=9B=20fix(endpoints.py):=20?=
 =?UTF-8?q?change=20file=5Fname=20parameter=20to=20folder=5Fname=20in=20sa?=
 =?UTF-8?q?ve=5Fuploaded=5Ffile=20function=20=F0=9F=94=92=20chore(utils.py?=
 =?UTF-8?q?):=20use=20appdirs=20to=20get=20user=20cache=20directory=20and?=
 =?UTF-8?q?=20create=20a=20folder=20for=20langflow=20cache=20=F0=9F=94=92?=
 =?UTF-8?q?=20chore(utils.py):=20use=20sha256=20hash=20of=20file=20content?=
 =?UTF-8?q?=20as=20file=20name=20to=20avoid=20collisions=20and=20improve?=
 =?UTF-8?q?=20security=20=F0=9F=94=92=20chore(utils.py):=20create=20folder?=
 =?UTF-8?q?=20for=20each=20flow=5Fid=20in=20save=5Fuploaded=5Ffile=20funct?=
 =?UTF-8?q?ion?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/endpoints.py  |  2 +-
 src/backend/langflow/cache/utils.py       | 43 +++++++++++++++++------
 src/backend/langflow/interface/loading.py |  9 +----
 3 files changed, 35 insertions(+), 19 deletions(-)

diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index 10f2f4692..a8e5e5b76 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -62,7 +62,7 @@ async def predict_flow(
 async def create_upload_file(file: UploadFile, flow_id: str):
     # Cache file
     try:
-        file_path = save_uploaded_file(file.file, file_name=flow_id)
+        file_path = save_uploaded_file(file.file, folder_name=flow_id)
 
         return UploadFileResponse(
             flowId=flow_id,
diff --git a/src/backend/langflow/cache/utils.py b/src/backend/langflow/cache/utils.py
index 3fa95a3d6..3e456c3d4 100644
--- a/src/backend/langflow/cache/utils.py
+++ b/src/backend/langflow/cache/utils.py
@@ -8,15 +8,17 @@ import tempfile
 from collections import OrderedDict
 from pathlib import Path
 from typing import Any, Dict
-
+from appdirs import user_cache_dir
 
 CACHE: Dict[str, Any] = {}
 
+CACHE_DIR = user_cache_dir("langflow", "langflow")
+
 
 def create_cache_folder(func):
     def wrapper(*args, **kwargs):
         # Get the destination folder
-        cache_path = Path(tempfile.gettempdir()) / PREFIX
+        cache_path = Path(CACHE_DIR) / PREFIX
 
         # Create the destination folder if it doesn't exist
         os.makedirs(cache_path, exist_ok=True)
@@ -118,7 +120,7 @@ def save_binary_file(content: str, file_name: str, accepted_types: list[str]) ->
         raise ValueError(f"File {file_name} is not accepted")
 
     # Get the destination folder
-    cache_path = Path(tempfile.gettempdir()) / PREFIX
+    cache_path = Path(CACHE_DIR) / PREFIX
     if not content:
         raise ValueError("Please, reload the file in the loader.")
     data = content.split(",")[1]
@@ -135,23 +137,44 @@ def save_binary_file(content: str, file_name: str, accepted_types: list[str]) ->
 
 
 @create_cache_folder
-def save_uploaded_file(file, file_name):
+def save_uploaded_file(file, folder_name):
     """
-    Save an uploaded file to the specified folder.
+    Save an uploaded file to the specified folder with a hash of its content as the file name.
 
     Args:
         file: The uploaded file object.
-        file_name: The name of the file, including its extension.
+        folder_name: The name of the folder to save the file in.
 
     Returns:
         The path to the saved file.
     """
-    cache_path = Path(tempfile.gettempdir()) / PREFIX
-    file_path = cache_path / file_name
+    cache_path = Path(CACHE_DIR)
+    folder_path = cache_path / folder_name
 
+    # Create the folder if it doesn't exist
+    if not folder_path.exists():
+        folder_path.mkdir()
+
+    # Create a hash of the file content
+    sha256_hash = hashlib.sha256()
+    # Reset the file cursor to the beginning of the file
+    file.seek(0)
+    # Iterate over the uploaded file in small chunks to conserve memory
+    while chunk := file.read(8192):  # Read 8KB at a time (adjust as needed)
+        sha256_hash.update(chunk)
+
+    # Use the hex digest of the hash as the file name
+    hex_dig = sha256_hash.hexdigest()
+    file_extension = Path(file.filename).suffix
+    file_name = f"{hex_dig}{file_extension}"
+
+    # Reset the file cursor to the beginning of the file
+    file.seek(0)
+
+    # Save the file with the hash as its name
+    file_path = folder_path / file_name
     with open(file_path, "wb") as new_file:
-        # Iterate over the uploaded file in small chunks to conserve memory
-        while chunk := file.read(8192):  # Read 8KB at a time (adjust as needed)
+        while chunk := file.read(8192):
             new_file.write(chunk)
 
     return file_path
diff --git a/src/backend/langflow/interface/loading.py b/src/backend/langflow/interface/loading.py
index af1b51678..a765d3b9b 100644
--- a/src/backend/langflow/interface/loading.py
+++ b/src/backend/langflow/interface/loading.py
@@ -11,7 +11,6 @@ from langchain.agents.load_tools import (
     _EXTRA_OPTIONAL_TOOLS,
     _LLM_TOOLS,
 )
-from pathlib import Path
 from langchain.agents.loading import load_agent_from_config
 from langchain.agents.tools import Tool
 from langchain.base_language import BaseLanguageModel
@@ -171,13 +170,7 @@ def instantiate_vectorstore(class_object, params):
 
 
 def instantiate_documentloader(class_object, params):
-    documents = class_object(**params).load()
-    # now that the file is loaded, we can remove the path
-    for value in params.values():
-        path = Path(value)
-        if path.exists():
-            path.unlink()
-    return documents
+    return class_object(**params).load()
 
 
 def instantiate_textsplitter(class_object, params):

From b6c10206e27a6d8ec2977c90304ed79d663a9345 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 15:44:02 -0300
Subject: [PATCH 023/119] =?UTF-8?q?=F0=9F=93=A6=20chore(pyproject.toml):?=
 =?UTF-8?q?=20add=20appdirs=20package=20to=20dev=20dependencies=20The=20ap?=
 =?UTF-8?q?pdirs=20package=20is=20added=20to=20the=20dev=20dependencies=20?=
 =?UTF-8?q?to=20support=20the=20development=20of=20the=20application.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 14 +++++++++++++-
 pyproject.toml |  1 +
 2 files changed, 14 insertions(+), 1 deletion(-)

diff --git a/poetry.lock b/poetry.lock
index db60741de..94b6afe67 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -191,6 +191,18 @@ doc = ["Sphinx (>=6.1.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "s
 test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (<0.22)"]
 
+[[package]]
+name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
+    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
+]
+
 [[package]]
 name = "appnope"
 version = "0.1.3"
@@ -6354,4 +6366,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "195cb9ce6e071e5c038d055e1321f2b044355727b79145fcdfc551067aa74d72"
+content-hash = "3dc2d140e2985ab82684032ef544675cba2be4c744e841e5d4cf52e3dba7ff45"
diff --git a/pyproject.toml b/pyproject.toml
index 2d5276f32..11b8b4002 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -65,6 +65,7 @@ orjson = "^3.9.1"
 multiprocess = "^0.70.14"
 cachetools = "^5.3.1"
 types-cachetools = "^5.3.0.5"
+appdirs = "^1.4.4"
 
 
 [tool.poetry.group.dev.dependencies]

From 2650cb013cf86b7ce8775f7f6ae91d65fa9cb3b8 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 15:55:13 -0300
Subject: [PATCH 024/119] =?UTF-8?q?=F0=9F=94=BC=20chore(pyproject.toml):?=
 =?UTF-8?q?=20bump=20package=20version=20to=200.1.6=20The=20langchain=20de?=
 =?UTF-8?q?pendency=20has=20been=20updated=20to=20version=200.0.208=20to?=
 =?UTF-8?q?=20ensure=20compatibility=20with=20the=20latest=20version=20of?=
 =?UTF-8?q?=20the=20package.=20The=20package=20version=20has=20been=20bump?=
 =?UTF-8?q?ed=20to=200.1.6=20to=20reflect=20the=20changes=20made.=20?=
 =?UTF-8?q?=F0=9F=94=BC=20chore(pyproject.toml):=20update=20langchain=20de?=
 =?UTF-8?q?pendency=20to=20version=200.0.208?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 28 ++++++++++++++--------------
 pyproject.toml |  4 ++--
 2 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5cdeda786..017fa2bd0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2381,21 +2381,21 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "langchain"
-version = "0.0.202"
+version = "0.0.208"
 description = "Building applications with LLMs through composability"
 category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain-0.0.202-py3-none-any.whl", hash = "sha256:63ef3dba8df4326579aea30e8a209d8cb6cd199b8bd91f4eaf470c3f79ed5a57"},
-    {file = "langchain-0.0.202.tar.gz", hash = "sha256:25f61952afe6c47e9eb4be8d6f23edf14a7a2dfa0ab74512f809a49bf34ef8e4"},
+    {file = "langchain-0.0.208-py3-none-any.whl", hash = "sha256:c654c507dd60a6ac3d8b4c199b7c0dbc638d92a940900f6e1bf045abd400a23a"},
+    {file = "langchain-0.0.208.tar.gz", hash = "sha256:8eb709d31379bcf4d7e5d1c5f92e62324aac47801efe60ce12e5b99d7bf5cd9b"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.6.0"
-langchainplus-sdk = ">=0.0.9"
+langchainplus-sdk = ">=0.0.13"
 numexpr = ">=2.8.4,<3.0.0"
 numpy = ">=1,<2"
 openapi-schema-pydantic = ">=1.2,<2.0"
@@ -2406,12 +2406,12 @@ SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
-all = ["O365 (>=2.0.26,<3.0.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.2.6,<0.3.0)", "arxiv (>=1.4,<2.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "awadb (>=0.3.2,<0.4.0)", "azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "beautifulsoup4 (>=4,<5)", "clickhouse-connect (>=0.5.14,<0.6.0)", "cohere (>=3,<4)", "deeplake (>=3.3.0,<4.0.0)", "docarray[hnswlib] (>=0.32.0,<0.33.0)", "duckduckgo-search (>=2.8.6,<3.0.0)", "elasticsearch (>=8,<9)", "faiss-cpu (>=1,<2)", "google-api-python-client (==2.70.0)", "google-auth (>=2.18.1,<3.0.0)", "google-search-results (>=2,<3)", "gptcache (>=0.1.7)", "html2text (>=2020.1.16,<2021.0.0)", "huggingface_hub (>=0,<1)", "jina (>=3.14,<4.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lancedb (>=0.1,<0.2)", "langkit (>=0.0.1.dev3,<0.1.0)", "lark (>=1.1.5,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "manifest-ml (>=0.0.1,<0.0.2)", "momento (>=1.5.0,<2.0.0)", "nebula3-python (>=3.4.0,<4.0.0)", "neo4j (>=5.8.1,<6.0.0)", "networkx (>=2.6.3,<3.0.0)", "nlpcloud (>=1,<2)", "nltk (>=3,<4)", "nomic (>=1.0.43,<2.0.0)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "opensearch-py (>=2.0.0,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pexpect (>=4.8.0,<5.0.0)", "pgvector (>=0.1.6,<0.2.0)", "pinecone-client (>=2,<3)", "pinecone-text (>=0.4.2,<0.5.0)", "psycopg2-binary (>=2.9.5,<3.0.0)", "pymongo (>=4.3.3,<5.0.0)", "pyowm (>=3.3.0,<4.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pytesseract (>=0.3.10,<0.4.0)", "pyvespa (>=0.33.0,<0.34.0)", "qdrant-client (>=1.1.2,<2.0.0)", "redis (>=4,<5)", "requests-toolbelt (>=1.0.0,<2.0.0)", "sentence-transformers (>=2,<3)", "singlestoredb (>=0.6.1,<0.7.0)", "spacy (>=3,<4)", "steamship (>=2.16.9,<3.0.0)", "tensorflow-text (>=2.11.0,<3.0.0)", "tigrisdb (>=1.0.0b6,<2.0.0)", "tiktoken (>=0.3.2,<0.4.0)", "torch (>=1,<3)", "transformers (>=4,<5)", "weaviate-client (>=3,<4)", "wikipedia (>=1,<2)", "wolframalpha (==5.0.0)"]
+all = ["O365 (>=2.0.26,<3.0.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.2.6,<0.3.0)", "arxiv (>=1.4,<2.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "awadb (>=0.3.3,<0.4.0)", "azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "beautifulsoup4 (>=4,<5)", "clickhouse-connect (>=0.5.14,<0.6.0)", "cohere (>=3,<4)", "deeplake (>=3.6.2,<4.0.0)", "docarray[hnswlib] (>=0.32.0,<0.33.0)", "duckduckgo-search (>=3.8.3,<4.0.0)", "elasticsearch (>=8,<9)", "faiss-cpu (>=1,<2)", "google-api-python-client (==2.70.0)", "google-auth (>=2.18.1,<3.0.0)", "google-search-results (>=2,<3)", "gptcache (>=0.1.7)", "html2text (>=2020.1.16,<2021.0.0)", "huggingface_hub (>=0,<1)", "jina (>=3.14,<4.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lancedb (>=0.1,<0.2)", "langkit (>=0.0.1.dev3,<0.1.0)", "lark (>=1.1.5,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "manifest-ml (>=0.0.1,<0.0.2)", "momento (>=1.5.0,<2.0.0)", "nebula3-python (>=3.4.0,<4.0.0)", "neo4j (>=5.8.1,<6.0.0)", "networkx (>=2.6.3,<3.0.0)", "nlpcloud (>=1,<2)", "nltk (>=3,<4)", "nomic (>=1.0.43,<2.0.0)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "opensearch-py (>=2.0.0,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pexpect (>=4.8.0,<5.0.0)", "pgvector (>=0.1.6,<0.2.0)", "pinecone-client (>=2,<3)", "pinecone-text (>=0.4.2,<0.5.0)", "psycopg2-binary (>=2.9.5,<3.0.0)", "pymongo (>=4.3.3,<5.0.0)", "pyowm (>=3.3.0,<4.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pytesseract (>=0.3.10,<0.4.0)", "pyvespa (>=0.33.0,<0.34.0)", "qdrant-client (>=1.1.2,<2.0.0)", "redis (>=4,<5)", "requests-toolbelt (>=1.0.0,<2.0.0)", "sentence-transformers (>=2,<3)", "singlestoredb (>=0.7.1,<0.8.0)", "spacy (>=3,<4)", "steamship (>=2.16.9,<3.0.0)", "tensorflow-text (>=2.11.0,<3.0.0)", "tigrisdb (>=1.0.0b6,<2.0.0)", "tiktoken (>=0.3.2,<0.4.0)", "torch (>=1,<3)", "transformers (>=4,<5)", "weaviate-client (>=3,<4)", "wikipedia (>=1,<2)", "wolframalpha (==5.0.0)"]
 azure = ["azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-core (>=1.26.4,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "azure-search-documents (==11.4.0a20230509004)", "openai (>=0,<1)"]
 cohere = ["cohere (>=3,<4)"]
 docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
 embeddings = ["sentence-transformers (>=2,<3)"]
-extended-testing = ["atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "chardet (>=5.1.0,<6.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "openai (>=0,<1)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "psychicapi (>=0.5,<0.6)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "telethon (>=1.28.5,<2.0.0)", "tqdm (>=4.48.0)", "zep-python (>=0.31)"]
+extended-testing = ["atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "chardet (>=5.1.0,<6.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "openai (>=0,<1)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.5,<0.6)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "telethon (>=1.28.5,<2.0.0)", "tqdm (>=4.48.0)", "zep-python (>=0.31)"]
 llms = ["anthropic (>=0.2.6,<0.3.0)", "cohere (>=3,<4)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"]
 openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.4.0)"]
 qdrant = ["qdrant-client (>=1.1.2,<2.0.0)"]
@@ -3796,14 +3796,14 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "platformdirs"
-version = "3.6.0"
+version = "3.7.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "platformdirs-3.6.0-py3-none-any.whl", hash = "sha256:ffa199e3fbab8365778c4a10e1fbf1b9cd50707de826eb304b50e57ec0cc8d38"},
-    {file = "platformdirs-3.6.0.tar.gz", hash = "sha256:57e28820ca8094678b807ff529196506d7a21e17156cb1cddb3e74cebce54640"},
+    {file = "platformdirs-3.7.0-py3-none-any.whl", hash = "sha256:cfd065ba43133ff103ab3bd10aecb095c2a0035fcd1f07217c9376900d94ba07"},
+    {file = "platformdirs-3.7.0.tar.gz", hash = "sha256:87fbf6473e87c078d536980ba970a472422e94f17b752cfad17024c18876d481"},
 ]
 
 [package.extras]
@@ -3812,14 +3812,14 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
-    {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
+    {file = "pluggy-1.2.0-py3-none-any.whl", hash = "sha256:c2fd55a7d7a3863cba1a013e4e2414658b1d07b6bc57b3919e0c63c9abb99849"},
+    {file = "pluggy-1.2.0.tar.gz", hash = "sha256:d12f0c4b579b15f5e054301bb226ee85eeeba08ffec228092f8defbaa3a4c4b3"},
 ]
 
 [package.extras]
@@ -6354,4 +6354,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "6b382b428d0c1d43bd76917dccc88e524c5ae6ecbfea59d07ff977aa030fd7f4"
+content-hash = "49c4252d510cda8418eb432e527180cb4b3581cbe8e67905150a6f86840704af"
diff --git a/pyproject.toml b/pyproject.toml
index 18aaa6da7..e894da8d1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.1.5"
+version = "0.1.6"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [
@@ -30,7 +30,7 @@ google-search-results = "^2.4.1"
 google-api-python-client = "^2.79.0"
 typer = "^0.9.0"
 gunicorn = "^20.1.0"
-langchain = "^0.0.202"
+langchain = "^0.0.208"
 openai = "^0.27.8"
 types-pyyaml = "^6.0.12.8"
 pandas = "^1.5.3"

From 10db240a6b42f373154ab64fafeb5e0a2e0dfc8d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 16:08:37 -0300
Subject: [PATCH 025/119] =?UTF-8?q?=F0=9F=90=9B=20fix(custom.py):=20rename?=
 =?UTF-8?q?=20QueryCheckerTool=20to=20QuerySQLCheckerTool=20to=20match=20t?=
 =?UTF-8?q?he=20correct=20class=20name=20The=20QueryCheckerTool=20class=20?=
 =?UTF-8?q?was=20renamed=20to=20QuerySQLCheckerTool=20to=20match=20the=20c?=
 =?UTF-8?q?orrect=20class=20name.=20This=20change=20ensures=20that=20the?=
 =?UTF-8?q?=20correct=20class=20is=20being=20used=20and=20avoids=20any=20p?=
 =?UTF-8?q?otential=20errors=20that=20may=20arise=20from=20using=20the=20w?=
 =?UTF-8?q?rong=20class=20name.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/agents/custom.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/interface/agents/custom.py b/src/backend/langflow/interface/agents/custom.py
index b0c794c2d..a4191a8b7 100644
--- a/src/backend/langflow/interface/agents/custom.py
+++ b/src/backend/langflow/interface/agents/custom.py
@@ -192,7 +192,7 @@ class SQLAgent(CustomAgentExecutor):
         from langchain.tools.sql_database.tool import (
             InfoSQLDatabaseTool,
             ListSQLDatabaseTool,
-            QueryCheckerTool,
+            QuerySQLCheckerTool,
             QuerySQLDataBaseTool,
         )
 
@@ -207,7 +207,7 @@ class SQLAgent(CustomAgentExecutor):
             QuerySQLDataBaseTool(db=db),  # type: ignore
             InfoSQLDatabaseTool(db=db),  # type: ignore
             ListSQLDatabaseTool(db=db),  # type: ignore
-            QueryCheckerTool(db=db, llm_chain=llmchain, llm=llm),  # type: ignore
+            QuerySQLCheckerTool(db=db, llm_chain=llmchain, llm=llm),  # type: ignore
         ]
 
         prefix = SQL_PREFIX.format(dialect=toolkit.dialect, top_k=10)

From c1bb928451f079d58898d7cb39e4f9c6d78e5d5b Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 16:16:29 -0300
Subject: [PATCH 026/119] =?UTF-8?q?=F0=9F=94=96=20chore(pyproject.toml):?=
 =?UTF-8?q?=20bump=20version=20to=200.1.7=20The=20version=20number=20has?=
 =?UTF-8?q?=20been=20updated=20from=200.1.6=20to=200.1.7=20to=20reflect=20?=
 =?UTF-8?q?the=20changes=20made=20in=20the=20package.=20This=20is=20a=20ch?=
 =?UTF-8?q?ore=20commit=20as=20it=20does=20not=20add=20any=20new=20feature?=
 =?UTF-8?q?s=20or=20fix=20any=20bugs,=20but=20rather=20updates=20the=20ver?=
 =?UTF-8?q?sion=20number.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e894da8d1..581b1dea4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.1.6"
+version = "0.1.7"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 860c36146e579671b9539434483df5d3044def0e Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 16:18:11 -0300
Subject: [PATCH 027/119] =?UTF-8?q?=F0=9F=8E=A8=20style(documentloaders.py?=
 =?UTF-8?q?):=20fix=20indentation=20and=20formatting=20issues=20The=20chan?=
 =?UTF-8?q?ges=20in=20this=20commit=20are=20purely=20cosmetic.=20The=20ind?=
 =?UTF-8?q?entation=20and=20formatting=20issues=20in=20the=20code=20have?=
 =?UTF-8?q?=20been=20fixed=20to=20improve=20readability=20and=20maintainab?=
 =?UTF-8?q?ility.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../template/frontend_node/documentloaders.py    | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/src/backend/langflow/template/frontend_node/documentloaders.py b/src/backend/langflow/template/frontend_node/documentloaders.py
index 52f37861d..59909d5d9 100644
--- a/src/backend/langflow/template/frontend_node/documentloaders.py
+++ b/src/backend/langflow/template/frontend_node/documentloaders.py
@@ -81,12 +81,12 @@ class DocumentLoaderFrontNode(FrontendNode):
             )
             if self.template.type_name in {"DirectoryLoader"}:
                 self.template.add_field(
-                TemplateField(
-                    field_type="str",
-                    required=True,
-                    show=True,
-                    name="glob",
-                    value="**/*.txt",
-                    display_name="glob",
+                    TemplateField(
+                        field_type="str",
+                        required=True,
+                        show=True,
+                        name="glob",
+                        value="**/*.txt",
+                        display_name="glob",
+                    )
                 )
-            )

From dbbba573e3e5d5d85c0a7e04f9eb40b7e563631c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 16:18:31 -0300
Subject: [PATCH 028/119] style: formatting

---
 .../src/components/headerComponent/index.tsx  | 58 +++++++++----------
 src/frontend/src/controllers/API/index.ts     |  4 +-
 .../src/modals/chatModal/chatInput/index.tsx  |  5 +-
 3 files changed, 33 insertions(+), 34 deletions(-)

diff --git a/src/frontend/src/components/headerComponent/index.tsx b/src/frontend/src/components/headerComponent/index.tsx
index 168f73465..8744a72dd 100644
--- a/src/frontend/src/components/headerComponent/index.tsx
+++ b/src/frontend/src/components/headerComponent/index.tsx
@@ -70,35 +70,35 @@ export default function Header() {
       </div>
       <div className="flex justify-end px-2 w-96">
         <div className="ml-auto mr-2 flex gap-5 items-center">
-            <a
-              href="https://github.com/logspace-ai/langflow"
-              target="_blank"
-              rel="noreferrer"
-              className="inline-flex shadow-sm items-center justify-center text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:opacity-50 disabled:pointer-events-none ring-offset-background text-gray-600 dark:text-gray-300 border border-input hover:bg-accent hover:text-accent-foreground h-9 px-3 pr-0 rounded-md"
-            >
-              <FaGithub className="h-5 w-5 mr-2" />
-              Star
-              <div className="ml-2 flex text-sm bg-background rounded-md rounded-l-none border px-2 h-9 -mr-px items-center justify-center">
-                {stars}
-              </div>
-            </a>
-            <a
-              href="https://twitter.com/logspace_ai"
-              target="_blank"
-              rel="noreferrer"
-              className="text-muted-foreground"
-            >
-              <FaTwitter className="h-5 w-5" />
-            </a>
-            <a
-              href="https://discord.gg/EqksyE2EX9"
-              target="_blank"
-              rel="noreferrer"
-              className="text-muted-foreground"
-            >
-              <FaDiscord className="h-5 w-5" />
-            </a>
-            <Separator orientation="vertical" />
+          <a
+            href="https://github.com/logspace-ai/langflow"
+            target="_blank"
+            rel="noreferrer"
+            className="inline-flex shadow-sm items-center justify-center text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:opacity-50 disabled:pointer-events-none ring-offset-background text-gray-600 dark:text-gray-300 border border-input hover:bg-accent hover:text-accent-foreground h-9 px-3 pr-0 rounded-md"
+          >
+            <FaGithub className="h-5 w-5 mr-2" />
+            Star
+            <div className="ml-2 flex text-sm bg-background rounded-md rounded-l-none border px-2 h-9 -mr-px items-center justify-center">
+              {stars}
+            </div>
+          </a>
+          <a
+            href="https://twitter.com/logspace_ai"
+            target="_blank"
+            rel="noreferrer"
+            className="text-muted-foreground"
+          >
+            <FaTwitter className="h-5 w-5" />
+          </a>
+          <a
+            href="https://discord.gg/EqksyE2EX9"
+            target="_blank"
+            rel="noreferrer"
+            className="text-muted-foreground"
+          >
+            <FaDiscord className="h-5 w-5" />
+          </a>
+          <Separator orientation="vertical" />
           <button
             className="text-gray-600 hover:text-gray-500 dark:text-gray-300 dark:hover:text-gray-200"
             onClick={() => {
diff --git a/src/frontend/src/controllers/API/index.ts b/src/frontend/src/controllers/API/index.ts
index 28a41d578..40b132261 100644
--- a/src/frontend/src/controllers/API/index.ts
+++ b/src/frontend/src/controllers/API/index.ts
@@ -22,7 +22,9 @@ const GITHUB_API_URL = "https://api.github.com";
 
 export async function getRepoStars(owner, repo) {
   try {
-    const response = await axios.get(`${GITHUB_API_URL}/repos/${owner}/${repo}`);
+    const response = await axios.get(
+      `${GITHUB_API_URL}/repos/${owner}/${repo}`
+    );
     return response.data.stargazers_count;
   } catch (error) {
     console.error("Error fetching repository data:", error);
diff --git a/src/frontend/src/modals/chatModal/chatInput/index.tsx b/src/frontend/src/modals/chatModal/chatInput/index.tsx
index 5f02979ca..a6598bc67 100644
--- a/src/frontend/src/modals/chatModal/chatInput/index.tsx
+++ b/src/frontend/src/modals/chatModal/chatInput/index.tsx
@@ -14,10 +14,7 @@ export default function ChatInput({
     if (!lockChat && inputRef.current) {
       inputRef.current.focus();
     }
-  },[
-    lockChat,inputRef
-  ])
-
+  }, [lockChat, inputRef]);
 
   useEffect(() => {
     if (inputRef.current) {

From b7eab506724f19a04a17ab4c73766561ef7ce8cd Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 17:27:40 -0300
Subject: [PATCH 029/119] =?UTF-8?q?=F0=9F=9A=80=20feat(vectorstores.py):?=
 =?UTF-8?q?=20add=20support=20for=20Chroma=20vector=20store=20type=20?=
 =?UTF-8?q?=F0=9F=90=9B=20fix(vectorstores.py):=20add=20persist=20field=20?=
 =?UTF-8?q?to=20Weaviate=20vector=20store=20type=20The=20`VectorStoreFront?=
 =?UTF-8?q?endNode`=20class=20now=20supports=20the=20Chroma=20vector=20sto?=
 =?UTF-8?q?re=20type.=20A=20new=20boolean=20field=20`persist`=20has=20been?=
 =?UTF-8?q?=20added=20to=20the=20Chroma=20vector=20store=20type.=20The=20`?=
 =?UTF-8?q?add=5Fextra=5Ffields`=20method=20has=20been=20updated=20to=20ad?=
 =?UTF-8?q?d=20the=20`persist`=20field=20to=20the=20Chroma=20vector=20stor?=
 =?UTF-8?q?e=20type.=20The=20`format=5Ffield`=20method=20has=20been=20upda?=
 =?UTF-8?q?ted=20to=20include=20the=20`persist`=20field=20in=20the=20basic?=
 =?UTF-8?q?=20fields.=20Additionally,=20the=20`add=5Fextra=5Ffields`=20met?=
 =?UTF-8?q?hod=20has=20been=20updated=20to=20add=20the=20`weaviate=5Furl`?=
 =?UTF-8?q?=20field=20to=20the=20Weaviate=20vector=20store=20type.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../template/frontend_node/vectorstores.py    | 24 ++++++++++++++++---
 1 file changed, 21 insertions(+), 3 deletions(-)

diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index d04936a8b..0d6fb2467 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -6,6 +6,7 @@ from langflow.template.frontend_node.base import FrontendNode
 
 class VectorStoreFrontendNode(FrontendNode):
     def add_extra_fields(self) -> None:
+        extra_field = None
         if self.template.type_name == "Weaviate":
             extra_field = TemplateField(
                 name="weaviate_url",
@@ -18,6 +19,18 @@ class VectorStoreFrontendNode(FrontendNode):
                 value="http://localhost:8080",
             )
 
+        elif self.template.type_name == "Chroma":
+            # New bool field for persist parameter
+            extra_field = TemplateField(
+                name="persist",
+                field_type="bool",
+                required=False,
+                show=True,
+                advanced=False,
+                value=True,
+                display_name="Persist",
+            )
+        if extra_field is not None:
             self.template.add_field(extra_field)
 
     def add_extra_base_classes(self) -> None:
@@ -27,7 +40,14 @@ class VectorStoreFrontendNode(FrontendNode):
     def format_field(field: TemplateField, name: Optional[str] = None) -> None:
         FrontendNode.format_field(field, name)
         # Define common field attributes
-        basic_fields = ["work_dir", "collection_name", "api_key", "location"]
+        basic_fields = [
+            "work_dir",
+            "collection_name",
+            "api_key",
+            "location",
+            "persist_directory",
+            "persist",
+        ]
         advanced_fields = [
             "n_dim",
             "key",
@@ -78,5 +98,3 @@ class VectorStoreFrontendNode(FrontendNode):
             field.advanced = True
             if "key" in field.name:
                 field.password = False
-        # TODO: Weaviate requires weaviate_url to be passed as it is not part of
-        # the class or from_texts method. We need the add_extra_fields to fix this

From 3781f1ddda6a110b3750ab1cc22f3e44665cbdf4 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 17:27:57 -0300
Subject: [PATCH 030/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(loading.py):=20?=
 =?UTF-8?q?extract=20persist=20parameter=20from=20params=20for=20Chroma=20?=
 =?UTF-8?q?vector=20store=20instantiation=20=E2=9C=A8=20feat(loading.py):?=
 =?UTF-8?q?=20add=20persist=20parameter=20to=20Chroma=20vector=20store=20i?=
 =?UTF-8?q?nstantiation=20to=20enable=20persistence=20of=20vector=20store?=
 =?UTF-8?q?=20The=20persist=20parameter=20is=20now=20extracted=20from=20th?=
 =?UTF-8?q?e=20params=20dictionary=20before=20instantiating=20the=20Chroma?=
 =?UTF-8?q?=20vector=20store.=20This=20improves=20readability=20and=20redu?=
 =?UTF-8?q?ces=20the=20complexity=20of=20the=20code.=20The=20persist=20par?=
 =?UTF-8?q?ameter=20is=20now=20added=20to=20the=20Chroma=20vector=20store?=
 =?UTF-8?q?=20instantiation=20to=20enable=20persistence=20of=20the=20vecto?=
 =?UTF-8?q?r=20store.=20This=20allows=20the=20vector=20store=20to=20be=20r?=
 =?UTF-8?q?eused=20across=20multiple=20sessions,=20improving=20performance?=
 =?UTF-8?q?=20and=20reducing=20the=20time=20required=20to=20load=20the=20v?=
 =?UTF-8?q?ector=20store.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/loading.py | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/interface/loading.py b/src/backend/langflow/interface/loading.py
index a765d3b9b..260104323 100644
--- a/src/backend/langflow/interface/loading.py
+++ b/src/backend/langflow/interface/loading.py
@@ -160,13 +160,19 @@ def instantiate_vectorstore(class_object, params):
         )
     # Chroma requires all metadata values to not be None
     if class_object.__name__ == "Chroma":
+        persist = params.pop("persist", False)
         for doc in params["documents"]:
             if doc.metadata is None:
                 doc.metadata = {}
             for key, value in doc.metadata.items():
                 if value is None:
                     doc.metadata[key] = ""
-    return class_object.from_documents(**params)
+        vector_store = class_object.from_documents(**params)
+        if persist:
+            vector_store.persist()
+    else:
+        vector_store = class_object.from_documents(**params)
+    return vector_store
 
 
 def instantiate_documentloader(class_object, params):

From 96bce3da81217803d56e347e7fbf24f4923b996a Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 21 Jun 2023 17:45:12 -0300
Subject: [PATCH 031/119] =?UTF-8?q?=F0=9F=90=9B=20fix(utils.py):=20remove?=
 =?UTF-8?q?=20file=20extension=20from=20saved=20file=20name=20=F0=9F=90=9B?=
 =?UTF-8?q?=20fix(process.py):=20correctly=20update=20template=5Fdata=20wi?=
 =?UTF-8?q?th=20tweak=5Fvalue=20The=20file=20extension=20is=20no=20longer?=
 =?UTF-8?q?=20included=20in=20the=20saved=20file=20name=20to=20avoid=20iss?=
 =?UTF-8?q?ues=20with=20file=20extensions=20that=20may=20not=20be=20suppor?=
 =?UTF-8?q?ted.=20In=20process.py,=20the=20tweak=5Fvalue=20is=20now=20corr?=
 =?UTF-8?q?ectly=20updated=20in=20the=20template=5Fdata=20dictionary.=20Th?=
 =?UTF-8?q?e=20key=20is=20now=20set=20to=20"value"=20for=20all=20tweaks=20?=
 =?UTF-8?q?except=20for=20"file=5Fpath"=20where=20the=20key=20is=20set=20t?=
 =?UTF-8?q?o=20the=20name=20of=20the=20tweak.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/cache/utils.py        | 3 +--
 src/backend/langflow/processing/process.py | 3 ++-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/backend/langflow/cache/utils.py b/src/backend/langflow/cache/utils.py
index 3e456c3d4..3deabe9f4 100644
--- a/src/backend/langflow/cache/utils.py
+++ b/src/backend/langflow/cache/utils.py
@@ -165,8 +165,7 @@ def save_uploaded_file(file, folder_name):
 
     # Use the hex digest of the hash as the file name
     hex_dig = sha256_hash.hexdigest()
-    file_extension = Path(file.filename).suffix
-    file_name = f"{hex_dig}{file_extension}"
+    file_name = hex_dig
 
     # Reset the file cursor to the beginning of the file
     file.seek(0)
diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index 4f5295c60..f817a210a 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -206,7 +206,8 @@ def apply_tweaks(node: Dict[str, Any], node_tweaks: Dict[str, Any]) -> None:
 
     for tweak_name, tweak_value in node_tweaks.items():
         if tweak_name and tweak_value and tweak_name in template_data:
-            template_data[tweak_name]["value"] = tweak_value
+            key = tweak_name if tweak_name == "file_path" else "value"
+            template_data[tweak_name][key] = tweak_value
 
 
 def process_tweaks(

From e5c6c92ecc9ab136450894efdb6ad35248a52b22 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 11:45:44 -0300
Subject: [PATCH 032/119] =?UTF-8?q?=E2=9C=A8=20feat(frontend):=20add=20Pin?=
 =?UTF-8?q?econe=20icon=20to=20nodeIcons=20A=20new=20PineconeIcon=20compon?=
 =?UTF-8?q?ent=20was=20added=20to=20the=20nodeIcons=20object=20in=20utils.?=
 =?UTF-8?q?ts.=20This=20allows=20the=20Pinecone=20icon=20to=20be=20used=20?=
 =?UTF-8?q?in=20the=20frontend=20application.=20The=20icon=20was=20added?=
 =?UTF-8?q?=20to=20improve=20the=20visual=20representation=20of=20the=20Pi?=
 =?UTF-8?q?necone=20node=20in=20the=20application.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/icons/Pinecone/index.tsx     |  9 ++++++++
 .../src/icons/Pinecone/pinecone_logo.svg      | 21 +++++++++++++++++++
 src/frontend/src/utils.ts                     |  2 ++
 3 files changed, 32 insertions(+)
 create mode 100644 src/frontend/src/icons/Pinecone/index.tsx
 create mode 100644 src/frontend/src/icons/Pinecone/pinecone_logo.svg

diff --git a/src/frontend/src/icons/Pinecone/index.tsx b/src/frontend/src/icons/Pinecone/index.tsx
new file mode 100644
index 000000000..3e0b9123e
--- /dev/null
+++ b/src/frontend/src/icons/Pinecone/index.tsx
@@ -0,0 +1,9 @@
+import React, { forwardRef } from "react";
+import { ReactComponent as PineconeSVG } from "./pinecone_logo.svg";
+
+export const PineconeIcon = forwardRef<
+  SVGSVGElement,
+  React.PropsWithChildren<{}>
+>((props, ref) => {
+  return <PineconeSVG ref={ref} {...props} />;
+});
diff --git a/src/frontend/src/icons/Pinecone/pinecone_logo.svg b/src/frontend/src/icons/Pinecone/pinecone_logo.svg
new file mode 100644
index 000000000..e9884a424
--- /dev/null
+++ b/src/frontend/src/icons/Pinecone/pinecone_logo.svg
@@ -0,0 +1,21 @@
+<svg width="32" height="35" viewBox="0 0 32 35" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M13.8555 34.2962C14.9325 34.2962 15.8055 33.4451 15.8055 32.3954C15.8055 31.3456 14.9325 30.4946 13.8555 30.4946C12.7786 30.4946 11.9055 31.3456 11.9055 32.3954C11.9055 33.4451 12.7786 34.2962 13.8555 34.2962Z" fill="black"/>
+<path d="M18.4138 7.19675L19.2512 2.66005" stroke="black" stroke-width="2.11786" stroke-linecap="square"/>
+<path d="M22.2656 5.5855L19.3466 2.11099L15.3748 4.37292" stroke="black" stroke-width="2.11786" stroke-linecap="square" stroke-linejoin="round"/>
+<path d="M14.9202 26.5528L15.7337 22.0169" stroke="black" stroke-width="2.11786" stroke-linecap="square"/>
+<path d="M18.7729 24.9304L15.83 21.4671L11.8701 23.741" stroke="black" stroke-width="2.11786" stroke-linecap="square" stroke-linejoin="round"/>
+<path d="M16.6077 17.1996L17.4212 12.6633" stroke="black" stroke-width="2.11786" stroke-linecap="square"/>
+<path d="M20.4587 15.58L17.5277 12.128L13.5679 14.3904" stroke="black" stroke-width="2.11786" stroke-linecap="square" stroke-linejoin="round"/>
+<path d="M8.32871 26.1554L4.75171 28.5815" stroke="black" stroke-width="2.01017" stroke-linecap="square"/>
+<path d="M8.54383 30.0865L4.3208 28.8738L4.63185 24.5944" stroke="black" stroke-width="2.01017" stroke-linecap="square" stroke-linejoin="round"/>
+<path d="M21.3213 28.4299L23.8096 31.9282" stroke="black" stroke-width="2.01017" stroke-linecap="square"/>
+<path d="M19.718 32.045L24.1085 32.3365L25.3527 28.2438" stroke="black" stroke-width="2.01017" stroke-linecap="square" stroke-linejoin="round"/>
+<path d="M25.3999 21.3291L29.7784 22.0996" stroke="black" stroke-width="2.05804" stroke-linecap="square"/>
+<path d="M26.9072 25.072L30.3048 22.1919L28.1634 18.3557" stroke="black" stroke-width="2.05804" stroke-linecap="square" stroke-linejoin="round"/>
+<path d="M24.1196 12.8615L28.0197 10.763" stroke="black" stroke-width="2.05804" stroke-linecap="square"/>
+<path d="M24.3357 8.83965L28.4869 10.5188L27.7093 14.8216" stroke="black" stroke-width="2.05804" stroke-linecap="square" stroke-linejoin="round"/>
+<path d="M6.91639 18.1572L2.52588 17.4101" stroke="black" stroke-width="2.05804" stroke-linecap="square"/>
+<path d="M4.17731 21.1645L2 17.328L5.36167 14.436" stroke="black" stroke-width="2.05804" stroke-linecap="square" stroke-linejoin="round"/>
+<path d="M11.0799 10.6129L8.14893 7.34769" stroke="black" stroke-width="2.05804" stroke-linecap="square"/>
+<path d="M12.2897 6.77496L7.80349 6.96156L7.01392 11.2649" stroke="black" stroke-width="2.05804" stroke-linecap="square" stroke-linejoin="round"/>
+</svg>
diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index c09c64b2b..e1d2f9176 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -39,6 +39,7 @@ import { OpenAiIcon } from "./icons/OpenAi";
 import { QDrantIcon } from "./icons/QDrant";
 import { SearxIcon } from "./icons/Searx";
 import { SlackIcon } from "./icons/Slack";
+import { PineconeIcon } from "./icons/Pinecone";
 import clsx, { ClassValue } from "clsx";
 import { twMerge } from "tailwind-merge";
 import { ADJECTIVES, DESCRIPTIONS, NOUNS } from "./constants";
@@ -170,6 +171,7 @@ export const nodeIcons: {
   ChatOpenAI: OpenAiIcon,
   OpenAI: OpenAiIcon,
   OpenAIEmbeddings: OpenAiIcon,
+  Pinecone: PineconeIcon,
   // UnstructuredPowerPointLoader: PowerPointIcon, // word and powerpoint have differente styles
   Qdrant: QDrantIcon,
   // ReadTheDocsLoader: ReadTheDocsIcon, // does not work

From 28546338143318674a789e5cfb41d31bbd4aa1bc Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 11:45:55 -0300
Subject: [PATCH 033/119] =?UTF-8?q?=F0=9F=94=A5=20refactor(API):=20remove?=
 =?UTF-8?q?=20unused=20postValidateNode=20function=20The=20postValidateNod?=
 =?UTF-8?q?e=20function=20is=20not=20used=20in=20the=20codebase=20and=20ha?=
 =?UTF-8?q?s=20been=20removed=20to=20improve=20code=20readability=20and=20?=
 =?UTF-8?q?maintainability.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/controllers/API/index.ts | 7 -------
 1 file changed, 7 deletions(-)

diff --git a/src/frontend/src/controllers/API/index.ts b/src/frontend/src/controllers/API/index.ts
index 2dca61a00..2651a0058 100644
--- a/src/frontend/src/controllers/API/index.ts
+++ b/src/frontend/src/controllers/API/index.ts
@@ -49,13 +49,6 @@ export async function postValidateCode(
   return await axios.post("/api/v1/validate/code", { code });
 }
 
-export async function postValidateNode(
-  nodeId: string,
-  data: any
-): Promise<AxiosResponse<string>> {
-  return await axios.post(`/api/v1/validate/node/${nodeId}`, { data });
-}
-
 /**
  * Checks the prompt for the code block by sending it to an API endpoint.
  *

From b8141dca7dc8dd206e11d90b212ce3fa5118618c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 13:45:04 -0300
Subject: [PATCH 034/119] =?UTF-8?q?=F0=9F=9A=80=20feat(loading.py):=20move?=
 =?UTF-8?q?=20loading=20into=20initialize=20module=20=F0=9F=93=9D=20docs(i?=
 =?UTF-8?q?nitialize):=20add=20empty=20=5F=5Finit=5F=5F.py=20file=20to=20i?=
 =?UTF-8?q?nitialize=20directory=20The=20initialize=20directory=20was=20ad?=
 =?UTF-8?q?ded=20to=20the=20project,=20but=20it=20was=20missing=20an=20=5F?=
 =?UTF-8?q?=5Finit=5F=5F.py=20file.=20This=20file=20is=20necessary=20to=20?=
 =?UTF-8?q?make=20the=20directory=20a=20package=20and=20allow=20importing?=
 =?UTF-8?q?=20modules=20from=20it.=20An=20empty=20=5F=5Finit=5F=5F.py=20fi?=
 =?UTF-8?q?le=20was=20added=20to=20the=20directory=20to=20fix=20this=20iss?=
 =?UTF-8?q?ue.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/__init__.py |  0
 .../interface/{ => initialize}/loading.py     | 45 ++++++++++++-------
 2 files changed, 29 insertions(+), 16 deletions(-)
 create mode 100644 src/backend/langflow/interface/initialize/__init__.py
 rename src/backend/langflow/interface/{ => initialize}/loading.py (93%)

diff --git a/src/backend/langflow/interface/initialize/__init__.py b/src/backend/langflow/interface/initialize/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/interface/loading.py b/src/backend/langflow/interface/initialize/loading.py
similarity index 93%
rename from src/backend/langflow/interface/loading.py
rename to src/backend/langflow/interface/initialize/loading.py
index 260104323..9567d27c7 100644
--- a/src/backend/langflow/interface/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -17,6 +17,11 @@ from langchain.base_language import BaseLanguageModel
 from langchain.callbacks.base import BaseCallbackManager
 from langchain.chains.loading import load_chain_from_config
 from langchain.llms.loading import load_llm_from_config
+from langflow.interface.initialize.vector_store import (
+    initialize_chroma,
+    initialize_pinecone,
+    initialize_qdrant,
+)
 from pydantic import ValidationError
 
 from langflow.interface.custom_lists import CUSTOM_NODES
@@ -153,30 +158,38 @@ def instantiate_embedding(class_object, params):
 
 
 def instantiate_vectorstore(class_object, params):
-    if len(params.get("documents", [])) == 0:
-        raise ValueError(
-            "The source you provided did not load correctly or was empty."
-            "This may cause an error in the vectorstore."
-        )
+    # could be documents or texts
+    if class_object.__name__ == "Pinecone":
+        return initialize_pinecone(class_object, params)
     # Chroma requires all metadata values to not be None
     if class_object.__name__ == "Chroma":
-        persist = params.pop("persist", False)
-        for doc in params["documents"]:
-            if doc.metadata is None:
-                doc.metadata = {}
-            for key, value in doc.metadata.items():
-                if value is None:
-                    doc.metadata[key] = ""
-        vector_store = class_object.from_documents(**params)
-        if persist:
-            vector_store.persist()
+        return initialize_chroma(class_object, params)
+
+    if class_object.__name__ == "Qdrant":
+        return initialize_qdrant(class_object, params)
     else:
+        if "texts" in params:
+            params["documents"] = params.pop("texts")
+
         vector_store = class_object.from_documents(**params)
     return vector_store
 
 
 def instantiate_documentloader(class_object, params):
-    return class_object(**params).load()
+    metadata = params.pop("metadata", None)
+    docs = class_object(**params).load()
+    if metadata:
+        if isinstance(metadata, str):
+            try:
+                metadata = json.loads(metadata)
+            except json.JSONDecodeError as exc:
+                raise ValueError(
+                    "The metadata you provided is not a valid JSON string."
+                ) from exc
+
+        for doc in docs:
+            doc.metadata = metadata
+    return docs
 
 
 def instantiate_textsplitter(class_object, params):

From 796ce298f6ba37d6fed8b85755b70c65956eb99d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 13:47:43 -0300
Subject: [PATCH 035/119] =?UTF-8?q?=E2=9C=A8=20feat(documentloaders.py):?=
 =?UTF-8?q?=20add=20metadata=20field=20to=20document=20loader=20template?=
 =?UTF-8?q?=20The=20function=20build=5Ftemplate=20was=20renamed=20to=20bui?=
 =?UTF-8?q?ld=5Ffile=5Ffield=20to=20improve=20naming=20consistency.=20A=20?=
 =?UTF-8?q?metadata=20field=20of=20type=20dict=20was=20added=20to=20the=20?=
 =?UTF-8?q?document=20loader=20template=20to=20allow=20for=20additional=20?=
 =?UTF-8?q?information=20to=20be=20passed=20along=20with=20the=20document.?=
 =?UTF-8?q?=20The=20format=5Ffield=20method=20was=20updated=20to=20show=20?=
 =?UTF-8?q?the=20metadata=20field=20when=20it=20is=20present.=20?=
 =?UTF-8?q?=F0=9F=94=A8=20refactor(documentloaders.py):=20rename=20build?=
 =?UTF-8?q?=5Ftemplate=20function=20to=20build=5Ffile=5Ffield=20for=20bett?=
 =?UTF-8?q?er=20semantics?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../template/frontend_node/documentloaders.py | 57 +++++++++++++------
 1 file changed, 39 insertions(+), 18 deletions(-)

diff --git a/src/backend/langflow/template/frontend_node/documentloaders.py b/src/backend/langflow/template/frontend_node/documentloaders.py
index 59909d5d9..42ed0f601 100644
--- a/src/backend/langflow/template/frontend_node/documentloaders.py
+++ b/src/backend/langflow/template/frontend_node/documentloaders.py
@@ -2,7 +2,7 @@ from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
 
 
-def build_template(
+def build_file_field(
     suffixes: list, fileTypes: list, name: str = "file_path"
 ) -> TemplateField:
     """Build a template field for a document loader."""
@@ -19,32 +19,34 @@ def build_template(
 
 class DocumentLoaderFrontNode(FrontendNode):
     file_path_templates = {
-        "AirbyteJSONLoader": build_template(suffixes=[".json"], fileTypes=["json"]),
-        "CoNLLULoader": build_template(suffixes=[".csv"], fileTypes=["csv"]),
-        "CSVLoader": build_template(suffixes=[".csv"], fileTypes=["csv"]),
-        "UnstructuredEmailLoader": build_template(suffixes=[".eml"], fileTypes=["eml"]),
-        "EverNoteLoader": build_template(suffixes=[".xml"], fileTypes=["xml"]),
-        "FacebookChatLoader": build_template(suffixes=[".json"], fileTypes=["json"]),
-        "GutenbergLoader": build_template(suffixes=[".txt"], fileTypes=["txt"]),
-        "BSHTMLLoader": build_template(suffixes=[".html"], fileTypes=["html"]),
-        "UnstructuredHTMLLoader": build_template(
+        "AirbyteJSONLoader": build_file_field(suffixes=[".json"], fileTypes=["json"]),
+        "CoNLLULoader": build_file_field(suffixes=[".csv"], fileTypes=["csv"]),
+        "CSVLoader": build_file_field(suffixes=[".csv"], fileTypes=["csv"]),
+        "UnstructuredEmailLoader": build_file_field(
+            suffixes=[".eml"], fileTypes=["eml"]
+        ),
+        "EverNoteLoader": build_file_field(suffixes=[".xml"], fileTypes=["xml"]),
+        "FacebookChatLoader": build_file_field(suffixes=[".json"], fileTypes=["json"]),
+        "GutenbergLoader": build_file_field(suffixes=[".txt"], fileTypes=["txt"]),
+        "BSHTMLLoader": build_file_field(suffixes=[".html"], fileTypes=["html"]),
+        "UnstructuredHTMLLoader": build_file_field(
             suffixes=[".html"], fileTypes=["html"]
         ),
-        "UnstructuredImageLoader": build_template(
+        "UnstructuredImageLoader": build_file_field(
             suffixes=[".jpg", ".jpeg", ".png", ".gif", ".bmp"],
             fileTypes=["jpg", "jpeg", "png", "gif", "bmp"],
         ),
-        "UnstructuredMarkdownLoader": build_template(
+        "UnstructuredMarkdownLoader": build_file_field(
             suffixes=[".md"], fileTypes=["md"]
         ),
-        "PyPDFLoader": build_template(suffixes=[".pdf"], fileTypes=["pdf"]),
-        "UnstructuredPowerPointLoader": build_template(
+        "PyPDFLoader": build_file_field(suffixes=[".pdf"], fileTypes=["pdf"]),
+        "UnstructuredPowerPointLoader": build_file_field(
             suffixes=[".pptx", ".ppt"], fileTypes=["pptx", "ppt"]
         ),
-        "SRTLoader": build_template(suffixes=[".srt"], fileTypes=["srt"]),
-        "TelegramChatLoader": build_template(suffixes=[".json"], fileTypes=["json"]),
-        "TextLoader": build_template(suffixes=[".txt"], fileTypes=["txt"]),
-        "UnstructuredWordDocumentLoader": build_template(
+        "SRTLoader": build_file_field(suffixes=[".srt"], fileTypes=["srt"]),
+        "TelegramChatLoader": build_file_field(suffixes=[".json"], fileTypes=["json"]),
+        "TextLoader": build_file_field(suffixes=[".txt"], fileTypes=["txt"]),
+        "UnstructuredWordDocumentLoader": build_file_field(
             suffixes=[".docx", ".doc"], fileTypes=["docx", "doc"]
         ),
     }
@@ -90,3 +92,22 @@ class DocumentLoaderFrontNode(FrontendNode):
                         display_name="glob",
                     )
                 )
+            # add a metadata field of type dict
+        self.template.add_field(
+            TemplateField(
+                field_type="code",
+                required=True,
+                show=True,
+                name="metadata",
+                value="{}",
+                display_name="Metadata",
+                multiline=False,
+            )
+        )
+
+    @staticmethod
+    def format_field(field: TemplateField, name: str | None = None) -> None:
+        FrontendNode.format_field(field, name)
+        if field.name == "metadata":
+            field.show = True
+            field.advanced = False

From 9ecba59d815c1a281855da9cf27ff1d358f2ccee Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 13:48:21 -0300
Subject: [PATCH 036/119] =?UTF-8?q?=F0=9F=94=A5=20chore(types.py):=20remov?=
 =?UTF-8?q?e=20unused=20=5Fbuilt=5Fobject=5Frepr=20method=20from=20VectorS?=
 =?UTF-8?q?toreVertex=20The=20=5Fbuilt=5Fobject=5Frepr=20method=20was=20no?=
 =?UTF-8?q?t=20being=20used=20and=20was=20therefore=20removed=20to=20impro?=
 =?UTF-8?q?ve=20code=20readability=20and=20maintainability.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/graph/vertex/types.py | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/src/backend/langflow/graph/vertex/types.py b/src/backend/langflow/graph/vertex/types.py
index 4eb20f416..b6a8f9a91 100644
--- a/src/backend/langflow/graph/vertex/types.py
+++ b/src/backend/langflow/graph/vertex/types.py
@@ -106,9 +106,6 @@ class VectorStoreVertex(Vertex):
     def __init__(self, data: Dict):
         super().__init__(data, base_type="vectorstores")
 
-    def _built_object_repr(self):
-        return "Vector stores can take time to build. It will build on the first query."
-
 
 class MemoryVertex(Vertex):
     def __init__(self, data: Dict):

From 1e61500f3834ccb210fb1c0f50ba10e9c4ee32cd Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 13:48:44 -0300
Subject: [PATCH 037/119] =?UTF-8?q?=F0=9F=9A=80=20feat(chains.py):=20add?=
 =?UTF-8?q?=20return=5Fsource=5Fdocuments=20field=20to=20template=20The=20?=
 =?UTF-8?q?`return=5Fsource=5Fdocuments`=20field=20is=20added=20to=20the?=
 =?UTF-8?q?=20template=20as=20a=20boolean=20field.=20It=20is=20not=20a=20r?=
 =?UTF-8?q?equired=20field=20and=20is=20set=20to=20`True`=20by=20default.?=
 =?UTF-8?q?=20This=20field=20is=20used=20to=20determine=20whether=20the=20?=
 =?UTF-8?q?source=20documents=20should=20be=20returned=20or=20not.=20It=20?=
 =?UTF-8?q?is=20displayed=20in=20the=20frontend=20and=20can=20be=20toggled?=
 =?UTF-8?q?=20by=20the=20user.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/template/frontend_node/chains.py  | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/chains.py b/src/backend/langflow/template/frontend_node/chains.py
index 1a1753df3..19ea2e0df 100644
--- a/src/backend/langflow/template/frontend_node/chains.py
+++ b/src/backend/langflow/template/frontend_node/chains.py
@@ -19,6 +19,18 @@ class ChainFrontendNode(FrontendNode):
                     advanced=False,
                 )
             )
+            # add return_source_documents
+            self.template.add_field(
+                TemplateField(
+                    field_type="bool",
+                    required=False,
+                    show=True,
+                    name="return_source_documents",
+                    advanced=False,
+                    value=True,
+                    display_name="Return source documents",
+                )
+            )
 
     @staticmethod
     def format_field(field: TemplateField, name: Optional[str] = None) -> None:
@@ -59,6 +71,12 @@ class ChainFrontendNode(FrontendNode):
             field.show = True
             field.advanced = False
 
+        if field.name == "return_source_documents":
+            field.required = False
+            field.show = True
+            field.advanced = True
+            field.value = True
+
 
 class SeriesCharacterChainNode(FrontendNode):
     name: str = "SeriesCharacterChain"

From 1a0d448e82a2dddb2b2ab1c1216a66c6d2863082 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 13:51:18 -0300
Subject: [PATCH 038/119] =?UTF-8?q?=F0=9F=9A=80=20feat(validate.py):=20rem?=
 =?UTF-8?q?ove=20unused=20imports=20and=20endpoint=20for=20node=20validati?=
 =?UTF-8?q?on=20=F0=9F=9A=80=20feat(base.py):=20update=20import=20statemen?=
 =?UTF-8?q?t=20for=20loading=20module=20=F0=9F=9A=80=20feat(vector=5Fstore?=
 =?UTF-8?q?.py):=20add=20initialization=20functions=20for=20pinecone,=20ch?=
 =?UTF-8?q?roma,=20and=20qdrant=20The=20unused=20imports=20and=20endpoint?=
 =?UTF-8?q?=20for=20node=20validation=20were=20removed=20from=20validate.p?=
 =?UTF-8?q?y.=20The=20import=20statement=20for=20the=20loading=20module=20?=
 =?UTF-8?q?was=20updated=20in=20base.py.=20Initialization=20functions=20fo?=
 =?UTF-8?q?r=20pinecone,=20chroma,=20and=20qdrant=20were=20added=20to=20ve?=
 =?UTF-8?q?ctor=5Fstore.py=20to=20allow=20for=20the=20creation=20of=20obje?=
 =?UTF-8?q?cts=20from=20the=20respective=20services.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/validate.py       | 27 -------
 src/backend/langflow/graph/vertex/base.py     |  2 +-
 .../interface/initialize/vector_store.py      | 75 +++++++++++++++++++
 3 files changed, 76 insertions(+), 28 deletions(-)
 create mode 100644 src/backend/langflow/interface/initialize/vector_store.py

diff --git a/src/backend/langflow/api/v1/validate.py b/src/backend/langflow/api/v1/validate.py
index d7ba8c15e..959273a00 100644
--- a/src/backend/langflow/api/v1/validate.py
+++ b/src/backend/langflow/api/v1/validate.py
@@ -1,5 +1,3 @@
-import json
-
 from fastapi import APIRouter, HTTPException
 
 from langflow.api.v1.base import (
@@ -9,8 +7,6 @@ from langflow.api.v1.base import (
     PromptValidationResponse,
     validate_prompt,
 )
-from langflow.graph.vertex.types import VectorStoreVertex
-from langflow.graph import Graph
 from langflow.utils.logger import logger
 from langflow.utils.validate import validate_code
 
@@ -37,26 +33,3 @@ def post_validate_prompt(prompt: Prompt):
     except Exception as e:
         logger.exception(e)
         raise HTTPException(status_code=500, detail=str(e)) from e
-
-
-# validate node
-@router.post("/node/{node_id}", status_code=200)
-def post_validate_node(node_id: str, data: dict):
-    try:
-        # build graph
-        graph = Graph.from_payload(data)
-        # validate node
-        node = graph.get_node(node_id)
-        if node is None:
-            raise ValueError(f"Node {node_id} not found")
-        if not isinstance(node, VectorStoreVertex):
-            node.build()
-        return json.dumps(
-            {
-                "valid": True,
-                "params": f"{str(node._built_object_repr())[:300]}...",
-            }
-        )
-    except Exception as e:
-        logger.exception(e)
-        return json.dumps({"valid": False, "params": str(e)})
diff --git a/src/backend/langflow/graph/vertex/base.py b/src/backend/langflow/graph/vertex/base.py
index a86e51d25..87a09d604 100644
--- a/src/backend/langflow/graph/vertex/base.py
+++ b/src/backend/langflow/graph/vertex/base.py
@@ -1,5 +1,5 @@
 from langflow.graph.vertex.constants import DIRECT_TYPES
-from langflow.interface import loading
+from langflow.interface.initialize import loading
 from langflow.interface.listing import ALL_TYPES_DICT
 from langflow.utils.logger import logger
 from langflow.utils.util import sync_to_async
diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
new file mode 100644
index 000000000..f3a10d0ba
--- /dev/null
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -0,0 +1,75 @@
+from typing import Any
+
+
+def docs_in_params(params: dict) -> bool:
+    """Check if params has documents OR texts and one of them is not an empty list"""
+    return ("documents" in params and params["documents"] != []) or (
+        "texts" in params and params["texts"] != []
+    )
+
+
+def initialize_pinecone(class_object: Any, params: dict):
+    """Initialize pinecone and return the class object"""
+    PINECONE_API_KEY = params.get("pinecone_api_key")
+    PINECONE_ENV = params.get("pinecone_env")
+
+    if PINECONE_API_KEY is None or PINECONE_ENV is None:
+        raise ValueError(
+            "Pinecone API key and environment must be provided in the params"
+        )
+
+    if not docs_in_params(params):
+        import pinecone
+
+        # initialize pinecone
+        pinecone.init(
+            api_key=PINECONE_API_KEY,  # find at app.pinecone.io
+            environment=PINECONE_ENV,  # next to api key in console
+        )
+        # If there are docs in the index, delete them
+        return class_object.from_existing_index(**params)
+    # If there are docs in the params, create a new index
+    if "texts" in params:
+        params["documents"] = params.pop("texts")
+    return class_object.from_documents(**params)
+
+
+def initialize_chroma(class_object, params):
+    """Initialize a ChromaDB object from the params"""
+    persist = params.pop("persist", False)
+    if not docs_in_params(params):
+        if "texts" in params:
+            params["documents"] = params.pop("texts")
+        for doc in params["documents"]:
+            if doc.metadata is None:
+                doc.metadata = {}
+            for key, value in doc.metadata.items():
+                if value is None:
+                    doc.metadata[key] = ""
+        chromadb = class_object.from_documents(**params)
+    else:
+        chromadb = class_object(**params)
+    if persist:
+        chromadb.persist()
+    return chromadb
+
+
+def initialize_qdrant(class_object, params):
+    if not docs_in_params(params):
+        if "location" not in params and "api_key" not in params:
+            raise ValueError("Location and API key must be provided in the params")
+        from qdrant_client import QdrantClient
+
+        client_params = {
+            "location": params.pop("location"),
+            "api_key": params.pop("api_key"),
+        }
+        lc_params = {
+            "collection_name": params.pop("collection_name"),
+            "embeddings": params.pop("embedding"),
+        }
+        client = QdrantClient(**client_params)
+
+        return class_object(client=client, **lc_params)
+
+    return class_object.from_documents(**params)

From 228127289b9b692586278748dec0e0eff8729248 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 13:51:53 -0300
Subject: [PATCH 039/119] =?UTF-8?q?=F0=9F=9A=80=20feat(config.yaml):=20add?=
 =?UTF-8?q?=20GitLoader=20and=20Pinecone=20to=20documentloaders=20and=20ve?=
 =?UTF-8?q?ctorstores=20respectively=20GitLoader=20is=20added=20to=20docum?=
 =?UTF-8?q?entloaders=20to=20allow=20loading=20of=20documents=20from=20a?=
 =?UTF-8?q?=20Git=20repository.=20Pinecone=20is=20added=20to=20vectorstore?=
 =?UTF-8?q?s=20to=20allow=20for=20vector=20similarity=20search.=20These=20?=
 =?UTF-8?q?additions=20improve=20the=20functionality=20of=20the=20applicat?=
 =?UTF-8?q?ion=20by=20allowing=20for=20more=20diverse=20sources=20of=20dat?=
 =?UTF-8?q?a=20and=20more=20efficient=20search=20capabilities.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/config.yaml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 2c074c7bb..8d1f69ad3 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -49,6 +49,7 @@ documentloaders:
   - SlackDirectoryLoader
   - NotionDirectoryLoader
   - DirectoryLoader
+  - GitLoader
 embeddings:
   - OpenAIEmbeddings
   - HuggingFaceEmbeddings
@@ -58,7 +59,7 @@ llms:
   # - AzureOpenAI
   # - AzureChatOpenAI
   - ChatOpenAI
-  - LlamaCpp 
+  - LlamaCpp
   - CTransformers
   - Cohere
   - Anthropic
@@ -130,6 +131,7 @@ vectorstores:
   - Qdrant
   - Weaviate
   - FAISS
+  - Pinecone
 wrappers:
   - RequestsWrapper
   # - ChatPromptTemplate

From 141c55643dfceed6066f228a3ccd05e9b3db3995 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 14:56:25 -0300
Subject: [PATCH 040/119] =?UTF-8?q?=F0=9F=9A=80=20feat(vectorstores.py):?=
 =?UTF-8?q?=20add=20support=20for=20Pinecone=20vector=20store=20type=20The?=
 =?UTF-8?q?=20VectorStoreFrontendNode=20class=20now=20supports=20the=20Pin?=
 =?UTF-8?q?econe=20vector=20store=20type.=20Two=20new=20fields,=20pinecone?=
 =?UTF-8?q?=5Fapi=5Fkey=20and=20pinecone=5Fenv,=20have=20been=20added=20to?=
 =?UTF-8?q?=20the=20extra=5Ffields=20list.=20The=20add=5Fextra=5Ffields=20?=
 =?UTF-8?q?method=20has=20been=20updated=20to=20add=20these=20fields=20to?=
 =?UTF-8?q?=20the=20template=20if=20the=20type=5Fname=20is=20Pinecone.=20T?=
 =?UTF-8?q?he=20add=5Ffield=20method=20has=20been=20updated=20to=20add=20a?=
 =?UTF-8?q?ll=20fields=20in=20the=20extra=5Ffields=20list=20to=20the=20tem?=
 =?UTF-8?q?plate.=20The=20add=5Ffield=20method=20has=20also=20been=20updat?=
 =?UTF-8?q?ed=20to=20remove=20the=20text=5Fkey=20field=20if=20the=20field?=
 =?UTF-8?q?=20name=20is=20"text=5Fkey".=20Finally,=20the=20fields=20list?=
 =?UTF-8?q?=20has=20been=20updated=20to=20include=20the=20new=20fields.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../template/frontend_node/vectorstores.py    | 45 ++++++++++++++++---
 1 file changed, 39 insertions(+), 6 deletions(-)

diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index 0d6fb2467..5e25d3403 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -6,7 +6,7 @@ from langflow.template.frontend_node.base import FrontendNode
 
 class VectorStoreFrontendNode(FrontendNode):
     def add_extra_fields(self) -> None:
-        extra_field = None
+        extra_fields = []
         if self.template.type_name == "Weaviate":
             extra_field = TemplateField(
                 name="weaviate_url",
@@ -18,6 +18,7 @@ class VectorStoreFrontendNode(FrontendNode):
                 multiline=False,
                 value="http://localhost:8080",
             )
+            extra_fields.append(extra_field)
 
         elif self.template.type_name == "Chroma":
             # New bool field for persist parameter
@@ -30,8 +31,33 @@ class VectorStoreFrontendNode(FrontendNode):
                 value=True,
                 display_name="Persist",
             )
-        if extra_field is not None:
-            self.template.add_field(extra_field)
+            extra_fields.append(extra_field)
+        elif self.template.type_name == "Pinecone":
+            # add pinecone_api_key and pinecone_env
+            extra_field = TemplateField(
+                name="pinecone_api_key",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                value="",
+            )
+            extra_field2 = TemplateField(
+                name="pinecone_env",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                value="",
+            )
+            extra_fields.extend((extra_field, extra_field2))
+        if extra_fields:
+            for field in extra_fields:
+                self.template.add_field(field)
 
     def add_extra_base_classes(self) -> None:
         self.base_classes.append("BaseRetriever")
@@ -47,6 +73,9 @@ class VectorStoreFrontendNode(FrontendNode):
             "location",
             "persist_directory",
             "persist",
+            "weaviate_url",
+            "index_name",
+            "namespace",
         ]
         advanced_fields = [
             "n_dim",
@@ -63,14 +92,15 @@ class VectorStoreFrontendNode(FrontendNode):
             "https",
             "prefer_grpc",
             "grpc_port",
+            "pinecone_api_key",
+            "pinecone_env",
         ]
 
         # Check and set field attributes
         if field.name == "texts":
-            field.name = "documents"
             field.field_type = "TextSplitter"
-            field.display_name = "Text Splitter"
-            field.required = True
+            field.display_name = "Documents"
+            field.required = False
             field.show = True
             field.advanced = False
 
@@ -98,3 +128,6 @@ class VectorStoreFrontendNode(FrontendNode):
             field.advanced = True
             if "key" in field.name:
                 field.password = False
+
+        elif field.name == "text_key":
+            field.show = False

From 176738987b8df5efc49b713761a0b760c126edcc Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 18:57:17 -0300
Subject: [PATCH 041/119] =?UTF-8?q?=F0=9F=94=80=20refactor(endpoints.py):?=
 =?UTF-8?q?=20rename=20predict=5Fflow=20endpoint=20to=20process=5Fflow=20a?=
 =?UTF-8?q?nd=20update=20its=20functionality=20=F0=9F=94=80=20refactor(con?=
 =?UTF-8?q?stants.tsx):=20update=20BASE=5FAPI=5FURL=20to=20reflect=20the?=
 =?UTF-8?q?=20changes=20in=20the=20predict=5Fflow=20endpoint=20name=20The?=
 =?UTF-8?q?=20predict=5Fflow=20endpoint=20has=20been=20renamed=20to=20proc?=
 =?UTF-8?q?ess=5Fflow=20to=20better=20reflect=20its=20functionality.=20The?=
 =?UTF-8?q?=20inputs=20are=20now=20passed=20as=20a=20dictionary=20instead?=
 =?UTF-8?q?=20of=20a=20PredictRequest=20object.=20The=20tweaks=20parameter?=
 =?UTF-8?q?=20is=20now=20optional=20and=20is=20passed=20as=20a=20dictionar?=
 =?UTF-8?q?y.=20The=20response=20model=20has=20been=20updated=20to=20refle?=
 =?UTF-8?q?ct=20the=20changes=20in=20the=20response.=20The=20BASE=5FAPI=5F?=
 =?UTF-8?q?URL=20constant=20in=20constants.tsx=20has=20been=20updated=20to?=
 =?UTF-8?q?=20reflect=20the=20changes=20in=20the=20endpoint=20name.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/endpoints.py | 24 ++++++++++++------------
 src/frontend/src/constants.tsx           |  4 ++--
 2 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index a8e5e5b76..d48900117 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -1,3 +1,4 @@
+from typing import Optional
 from langflow.cache.utils import save_uploaded_file
 from langflow.database.models.flow import Flow
 from langflow.processing.process import process_graph_cached, process_tweaks
@@ -6,8 +7,7 @@ from langflow.utils.logger import logger
 from fastapi import APIRouter, Depends, HTTPException, UploadFile
 
 from langflow.api.v1.schemas import (
-    PredictRequest,
-    PredictResponse,
+    ProcessResponse,
     UploadFileResponse,
 )
 
@@ -24,14 +24,15 @@ def get_all():
     return build_langchain_types_dict()
 
 
-@router.post("/predict/{flow_id}", response_model=PredictResponse)
-async def predict_flow(
-    predict_request: PredictRequest,
+@router.post("/process/{flow_id}", response_model=ProcessResponse)
+async def process_flow(
     flow_id: str,
+    inputs: dict,
+    tweaks: Optional[dict] = None,
     session: Session = Depends(get_session),
 ):
     """
-    Endpoint to process a message using the flow passed in the bearer token.
+    Endpoint to process an input with a given flow_id.
     """
 
     try:
@@ -42,15 +43,14 @@ async def predict_flow(
         if flow.data is None:
             raise ValueError(f"Flow {flow_id} has no data")
         graph_data = flow.data
-        if predict_request.tweaks:
+        if tweaks:
             try:
-                graph_data = process_tweaks(graph_data, predict_request.tweaks)
+                graph_data = process_tweaks(graph_data, tweaks)
             except Exception as exc:
                 logger.error(f"Error processing tweaks: {exc}")
-        response = process_graph_cached(graph_data, predict_request.message)
-        return PredictResponse(
-            result=response.get("result", ""),
-            intermediate_steps=response.get("thought", ""),
+        response = process_graph_cached(graph_data, inputs)
+        return ProcessResponse(
+            result=response,
         )
     except Exception as e:
         # Log stack trace
diff --git a/src/frontend/src/constants.tsx b/src/frontend/src/constants.tsx
index 7017ac27e..1cfaa1c46 100644
--- a/src/frontend/src/constants.tsx
+++ b/src/frontend/src/constants.tsx
@@ -66,7 +66,7 @@ export const getPythonApiCode = (flow: FlowType): string => {
 
 BASE_API_URL = "${window.location.protocol}//${
     window.location.host
-  }/api/v1/predict"
+  }/api/v1/process"
 FLOW_ID = "${flowId}"
 # You can tweak the flow by adding a tweaks dictionary
 # e.g {"OpenAI-XXXXX": {"model_name": "gpt-4"}}
@@ -106,7 +106,7 @@ export const getCurlCode = (flow: FlowType): string => {
   return `curl -X POST \\
   ${window.location.protocol}//${
     window.location.host
-  }/api/v1/predict/${flowId} \\
+  }/api/v1/process/${flowId} \\
   -H 'Content-Type: application/json' \\
   -d '{"message": "Your message", "tweaks": ${JSON.stringify(
     tweaks,

From 2c44cde2e0b73bb3168bdb7a4b5f093155e9892f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:03:05 -0300
Subject: [PATCH 042/119] =?UTF-8?q?=F0=9F=9A=80=20feat(memories.py):=20add?=
 =?UTF-8?q?=20input=5Fkey=20and=20output=5Fkey=20fields=20to=20MemoryFront?=
 =?UTF-8?q?endNode=20template=20The=20MemoryFrontendNode=20template=20now?=
 =?UTF-8?q?=20includes=20two=20new=20fields,=20input=5Fkey=20and=20output?=
 =?UTF-8?q?=5Fkey,=20which=20are=20string=20fields=20that=20are=20not=20re?=
 =?UTF-8?q?quired=20and=20are=20shown=20in=20the=20advanced=20section=20of?=
 =?UTF-8?q?=20the=20template.=20These=20fields=20can=20be=20used=20to=20sp?=
 =?UTF-8?q?ecify=20the=20input=20and=20output=20keys=20for=20the=20memory?=
 =?UTF-8?q?=20node.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../template/frontend_node/memories.py        | 26 +++++++++++++++++++
 1 file changed, 26 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/memories.py b/src/backend/langflow/template/frontend_node/memories.py
index 20c3c9272..7cf4096c9 100644
--- a/src/backend/langflow/template/frontend_node/memories.py
+++ b/src/backend/langflow/template/frontend_node/memories.py
@@ -18,6 +18,27 @@ class MemoryFrontendNode(FrontendNode):
                 value=False,
             )
         )
+        # add input_key and output_key str fields
+        self.template.add_field(
+            TemplateField(
+                field_type="str",
+                required=False,
+                show=True,
+                name="input_key",
+                advanced=True,
+                value="",
+            )
+        )
+        self.template.add_field(
+            TemplateField(
+                field_type="str",
+                required=False,
+                show=True,
+                name="output_key",
+                advanced=True,
+                value="",
+            )
+        )
 
     @staticmethod
     def format_field(field: TemplateField, name: Optional[str] = None) -> None:
@@ -36,3 +57,8 @@ class MemoryFrontendNode(FrontendNode):
             field.required = False
             field.show = True
             field.advanced = False
+        if field.name in ["input_key", "output_key"]:
+            field.required = False
+            field.show = True
+            field.advanced = True
+            field.value = ""

From 60886a93c4aec61986c316089f16dd1a70a546a9 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:03:35 -0300
Subject: [PATCH 043/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(process.py):=20?=
 =?UTF-8?q?remove=20unused=20imports=20and=20variables,=20simplify=20get?=
 =?UTF-8?q?=5Fresult=5Fand=5Fthought=20function=20This=20commit=20removes?=
 =?UTF-8?q?=20unused=20imports=20and=20variables=20from=20the=20process.py?=
 =?UTF-8?q?=20file.=20The=20get=5Fresult=5Fand=5Fthought=20function=20has?=
 =?UTF-8?q?=20been=20simplified=20to=20take=20a=20dictionary=20of=20inputs?=
 =?UTF-8?q?=20instead=20of=20a=20single=20message=20string.=20The=20functi?=
 =?UTF-8?q?on=20now=20returns=20the=20output=20of=20the=20langchain=5Fobje?=
 =?UTF-8?q?ct=20instead=20of=20a=20tuple=20of=20result=20and=20thought.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/processing/process.py | 76 ++++++++--------------
 1 file changed, 26 insertions(+), 50 deletions(-)

diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index f817a210a..c7b01883c 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -1,5 +1,3 @@
-import contextlib
-import io
 from pathlib import Path
 from langchain.schema import AgentAction
 import json
@@ -10,7 +8,8 @@ from langflow.interface.run import (
 )
 from langflow.utils.logger import logger
 from langflow.graph import Graph
-
+from langchain.chains.base import Chain
+from langchain.vectorstores.base import VectorStore
 from typing import Any, Dict, List, Optional, Tuple, Union
 
 
@@ -55,69 +54,42 @@ def format_actions(actions: List[Tuple[AgentAction, str]]) -> str:
     return "\n".join(output)
 
 
-def get_result_and_thought(langchain_object, message: str):
+def get_result_and_thought(langchain_object, inputs: dict):
     """Get result and thought from extracted json"""
     try:
         if hasattr(langchain_object, "verbose"):
             langchain_object.verbose = True
-        chat_input = None
-        memory_key = ""
-        if hasattr(langchain_object, "memory") and langchain_object.memory is not None:
-            memory_key = langchain_object.memory.memory_key
-
-        if hasattr(langchain_object, "input_keys"):
-            for key in langchain_object.input_keys:
-                if key not in [memory_key, "chat_history"]:
-                    chat_input = {key: message}
-        else:
-            chat_input = message  # type: ignore
 
         if hasattr(langchain_object, "return_intermediate_steps"):
-            # https://github.com/hwchase17/langchain/issues/2068
-            # Deactivating until we have a frontend solution
-            # to display intermediate steps
-            langchain_object.return_intermediate_steps = False
+            langchain_object.return_intermediate_steps = True
 
         fix_memory_inputs(langchain_object)
 
-        with io.StringIO() as output_buffer, contextlib.redirect_stdout(output_buffer):
-            try:
-                # if hasattr(langchain_object, "acall"):
-                #     output = await langchain_object.acall(chat_input)
-                # else:
-                output = langchain_object(chat_input)
-            except ValueError as exc:
-                # make the error message more informative
-                logger.debug(f"Error: {str(exc)}")
-                output = langchain_object.run(chat_input)
-
-            intermediate_steps = (
-                output.get("intermediate_steps", []) if isinstance(output, dict) else []
-            )
-
-            result = (
-                output.get(langchain_object.output_keys[0])
-                if isinstance(output, dict)
-                else output
-            )
-            if intermediate_steps:
-                thought = format_actions(intermediate_steps)
-            else:
-                thought = output_buffer.getvalue()
+        try:
+            output = langchain_object(inputs, return_only_outputs=True)
+        except ValueError as exc:
+            # make the error message more informative
+            logger.debug(f"Error: {str(exc)}")
+            output = langchain_object.run(inputs)
 
     except Exception as exc:
         raise ValueError(f"Error: {str(exc)}") from exc
-    return result, thought
+    return output
 
 
-def process_graph_cached(data_graph: Dict[str, Any], message: str):
+def get_input_str_if_only_one_input(inputs: dict) -> Optional[str]:
+    """Get input string if only one input is provided"""
+    return list(inputs.values())[0] if len(inputs) == 1 else None
+
+
+def process_graph_cached(data_graph: Dict[str, Any], inputs: Union[dict, str]):
     """
     Process graph by extracting input variables and replacing ZeroShotPrompt
     with PromptTemplate,then run the graph and return the result and thought.
     """
     # Load langchain object
     langchain_object = build_langchain_object_with_caching(data_graph)
-    logger.debug("Loaded langchain object")
+    logger.debug("Loaded LangChain object")
 
     if langchain_object is None:
         # Raise user facing error
@@ -126,10 +98,14 @@ def process_graph_cached(data_graph: Dict[str, Any], message: str):
         )
 
     # Generate result and thought
-    logger.debug("Generating result and thought")
-    result, thought = get_result_and_thought(langchain_object, message)
-    logger.debug("Generated result and thought")
-    return {"result": str(result), "thought": thought.strip()}
+    if isinstance(langchain_object, Chain):
+        logger.debug("Generating result and thought")
+        result = get_result_and_thought(langchain_object, inputs)
+        logger.debug("Generated result and thought")
+    elif isinstance(langchain_object, VectorStore):
+        class_name = langchain_object.__class__.__name__
+        result = {"message": f"Processed {class_name} successfully"}
+    return result
 
 
 def load_flow_from_json(

From bfef9495f19183bb38c441f609070660d9c099fe Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:03:53 -0300
Subject: [PATCH 044/119] =?UTF-8?q?=E2=9C=A8=20feat(vector=5Fstore.py):=20?=
 =?UTF-8?q?add=20support=20for=20initializing=20Pinecone=20and=20ChromaDB?=
 =?UTF-8?q?=20objects=20from=20existing=20indexes=20The=20code=20has=20bee?=
 =?UTF-8?q?n=20refactored=20to=20improve=20readability=20by=20adding=20typ?=
 =?UTF-8?q?e=20hints=20and=20reformatting=20the=20code.=20The=20initialize?=
 =?UTF-8?q?=5Fpinecone=20and=20initialize=5Fchroma=20functions=20have=20be?=
 =?UTF-8?q?en=20updated=20to=20support=20initializing=20objects=20from=20e?=
 =?UTF-8?q?xisting=20indexes.=20If=20there=20are=20no=20docs=20in=20the=20?=
 =?UTF-8?q?params,=20the=20functions=20will=20return=20an=20existing=20ind?=
 =?UTF-8?q?ex.=20If=20there=20are=20docs=20in=20the=20params,=20the=20func?=
 =?UTF-8?q?tions=20will=20create=20a=20new=20index.=20The=20initialize=5Fq?=
 =?UTF-8?q?drant=20function=20has=20not=20been=20changed.=20=F0=9F=94=A8?=
 =?UTF-8?q?=20refactor(vector=5Fstore.py):=20improve=20code=20readability?=
 =?UTF-8?q?=20by=20adding=20type=20hints=20and=20reformatting=20code?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../interface/initialize/vector_store.py      | 45 ++++++++++++-------
 1 file changed, 29 insertions(+), 16 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index f3a10d0ba..c1ce5c227 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -1,15 +1,20 @@
-from typing import Any
+from typing import Type
+from langchain.vectorstores import Pinecone, Qdrant, Chroma
 
 
 def docs_in_params(params: dict) -> bool:
-    """Check if params has documents OR texts and one of them is not an empty list"""
-    return ("documents" in params and params["documents"] != []) or (
-        "texts" in params and params["texts"] != []
+    """Check if params has documents OR texts and one of them is not an empty list,
+    If any of them is not an empty list, return True, else return False"""
+    return ("documents" in params and params["documents"]) or (
+        "texts" in params and params["texts"]
     )
 
 
-def initialize_pinecone(class_object: Any, params: dict):
+def initialize_pinecone(class_object: Type[Pinecone], params: dict):
     """Initialize pinecone and return the class object"""
+
+    import pinecone
+
     PINECONE_API_KEY = params.get("pinecone_api_key")
     PINECONE_ENV = params.get("pinecone_env")
 
@@ -18,23 +23,31 @@ def initialize_pinecone(class_object: Any, params: dict):
             "Pinecone API key and environment must be provided in the params"
         )
 
-    if not docs_in_params(params):
-        import pinecone
+    # initialize pinecone
+    pinecone.init(
+        api_key=PINECONE_API_KEY,  # find at app.pinecone.io
+        environment=PINECONE_ENV,  # next to api key in console
+    )
 
-        # initialize pinecone
-        pinecone.init(
-            api_key=PINECONE_API_KEY,  # find at app.pinecone.io
-            environment=PINECONE_ENV,  # next to api key in console
-        )
-        # If there are docs in the index, delete them
-        return class_object.from_existing_index(**params)
+    # If there are no docs in the params, return an existing index
+    # but first remove any texts or docs keys from the params
+    if not docs_in_params(params):
+        existing_index_params = {
+            "embedding": params.pop("embedding"),
+        }
+        if "index_name" in params:
+            existing_index_params["index_name"] = params.pop("index_name")
+        if "namespace" in params:
+            existing_index_params["namespace"] = params.pop("namespace")
+
+        return class_object.from_existing_index(**existing_index_params)
     # If there are docs in the params, create a new index
     if "texts" in params:
         params["documents"] = params.pop("texts")
     return class_object.from_documents(**params)
 
 
-def initialize_chroma(class_object, params):
+def initialize_chroma(class_object: Type[Chroma], params: dict):
     """Initialize a ChromaDB object from the params"""
     persist = params.pop("persist", False)
     if not docs_in_params(params):
@@ -54,7 +67,7 @@ def initialize_chroma(class_object, params):
     return chromadb
 
 
-def initialize_qdrant(class_object, params):
+def initialize_qdrant(class_object: Type[Qdrant], params: dict):
     if not docs_in_params(params):
         if "location" not in params and "api_key" not in params:
             raise ValueError("Location and API key must be provided in the params")

From d5d6f7be57753acac3da6b2d9fb133af25ec3fd2 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:04:19 -0300
Subject: [PATCH 045/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(schemas.py):=20?=
 =?UTF-8?q?rename=20PredictRequest=20to=20InputRequest=20and=20remove=20me?=
 =?UTF-8?q?ssage=20field,=20add=20TweaksRequest=20and=20UpdateTemplateRequ?=
 =?UTF-8?q?est=20=E2=9C=A8=20feat(schemas.py):=20add=20ProcessResponse=20s?=
 =?UTF-8?q?chema=20to=20represent=20the=20response=20of=20the=20process=20?=
 =?UTF-8?q?endpoint=20The=20PredictRequest=20schema=20has=20been=20renamed?=
 =?UTF-8?q?=20to=20InputRequest=20to=20better=20reflect=20its=20purpose.?=
 =?UTF-8?q?=20The=20message=20field=20has=20been=20removed=20as=20it=20is?=
 =?UTF-8?q?=20not=20needed.=20TweaksRequest=20has=20been=20added=20to=20re?=
 =?UTF-8?q?present=20the=20request=20body=20for=20the=20tweaks=20endpoint.?=
 =?UTF-8?q?=20UpdateTemplateRequest=20has=20been=20added=20to=20represent?=
 =?UTF-8?q?=20the=20request=20body=20for=20updating=20a=20template.=20Proc?=
 =?UTF-8?q?essResponse=20has=20been=20added=20to=20represent=20the=20respo?=
 =?UTF-8?q?nse=20of=20the=20process=20endpoint,=20which=20returns=20a=20di?=
 =?UTF-8?q?ctionary=20as=20the=20result.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/schemas.py | 58 ++++++++++++++++----------
 1 file changed, 36 insertions(+), 22 deletions(-)

diff --git a/src/backend/langflow/api/v1/schemas.py b/src/backend/langflow/api/v1/schemas.py
index 747057a27..8e817204e 100644
--- a/src/backend/langflow/api/v1/schemas.py
+++ b/src/backend/langflow/api/v1/schemas.py
@@ -20,34 +20,48 @@ class ExportedFlow(BaseModel):
     data: GraphData
 
 
-class PredictRequest(BaseModel):
-    """Predict request schema."""
+class InputRequest(BaseModel):
+    input: dict
 
-    message: str
+
+class TweaksRequest(BaseModel):
     tweaks: Optional[Dict[str, Dict[str, str]]] = Field(default_factory=dict)
 
-    class Config:
-        schema_extra = {
-            "example": {
-                "message": "Hello, how are you?",
-                "tweaks": {
-                    "dndnode_986363f0-4677-4035-9f38-74b94af5dd78": {
-                        "name": "A tool name",
-                        "description": "A tool description",
-                    },
-                    "dndnode_986363f0-4677-4035-9f38-74b94af57378": {
-                        "template": "A {template}",
-                    },
-                },
-            }
-        }
+
+# class PredictRequest(BaseModel):
+#     """Predict request schema."""
+
+#     input: dict
+#     tweaks: Optional[Dict[str, Dict[str, str]]] = Field(default_factory=dict)
+
+#     class Config:
+#         schema_extra = {
+#             "example": {
+#                 "input": {
+#                     "question": "A question to process",
+#                     "chat_history": ["A chat history", "Another chat history"],
+#                 },
+#                 "tweaks": {
+#                     "Tool-Aclk2": {
+#                         "name": "A tool name",
+#                         "description": "A tool description",
+#                     },
+#                     "NodeName-2kclS": {
+#                         "template": "A {template}",
+#                     },
+#                 },
+#             }
+#         }
 
 
-class PredictResponse(BaseModel):
-    """Predict response schema."""
+class UpdateTemplateRequest(BaseModel):
+    template: dict
 
-    result: str
-    intermediate_steps: str = ""
+
+class ProcessResponse(BaseModel):
+    """Process response schema."""
+
+    result: dict
 
 
 class ChatMessage(BaseModel):

From b548a642ff27e4305b7beb16a880b69967d2dea2 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:04:48 -0300
Subject: [PATCH 046/119] =?UTF-8?q?=F0=9F=94=A5=20refactor(schemas.py):=20?=
 =?UTF-8?q?remove=20commented=20out=20code=20for=20PredictRequest=20schema?=
 =?UTF-8?q?=20The=20commented=20out=20code=20for=20the=20PredictRequest=20?=
 =?UTF-8?q?schema=20has=20been=20removed=20as=20it=20is=20no=20longer=20ne?=
 =?UTF-8?q?eded=20and=20only=20adds=20clutter=20to=20the=20file.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/schemas.py | 26 --------------------------
 1 file changed, 26 deletions(-)

diff --git a/src/backend/langflow/api/v1/schemas.py b/src/backend/langflow/api/v1/schemas.py
index 8e817204e..45d42a23d 100644
--- a/src/backend/langflow/api/v1/schemas.py
+++ b/src/backend/langflow/api/v1/schemas.py
@@ -28,32 +28,6 @@ class TweaksRequest(BaseModel):
     tweaks: Optional[Dict[str, Dict[str, str]]] = Field(default_factory=dict)
 
 
-# class PredictRequest(BaseModel):
-#     """Predict request schema."""
-
-#     input: dict
-#     tweaks: Optional[Dict[str, Dict[str, str]]] = Field(default_factory=dict)
-
-#     class Config:
-#         schema_extra = {
-#             "example": {
-#                 "input": {
-#                     "question": "A question to process",
-#                     "chat_history": ["A chat history", "Another chat history"],
-#                 },
-#                 "tweaks": {
-#                     "Tool-Aclk2": {
-#                         "name": "A tool name",
-#                         "description": "A tool description",
-#                     },
-#                     "NodeName-2kclS": {
-#                         "template": "A {template}",
-#                     },
-#                 },
-#             }
-#         }
-
-
 class UpdateTemplateRequest(BaseModel):
     template: dict
 

From 2bad404c627a3185e6f60a1f765abe06bc973366 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:22:04 -0300
Subject: [PATCH 047/119] =?UTF-8?q?=F0=9F=90=9B=20fix(constants.tsx):=20ch?=
 =?UTF-8?q?ange=20payload=20key=20from=20"message"=20to=20"inputs"=20to=20?=
 =?UTF-8?q?match=20API=20requirements=20The=20payload=20key=20was=20change?=
 =?UTF-8?q?d=20from=20"message"=20to=20"inputs"=20to=20match=20the=20API?=
 =?UTF-8?q?=20requirements.=20This=20change=20ensures=20that=20the=20API?=
 =?UTF-8?q?=20can=20correctly=20parse=20the=20request=20payload.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/constants.tsx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/frontend/src/constants.tsx b/src/frontend/src/constants.tsx
index 1cfaa1c46..f569046ea 100644
--- a/src/frontend/src/constants.tsx
+++ b/src/frontend/src/constants.tsx
@@ -83,7 +83,7 @@ def run_flow(message: str, flow_id: str, tweaks: dict = None) -> dict:
     """
     api_url = f"{BASE_API_URL}/{flow_id}"
 
-    payload = {"message": message}
+    payload = {"inputs": {"input": message}}
 
     if tweaks:
         payload["tweaks"] = tweaks
@@ -108,7 +108,7 @@ export const getCurlCode = (flow: FlowType): string => {
     window.location.host
   }/api/v1/process/${flowId} \\
   -H 'Content-Type: application/json' \\
-  -d '{"message": "Your message", "tweaks": ${JSON.stringify(
+  -d '{"inputs": {"input": message}, "tweaks": ${JSON.stringify(
     tweaks,
     null,
     2

From 49a2935ab3d2aba9846899c92329cb94c8e54482 Mon Sep 17 00:00:00 2001
From: Cristhian Zanforlin Lousa <cristhian.lousa@gmail.com>
Date: Thu, 22 Jun 2023 19:22:04 -0300
Subject: [PATCH 048/119] =?UTF-8?q?=F0=9F=90=9B=20fix(parameterComponent):?=
 =?UTF-8?q?=20fix=20key=20prop=20warning=20by=20generating=20random=20key?=
 =?UTF-8?q?=20using=20new=20function=20getRandomKeyByssmm=20=E2=9C=A8=20fe?=
 =?UTF-8?q?at(parameterComponent):=20add=20support=20for=20dynamic=20rende?=
 =?UTF-8?q?ring=20of=20parameter=20component=20by=20grouping=20data=20by?=
 =?UTF-8?q?=20family=20=F0=9F=90=9B=20fix(menuBar):=20fix=20DropdownMenuTr?=
 =?UTF-8?q?igger=20component=20by=20adding=20asChild=20prop=20=F0=9F=90=9B?=
 =?UTF-8?q?=20fix(card.tsx):=20change=20p=20tag=20to=20div=20tag=20to=20fi?=
 =?UTF-8?q?x=20accessibility=20issue=20=F0=9F=90=9B=20fix(extraSidebarComp?=
 =?UTF-8?q?onent):=20fix=20key=20prop=20warning=20by=20adding=20key=20prop?=
 =?UTF-8?q?=20to=20Tooltip=20component=20=E2=9C=A8=20feat(utils.ts):=20add?=
 =?UTF-8?q?=20new=20function=20getRandomKeyByssmm=20to=20generate=20random?=
 =?UTF-8?q?=20keys=20for=20components?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/package-lock.json                | 46 +++++++++----------
 .../components/parameterComponent/index.tsx   | 18 ++++----
 .../components/menuBar/index.tsx              |  2 +-
 src/frontend/src/components/ui/card.tsx       |  2 +-
 .../extraSidebarComponent/index.tsx           |  1 +
 src/frontend/src/utils.ts                     |  7 +++
 6 files changed, 41 insertions(+), 35 deletions(-)

diff --git a/src/frontend/package-lock.json b/src/frontend/package-lock.json
index 797c9f207..58ceb044a 100644
--- a/src/frontend/package-lock.json
+++ b/src/frontend/package-lock.json
@@ -427,14 +427,6 @@
         "node": ">=6.9.0"
       }
     },
-    "node_modules/@babel/types/node_modules/@babel/helper-validator-identifier": {
-      "version": "7.22.5",
-      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.22.5.tgz",
-      "integrity": "sha512-aJXu+6lErq8ltp+JhkJUfk1MTGyuA4v7f3pA+BJ5HLfNC6nAQ0Cpi9uOquUj8Hehg0aUiHzWQbOVJGao6ztBAQ==",
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
     "node_modules/@emotion/babel-plugin": {
       "version": "11.11.0",
       "resolved": "https://registry.npmjs.org/@emotion/babel-plugin/-/babel-plugin-11.11.0.tgz",
@@ -931,9 +923,9 @@
       "integrity": "sha512-Bu+AMaXNjrpjh41znzHqaz3r2Nr8hHuHZT6V2LBKMhyMl0FgKA62PNYbqnfgmzOhoWZj70Zecisbo4H1rotP5g=="
     },
     "node_modules/@floating-ui/dom": {
-      "version": "1.4.1",
-      "resolved": "https://registry.npmjs.org/@floating-ui/dom/-/dom-1.4.1.tgz",
-      "integrity": "sha512-loCXUOLzIC3jp50RFOKXZ/kQjjz26ryr/23M+FWG9jrmAv8lRf3DUfC2AiVZ3+K316GOhB08CR+Povwz8e9mDw==",
+      "version": "1.4.2",
+      "resolved": "https://registry.npmjs.org/@floating-ui/dom/-/dom-1.4.2.tgz",
+      "integrity": "sha512-VKmvHVatWnewmGGy+7Mdy4cTJX71Pli6v/Wjb5RQBuq5wjUYx+Ef+kRThi8qggZqDgD8CogCpqhRoVp3+yQk+g==",
       "dependencies": {
         "@floating-ui/core": "^1.3.1"
       }
@@ -1003,19 +995,24 @@
       }
     },
     "node_modules/@jridgewell/sourcemap-codec": {
-      "version": "1.4.14",
-      "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.4.14.tgz",
-      "integrity": "sha512-XPSJHWmi394fuUuzDnGz1wiKqWfo1yXecHQMRf2l6hztTO+nPru658AyDngaBe7isIxEkRsPR3FZh+s7iVa4Uw=="
+      "version": "1.4.15",
+      "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.4.15.tgz",
+      "integrity": "sha512-eF2rxCRulEKXHTRiDrDy6erMYWqNw4LPdQ8UQA4huuxaQsVeRPFl2oM8oDGxMFhJUWZf9McpLtJasDDZb/Bpeg=="
     },
     "node_modules/@jridgewell/trace-mapping": {
-      "version": "0.3.17",
-      "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.17.tgz",
-      "integrity": "sha512-MCNzAp77qzKca9+W/+I0+sEpaUnZoeasnghNeVc41VZCEKaCH73Vq3BZZ/SzWIgrqE4H4ceI+p+b6C0mHf9T4g==",
+      "version": "0.3.18",
+      "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.18.tgz",
+      "integrity": "sha512-w+niJYzMHdd7USdiH2U6869nqhD2nbfZXND5Yp93qIbEmnDNk7PD48o+YchRVpzMU7M6jVCbenTR7PA1FLQ9pA==",
       "dependencies": {
         "@jridgewell/resolve-uri": "3.1.0",
         "@jridgewell/sourcemap-codec": "1.4.14"
       }
     },
+    "node_modules/@jridgewell/trace-mapping/node_modules/@jridgewell/sourcemap-codec": {
+      "version": "1.4.14",
+      "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.4.14.tgz",
+      "integrity": "sha512-XPSJHWmi394fuUuzDnGz1wiKqWfo1yXecHQMRf2l6hztTO+nPru658AyDngaBe7isIxEkRsPR3FZh+s7iVa4Uw=="
+    },
     "node_modules/@mole-inc/bin-wrapper": {
       "version": "8.0.1",
       "resolved": "https://registry.npmjs.org/@mole-inc/bin-wrapper/-/bin-wrapper-8.0.1.tgz",
@@ -3447,7 +3444,7 @@
       "version": "16.18.12",
       "resolved": "https://registry.npmjs.org/@types/node/-/node-16.18.12.tgz",
       "integrity": "sha512-vzLe5NaNMjIE3mcddFVGlAXN1LEWueUsMsOJWaT6wWMJGyljHAWHznqfnKUQWGzu7TLPrGvWdNAsvQYW+C0xtw==",
-      "devOptional": true
+      "dev": true
     },
     "node_modules/@types/parse-json": {
       "version": "4.0.0",
@@ -5013,9 +5010,9 @@
       }
     },
     "node_modules/electron-to-chromium": {
-      "version": "1.4.434",
-      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.4.434.tgz",
-      "integrity": "sha512-5Gvm09UZTQRaWrimRtWRO5rvaX6Kpk5WHAPKDa7A4Gj6NIPuJ8w8WNpnxCXdd+CJJt6RBU6tUw0KyULoW6XuHw=="
+      "version": "1.4.438",
+      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.4.438.tgz",
+      "integrity": "sha512-x94U0FhphEsHsOloCvlsujHCvoir0ZQ73ZAs/QN4PLx98uNvyEU79F75rq1db75Bx/atvuh7KPeuxelh+xfYJw=="
     },
     "node_modules/emoji-regex": {
       "version": "8.0.0",
@@ -5507,6 +5504,7 @@
       "version": "2.3.2",
       "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz",
       "integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==",
+      "dev": true,
       "hasInstallScript": true,
       "optional": true,
       "os": [
@@ -8280,9 +8278,9 @@
       }
     },
     "node_modules/pirates": {
-      "version": "4.0.5",
-      "resolved": "https://registry.npmjs.org/pirates/-/pirates-4.0.5.tgz",
-      "integrity": "sha512-8V9+HQPupnaXMA23c5hvl69zXvTwTzyAYasnkb0Tts4XvO4CliqONMOnvlq26rkhLC3nWDFBJf73LU1e1VZLaQ==",
+      "version": "4.0.6",
+      "resolved": "https://registry.npmjs.org/pirates/-/pirates-4.0.6.tgz",
+      "integrity": "sha512-saLsH7WeYYPiD25LDuLRRY/i+6HaPYr6G1OUlN39otzkSTxKnubR9RTxS3/Kk50s1g2JTgFwWQDQyplC5/SHZg==",
       "engines": {
         "node": ">= 6"
       }
diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index 65f946ba2..32a71c9f9 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -1,6 +1,7 @@
 import { Handle, Position, useUpdateNodeInternals } from "reactflow";
 import {
   classNames,
+  getRandomKeyByssmm,
   groupByFamily,
   isValidConnection,
 } from "../../../../utils";
@@ -79,10 +80,10 @@ export default function ParameterComponent({
 
   useEffect(() => {
     const groupedObj = groupByFamily(myData, tooltipTitle);
-
+    
     refHtml.current = groupedObj.map((item, i) => (
       <span
-        key={i}
+        key={getRandomKeyByssmm()}
         className={classNames(
           i > 0 ? "items-center flex mt-3" : "items-center flex"
         )}
@@ -102,20 +103,19 @@ export default function ParameterComponent({
             -&nbsp;
             {item.type.split(", ").length > 2
               ? item.type.split(", ").map((el, i) => (
-                  <>
-                    <span key={i}>
-                      {i == item.type.split(", ").length - 1
-                        ? el
-                        : (el += `, `)}
+                  <React.Fragment key={el + i}>
+                    <span>
+                      {i === item.type.split(", ").length - 1 ? el : (el += `, `)}
                     </span>
-                    {i % 2 == 0 && i > 0 && <br></br>}
-                  </>
+                    {i % 2 === 0 && i > 0 && <br />}
+                  </React.Fragment>
                 ))
               : item.type}
           </span>
         </span>
       </span>
     ));
+    
   }, [tooltipTitle]);
 
   return (
diff --git a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
index f332dc5c1..cff5863ad 100644
--- a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
+++ b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
@@ -53,7 +53,7 @@ export const MenuBar = ({ flows, tabId }) => {
       </Link>
       <div className="flex items-center font-medium text-sm rounded-md py-1 px-1.5 gap-0.5">
         <DropdownMenu>
-          <DropdownMenuTrigger>
+          <DropdownMenuTrigger asChild>
             <Button
               className="gap-2 flex items-center max-w-[200px]"
               variant="primary"
diff --git a/src/frontend/src/components/ui/card.tsx b/src/frontend/src/components/ui/card.tsx
index 4f291ee39..84fba4ede 100644
--- a/src/frontend/src/components/ui/card.tsx
+++ b/src/frontend/src/components/ui/card.tsx
@@ -47,7 +47,7 @@ const CardDescription = React.forwardRef<
   HTMLParagraphElement,
   React.HTMLAttributes<HTMLParagraphElement>
 >(({ className, ...props }, ref) => (
-  <p
+  <div
     ref={ref}
     className={cn("text-sm text-muted-foreground", className)}
     {...props}
diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
index 2aab4d0e3..9cca43c85 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
@@ -160,6 +160,7 @@ export default function ExtraSidebar() {
                         content={t}
                         delayDuration={1500}
                         side="right"
+                        key={i}
                       >
                         <div key={k} data-tooltip-id={t}>
                           <div
diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index c09c64b2b..8c50f79ce 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -812,3 +812,10 @@ export function getRandomName(
   // Return title case final name
   return toTitleCase(final_name);
 }
+
+export function getRandomKeyByssmm(): string{
+  const now = new Date();
+  const seconds = String(now.getSeconds()).padStart(2, '0');
+  const milliseconds = String(now.getMilliseconds()).padStart(3, '0');
+  return seconds + milliseconds;
+}

From 9255f66a5da24ca61c6be8b8436f1baf1c00dd51 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:22:30 -0300
Subject: [PATCH 049/119] =?UTF-8?q?=F0=9F=90=9B=20fix(manager.py):=20preve?=
 =?UTF-8?q?nt=20base64=20encoding=20of=20already=20encoded=20image=20data?=
 =?UTF-8?q?=20The=20code=20now=20checks=20if=20the=20image=20data=20is=20a?=
 =?UTF-8?q?lready=20a=20string=20before=20attempting=20to=20base64=20encod?=
 =?UTF-8?q?e=20it.=20This=20prevents=20double=20encoding=20of=20the=20imag?=
 =?UTF-8?q?e=20data.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/chat/manager.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/backend/langflow/chat/manager.py b/src/backend/langflow/chat/manager.py
index 7c3a08240..4a1b8e77c 100644
--- a/src/backend/langflow/chat/manager.py
+++ b/src/backend/langflow/chat/manager.py
@@ -144,6 +144,8 @@ class ChatManager:
                 if isinstance(msg, FileResponse):
                     if msg.data_type == "image":
                         # Base64 encode the image
+                        if isinstance(msg.data, str):
+                            continue
                         msg.data = pil_to_base64(msg.data)
                     file_responses.append(msg)
                 if msg.type == "start":

From d936589c3dc22637cd0a91fddbbd0b805fa0cfa1 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:28:13 -0300
Subject: [PATCH 050/119] =?UTF-8?q?=F0=9F=9A=80=20feat(tools.py):=20add=20?=
 =?UTF-8?q?return=5Fdirect=20field=20to=20PythonFunctionToolNode=20The=20r?=
 =?UTF-8?q?eturn=5Fdirect=20field=20is=20a=20boolean=20field=20that=20allo?=
 =?UTF-8?q?ws=20the=20user=20to=20specify=20whether=20the=20output=20of=20?=
 =?UTF-8?q?the=20Python=20function=20should=20be=20returned=20directly=20o?=
 =?UTF-8?q?r=20wrapped=20in=20a=20dictionary.=20This=20field=20is=20added?=
 =?UTF-8?q?=20to=20the=20TemplateField=20list=20of=20the=20PythonFunctionT?=
 =?UTF-8?q?oolNode=20class.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/tools.py | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/tools.py b/src/backend/langflow/template/frontend_node/tools.py
index 52fd31ecf..fa3942bd2 100644
--- a/src/backend/langflow/template/frontend_node/tools.py
+++ b/src/backend/langflow/template/frontend_node/tools.py
@@ -96,6 +96,16 @@ class PythonFunctionToolNode(FrontendNode):
                 name="code",
                 advanced=False,
             ),
+            TemplateField(
+                field_type="bool",
+                required=True,
+                placeholder="",
+                is_list=False,
+                show=True,
+                multiline=False,
+                value=False,
+                name="return_direct",
+            ),
         ],
     )
     description: str = "Python function to be executed."

From 935b85a218937699fc2d9bbc3f85f45cba2b3494 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:59:23 -0300
Subject: [PATCH 051/119] =?UTF-8?q?=F0=9F=9A=80=20feat(vectorstores.py):?=
 =?UTF-8?q?=20add=20support=20for=20FAISS=20vector=20store=20type=20The=20?=
 =?UTF-8?q?FAISS=20vector=20store=20type=20is=20now=20supported=20and=20ca?=
 =?UTF-8?q?n=20be=20configured=20with=20the=20folder=5Fpath=20and=20index?=
 =?UTF-8?q?=5Fname=20fields.=20The=20folder=5Fpath=20field=20specifies=20t?=
 =?UTF-8?q?he=20local=20path=20to=20the=20FAISS=20index,=20while=20the=20i?=
 =?UTF-8?q?ndex=5Fname=20field=20specifies=20the=20name=20of=20the=20index?=
 =?UTF-8?q?.=20Additionally,=20a=20new=20client=5Fkwargs=20field=20has=20b?=
 =?UTF-8?q?een=20added=20to=20support=20additional=20client=20configuratio?=
 =?UTF-8?q?n=20options.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../template/frontend_node/vectorstores.py    | 38 ++++++++++++++++++-
 1 file changed, 37 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index 5e25d3403..ce2c35434 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -18,7 +18,18 @@ class VectorStoreFrontendNode(FrontendNode):
                 multiline=False,
                 value="http://localhost:8080",
             )
-            extra_fields.append(extra_field)
+            # Add client_kwargs field
+            extra_field2 = TemplateField(
+                name="client_kwargs",
+                field_type="code",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                value="{}",
+            )
+            extra_fields.extend((extra_field, extra_field2))
 
         elif self.template.type_name == "Chroma":
             # New bool field for persist parameter
@@ -55,6 +66,29 @@ class VectorStoreFrontendNode(FrontendNode):
                 value="",
             )
             extra_fields.extend((extra_field, extra_field2))
+        elif self.template.type_name == "FAISS":
+            extra_field = TemplateField(
+                name="folder_path",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                display_name="Local Path",
+                value="",
+            )
+            extra_field2 = TemplateField(
+                name="index_name",
+                field_type="str",
+                required=False,
+                show=True,
+                advanced=False,
+                value="",
+                display_name="Index Name",
+            )
+            extra_fields.extend((extra_field, extra_field2))
+
         if extra_fields:
             for field in extra_fields:
                 self.template.add_field(field)
@@ -76,6 +110,7 @@ class VectorStoreFrontendNode(FrontendNode):
             "weaviate_url",
             "index_name",
             "namespace",
+            "folder_path",
         ]
         advanced_fields = [
             "n_dim",
@@ -94,6 +129,7 @@ class VectorStoreFrontendNode(FrontendNode):
             "grpc_port",
             "pinecone_api_key",
             "pinecone_env",
+            "client_kwargs",
         ]
 
         # Check and set field attributes

From 9b4e65c121543a76831ad706fdfd47a7e483549c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:59:33 -0300
Subject: [PATCH 052/119] =?UTF-8?q?=F0=9F=9A=80=20feat(vector=5Fstore.py):?=
 =?UTF-8?q?=20add=20support=20for=20Weaviate=20and=20FAISS=20vector=20stor?=
 =?UTF-8?q?es=20This=20commit=20adds=20support=20for=20Weaviate=20and=20FA?=
 =?UTF-8?q?ISS=20vector=20stores=20to=20the=20existing=20Pinecone,=20Qdran?=
 =?UTF-8?q?t,=20and=20Chroma=20vector=20stores.=20The=20`initialize=5Fweav?=
 =?UTF-8?q?iate`=20function=20initializes=20Weaviate=20and=20returns=20the?=
 =?UTF-8?q?=20class=20object.=20The=20`initialize=5Ffaiss`=20function=20in?=
 =?UTF-8?q?itializes=20FAISS=20and=20returns=20the=20class=20object.=20The?=
 =?UTF-8?q?se=20functions=20are=20used=20to=20initialize=20the=20respectiv?=
 =?UTF-8?q?e=20vector=20stores.=20The=20`docs=5Fin=5Fparams`=20function=20?=
 =?UTF-8?q?is=20used=20to=20check=20if=20there=20are=20documents=20in=20th?=
 =?UTF-8?q?e=20parameters.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../interface/initialize/vector_store.py      | 42 ++++++++++++++++++-
 1 file changed, 41 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index c1ce5c227..dfdf3a28f 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -1,5 +1,6 @@
+import json
 from typing import Type
-from langchain.vectorstores import Pinecone, Qdrant, Chroma
+from langchain.vectorstores import Pinecone, Qdrant, Chroma, FAISS, Weaviate
 
 
 def docs_in_params(params: dict) -> bool:
@@ -10,6 +11,45 @@ def docs_in_params(params: dict) -> bool:
     )
 
 
+def initialize_weaviate(class_object: Type[Weaviate], params: dict):
+    """Initialize weaviate and return the class object"""
+    if not docs_in_params(params):
+        import weaviate
+
+        client_kwargs_json = params.get("client_kwargs", "{}")
+        client_kwargs = json.loads(client_kwargs_json)
+        client_params = {
+            "url": params.get("weaviate_url"),
+        }
+        client_params.update(client_kwargs)
+        weaviate_client = weaviate.Client(**client_params)
+
+        new_params = {
+            "client": weaviate_client,
+            "index_name": params.get("index_name"),
+            "text_key": params.get("text_key"),
+        }
+        weaviate = class_object(**new_params)
+    # If there are docs in the params, create a new index
+    if "texts" in params:
+        params["documents"] = params.pop("texts")
+
+    return class_object.from_documents(**params)
+
+
+def initialize_faiss(class_object: Type[FAISS], params: dict):
+    """Initialize faiss and return the class object"""
+
+    if not docs_in_params(params):
+        return class_object.load_local
+
+    save_local = params.get("save_local")
+    faiss_index = class_object(**params)
+    if save_local:
+        faiss_index.save_local(folder_path=save_local)
+    return faiss_index
+
+
 def initialize_pinecone(class_object: Type[Pinecone], params: dict):
     """Initialize pinecone and return the class object"""
 

From eda3b1cef6d70f131f2fe0ae75ad837651d05cab Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 19:59:56 -0300
Subject: [PATCH 053/119] =?UTF-8?q?=F0=9F=93=A6=20chore(pyproject.toml):?=
 =?UTF-8?q?=20add=20pinecone-client=20dependency=20to=20dev=20dependencies?=
 =?UTF-8?q?=20The=20pinecone-client=20dependency=20was=20added=20to=20the?=
 =?UTF-8?q?=20dev=20dependencies=20section=20of=20the=20pyproject.toml=20f?=
 =?UTF-8?q?ile.=20This=20was=20done=20to=20enable=20the=20use=20of=20Pinec?=
 =?UTF-8?q?one=20in=20the=20development=20environment.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 83 +++++++++++++++++++++++++++++++++++++++++++++++++-
 pyproject.toml |  1 +
 2 files changed, 83 insertions(+), 1 deletion(-)

diff --git a/poetry.lock b/poetry.lock
index 16c3652a2..4cdd7e898 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1030,6 +1030,27 @@ files = [
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
 
+[[package]]
+name = "dnspython"
+version = "2.3.0"
+description = "DNS toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
+    {file = "dnspython-2.3.0-py3-none-any.whl", hash = "sha256:89141536394f909066cabd112e3e1a37e4e654db00a25308b0f130bc3152eb46"},
+    {file = "dnspython-2.3.0.tar.gz", hash = "sha256:224e32b03eb46be70e12ef6d64e0be123a64e621ab4c0822ff6d450d52a540b9"},
+]
+
+[package.extras]
+curio = ["curio (>=1.2,<2.0)", "sniffio (>=1.1,<2.0)"]
+dnssec = ["cryptography (>=2.6,<40.0)"]
+doh = ["h2 (>=4.1.0)", "httpx (>=0.21.1)", "requests (>=2.23.0,<3.0.0)", "requests-toolbelt (>=0.9.1,<0.11.0)"]
+doq = ["aioquic (>=0.9.20)"]
+idna = ["idna (>=2.1,<4.0)"]
+trio = ["trio (>=0.14,<0.23)"]
+wmi = ["wmi (>=1.5.1,<2.0.0)"]
+
 [[package]]
 name = "docarray"
 version = "0.21.0"
@@ -2485,6 +2506,25 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.5.0,<5.0.0"
 
+[[package]]
+name = "loguru"
+version = "0.7.0"
+description = "Python logging made (stupidly) simple"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "loguru-0.7.0-py3-none-any.whl", hash = "sha256:b93aa30099fa6860d4727f1b81f8718e965bb96253fa190fab2077aaad6d15d3"},
+    {file = "loguru-0.7.0.tar.gz", hash = "sha256:1612053ced6ae84d7959dd7d5e431a0532642237ec21f7fd83ac73fe539e03e1"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
+win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegun (==1.1.0)", "freezegun (==1.2.2)", "mypy (==v0.910)", "mypy (==v0.971)", "mypy (==v0.990)", "pre-commit (==3.2.1)", "pytest (==6.1.2)", "pytest (==7.2.1)", "pytest-cov (==2.12.1)", "pytest-cov (==4.0.0)", "pytest-mypy-plugins (==1.10.1)", "pytest-mypy-plugins (==1.9.3)", "sphinx-autobuild (==2021.3.14)", "sphinx-rtd-theme (==1.2.0)", "tox (==3.27.1)", "tox (==4.4.6)"]
+
 [[package]]
 name = "lxml"
 version = "4.9.2"
@@ -3806,6 +3846,32 @@ files = [
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "pinecone-client"
+version = "2.2.2"
+description = "Pinecone client and SDK"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pinecone-client-2.2.2.tar.gz", hash = "sha256:391fe413754efd4e0ef00154b44271d63c4cdd4bedf088d23111a5725d863210"},
+    {file = "pinecone_client-2.2.2-py3-none-any.whl", hash = "sha256:21fddb752668efee4d3c6b706346d9580e36a8b06b8d97afd60bd33ef2536e7e"},
+]
+
+[package.dependencies]
+dnspython = ">=2.0.0"
+loguru = ">=0.5.0"
+numpy = ">=1.22.0"
+python-dateutil = ">=2.5.3"
+pyyaml = ">=5.4"
+requests = ">=2.19.0"
+tqdm = ">=4.64.1"
+typing-extensions = ">=3.7.4"
+urllib3 = ">=1.21.1"
+
+[package.extras]
+grpc = ["googleapis-common-protos (>=1.53.0)", "grpc-gateway-protoc-gen-openapiv2 (==0.1.0)", "grpcio (>=1.44.0)", "lz4 (>=3.1.3)", "protobuf (>=3.19.5,<3.20.0)"]
+
 [[package]]
 name = "platformdirs"
 version = "3.7.0"
@@ -6100,6 +6166,21 @@ files = [
 beautifulsoup4 = "*"
 requests = ">=2.0.0,<3.0.0"
 
+[[package]]
+name = "win32-setctime"
+version = "1.1.0"
+description = "A small Python utility to set file creation time on Windows"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "win32_setctime-1.1.0-py3-none-any.whl", hash = "sha256:231db239e959c2fe7eb1d7dc129f11172354f98361c4fa2d6d2d7e278baa8aad"},
+    {file = "win32_setctime-1.1.0.tar.gz", hash = "sha256:15cf5750465118d6929ae4de4eb46e8edae9a5634350c01ba582df868e932cb2"},
+]
+
+[package.extras]
+dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
+
 [[package]]
 name = "wrapt"
 version = "1.15.0"
@@ -6366,4 +6447,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "49c4252d510cda8418eb432e527180cb4b3581cbe8e67905150a6f86840704af"
+content-hash = "51c72102b2106e55cdc2fce423897318a652985fba9a9e945cb9ec06397397a9"
diff --git a/pyproject.toml b/pyproject.toml
index f9159ae08..19d5a8f66 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -66,6 +66,7 @@ multiprocess = "^0.70.14"
 cachetools = "^5.3.1"
 types-cachetools = "^5.3.0.5"
 appdirs = "^1.4.4"
+pinecone-client = "^2.2.2"
 
 
 [tool.poetry.group.dev.dependencies]

From 4470ca792c2bbffecbc943bdef86d42143ee70b7 Mon Sep 17 00:00:00 2001
From: Cristhian Zanforlin Lousa <cristhian.lousa@gmail.com>
Date: Thu, 22 Jun 2023 20:08:03 -0300
Subject: [PATCH 054/119] =?UTF-8?q?=F0=9F=8E=A8=20style(inputFileComponent?=
 =?UTF-8?q?):=20add=20loading=20spinner=20to=20input=20file=20component=20?=
 =?UTF-8?q?to=20indicate=20file=20upload=20progress?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../src/components/LoadingSpinner/index.tsx     |  9 +++++++++
 .../src/components/inputFileComponent/index.tsx | 17 +++++++++++++++--
 2 files changed, 24 insertions(+), 2 deletions(-)
 create mode 100644 src/frontend/src/components/LoadingSpinner/index.tsx

diff --git a/src/frontend/src/components/LoadingSpinner/index.tsx b/src/frontend/src/components/LoadingSpinner/index.tsx
new file mode 100644
index 000000000..44c0f864d
--- /dev/null
+++ b/src/frontend/src/components/LoadingSpinner/index.tsx
@@ -0,0 +1,9 @@
+import { useContext, useEffect, useRef, useState } from "react";
+import { RadialProgressType } from "../../types/components";
+
+export default function LoadingSpinner({}) {
+
+  return (
+    <></>
+  );
+}
diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index 041c2e01b..08901f3d1 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -5,6 +5,7 @@ import { FileComponentType } from "../../types/components";
 import { TabsContext } from "../../contexts/tabsContext";
 import { INPUT_STYLE } from "../../constants";
 import { uploadFile } from "../../controllers/API";
+import RadialProgressComponent from "../RadialProgress";
 
 export default function InputFileComponent({
   value,
@@ -16,6 +17,7 @@ export default function InputFileComponent({
   editNode = false,
 }: FileComponentType) {
   const [myValue, setMyValue] = useState(value);
+  const [loading, setLoading] = useState(false);
   const { setErrorData } = useContext(alertContext);
   const { tabId } = useContext(TabsContext);
   useEffect(() => {
@@ -48,6 +50,8 @@ export default function InputFileComponent({
     input.multiple = false; // Allow only one file selection
 
     input.onchange = (e: Event) => {
+      setLoading(true);
+
       // Get the selected file
       const file = (e.target as HTMLInputElement).files?.[0];
 
@@ -68,9 +72,11 @@ export default function InputFileComponent({
             onChange(file.name);
             // sets the value that goes to the backend
             onFileChange(file_path);
+            setLoading(false);
           })
           .catch(() => {
             console.error("Error occurred while uploading file");
+            setLoading(false);
           });
       } else {
         // Show an error if the file type is not allowed
@@ -79,6 +85,7 @@ export default function InputFileComponent({
             "Please select a valid file. Only these file types are allowed:",
           list: fileTypes,
         });
+        setLoading(false);
       }
     };
 
@@ -92,7 +99,7 @@ export default function InputFileComponent({
         disabled ? "pointer-events-none cursor-not-allowed w-full" : "w-full"
       }
     >
-      <div className="w-full flex items-center gap-3">
+      <div className="w-full flex items-center gap-2">
         <span
           onClick={handleButtonClick}
           className={
@@ -107,9 +114,15 @@ export default function InputFileComponent({
           {myValue !== "" ? myValue : "No file"}
         </span>
         <button onClick={handleButtonClick}>
-          {!editNode && (
+          {(!editNode && !loading) && (
             <DocumentMagnifyingGlassIcon className="w-8 h-8  hover:text-ring" />
           )}
+          {
+            (!editNode && loading) && (
+              <span className="loading loading-spinner loading-sm pl-3 w-8 h-8 pointer-events-none"></span>
+            )
+          }
+
         </button>
       </div>
     </div>

From 01545f316e649a7de9e062aaeea2a2779a43da0f Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 22 Jun 2023 20:53:52 -0300
Subject: [PATCH 055/119] fix(RadialProgress): round percentage value to
 nearest integer to improve readability and consistency

---
 src/frontend/src/components/RadialProgress/index.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/frontend/src/components/RadialProgress/index.tsx b/src/frontend/src/components/RadialProgress/index.tsx
index c9bd8d52c..b468b12e8 100644
--- a/src/frontend/src/components/RadialProgress/index.tsx
+++ b/src/frontend/src/components/RadialProgress/index.tsx
@@ -13,7 +13,7 @@ export default function RadialProgressComponent({
 
   return (
     <div className={"radial-progress " + color} style={style}>
-      <strong className="text-[8px]">{value * 100}%</strong>
+      <strong className="text-[8px]">{Math.trunc(value * 100)}%</strong>
     </div>
   );
 }

From 7050452473b10b32d62705e28257a57830e430c2 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 22 Jun 2023 20:58:03 -0300
Subject: [PATCH 056/119] feat(frontend): add SupabaseIcon component and its
 SVG file to the project to be used in the UI

---
 src/frontend/src/icons/supabase/index.tsx     |  8 ++
 .../src/icons/supabase/supabase-icon.svg      | 99 +++++++++++++++++++
 2 files changed, 107 insertions(+)
 create mode 100644 src/frontend/src/icons/supabase/index.tsx
 create mode 100644 src/frontend/src/icons/supabase/supabase-icon.svg

diff --git a/src/frontend/src/icons/supabase/index.tsx b/src/frontend/src/icons/supabase/index.tsx
new file mode 100644
index 000000000..e287bfb40
--- /dev/null
+++ b/src/frontend/src/icons/supabase/index.tsx
@@ -0,0 +1,8 @@
+import React, { forwardRef } from "react";
+import { ReactComponent as SupabaseSvg } from "./supabase-icon.svg";
+
+export const SupabaseIcon = forwardRef<SVGSVGElement, React.PropsWithChildren<{}>>(
+  (props, ref) => {
+    return <SupabaseSvg ref={ref} {...props} />;
+  }
+);
diff --git a/src/frontend/src/icons/supabase/supabase-icon.svg b/src/frontend/src/icons/supabase/supabase-icon.svg
new file mode 100644
index 000000000..ac43e170a
--- /dev/null
+++ b/src/frontend/src/icons/supabase/supabase-icon.svg
@@ -0,0 +1,99 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<svg
+   xmlns:dc="http://purl.org/dc/elements/1.1/"
+   xmlns:cc="http://creativecommons.org/ns#"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+   xmlns:svg="http://www.w3.org/2000/svg"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   width="64"
+   height="64"
+   viewBox="0 0 64 64"
+   version="1.1"
+   id="svg20"
+   sodipodi:docname="supabase-icon.svg"
+   style="fill:none"
+   inkscape:version="0.92.4 (5da689c313, 2019-01-14)">
+  <metadata
+     id="metadata24">
+    <rdf:RDF>
+      <cc:Work
+         rdf:about="">
+        <dc:format>image/svg+xml</dc:format>
+        <dc:type
+           rdf:resource="http://purl.org/dc/dcmitype/StillImage" />
+        <dc:title></dc:title>
+      </cc:Work>
+    </rdf:RDF>
+  </metadata>
+  <sodipodi:namedview
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1"
+     objecttolerance="10"
+     gridtolerance="10"
+     guidetolerance="10"
+     inkscape:pageopacity="0"
+     inkscape:pageshadow="2"
+     inkscape:window-width="1687"
+     inkscape:window-height="849"
+     id="namedview22"
+     showgrid="false"
+     inkscape:zoom="2.0884956"
+     inkscape:cx="54.5"
+     inkscape:cy="56.5"
+     inkscape:window-x="70"
+     inkscape:window-y="0"
+     inkscape:window-maximized="0"
+     inkscape:current-layer="svg20" />
+  <path
+     d="m 37.41219,62.936701 c -1.634985,2.05896 -4.950068,0.93085 -4.989463,-1.69817 L 31.846665,22.786035 h 25.855406 c 4.683108,0 7.294967,5.409033 4.382927,9.07673 z"
+     id="path2"
+     style="fill:url(#paint0_linear);stroke-width:0.57177335"
+     inkscape:connector-curvature="0" />
+  <path
+     d="m 37.41219,62.936701 c -1.634985,2.05896 -4.950068,0.93085 -4.989463,-1.69817 L 31.846665,22.786035 h 25.855406 c 4.683108,0 7.294967,5.409033 4.382927,9.07673 z"
+     id="path4"
+     style="fill:url(#paint1_linear);fill-opacity:0.2;stroke-width:0.57177335"
+     inkscape:connector-curvature="0" />
+  <path
+     d="m 26.89694,1.0634102 c 1.634986,-2.05918508 4.950125,-0.93090008 4.989521,1.698149 L 32.138899,41.214003 H 6.607076 c -4.6832501,0 -7.29518376,-5.409032 -4.3830007,-9.07673 z"
+     id="path6"
+     inkscape:connector-curvature="0"
+     style="fill:#3ecf8e;stroke-width:0.57177335" />
+  <defs
+     id="defs18">
+    <linearGradient
+       id="paint0_linear"
+       x1="53.973801"
+       y1="54.973999"
+       x2="94.163498"
+       y2="71.829498"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.57177306,0,0,0.57177334,0.98590077,-0.12074988)">
+      <stop
+         stop-color="#249361"
+         id="stop8" />
+      <stop
+         offset="1"
+         stop-color="#3ECF8E"
+         id="stop10" />
+    </linearGradient>
+    <linearGradient
+       id="paint1_linear"
+       x1="36.1558"
+       y1="30.577999"
+       x2="54.484402"
+       y2="65.080597"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.57177306,0,0,0.57177334,0.98590077,-0.12074988)">
+      <stop
+         id="stop13" />
+      <stop
+         offset="1"
+         stop-opacity="0"
+         id="stop15" />
+    </linearGradient>
+  </defs>
+</svg>

From 4056cd09d4053ca6cfbe47d060441446afb6f769 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 22 Jun 2023 20:58:35 -0300
Subject: [PATCH 057/119] fix(RadialProgress): round percentage value to
 nearest integer using Math.trunc() to improve display accuracy

---
 src/frontend/src/components/RadialProgress/index.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/frontend/src/components/RadialProgress/index.tsx b/src/frontend/src/components/RadialProgress/index.tsx
index c9bd8d52c..b468b12e8 100644
--- a/src/frontend/src/components/RadialProgress/index.tsx
+++ b/src/frontend/src/components/RadialProgress/index.tsx
@@ -13,7 +13,7 @@ export default function RadialProgressComponent({
 
   return (
     <div className={"radial-progress " + color} style={style}>
-      <strong className="text-[8px]">{value * 100}%</strong>
+      <strong className="text-[8px]">{Math.trunc(value * 100)}%</strong>
     </div>
   );
 }

From 7da52ca9a1a158e7fb8c4776df306114946c81e4 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 21:00:46 -0300
Subject: [PATCH 058/119] =?UTF-8?q?=E2=9C=A8=20feat(vector=5Fstore.py):=20?=
 =?UTF-8?q?add=20support=20for=20Supabase=20as=20a=20vector=20store=20The?=
 =?UTF-8?q?=20websockets=20version=20was=20downgraded=20to=2010.3=20to=20f?=
 =?UTF-8?q?ix=20compatibility=20issues=20with=20other=20dependencies.=20Su?=
 =?UTF-8?q?pabase=20was=20added=20to=20the=20dependencies=20to=20support?=
 =?UTF-8?q?=20it=20as=20a=20vector=20store.=20The=20initialize=5Fsupabase?=
 =?UTF-8?q?=20function=20was=20added=20to=20initialize=20the=20Supabase=20?=
 =?UTF-8?q?client=20and=20return=20the=20class=20object.=20This=20allows?=
 =?UTF-8?q?=20the=20use=20of=20Supabase=20as=20a=20vector=20store=20in=20t?=
 =?UTF-8?q?he=20application.=20=F0=9F=9A=80=20chore(pyproject.toml):=20dow?=
 =?UTF-8?q?ngrade=20websockets=20version=20to=2010.3=20=F0=9F=9A=80=20chor?=
 =?UTF-8?q?e(pyproject.toml):=20add=20supabase=20to=20dependencies?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 809 ++++++++++++++++++++++++++++++++++++++++---------
 pyproject.toml |   3 +-
 2 files changed, 668 insertions(+), 144 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4cdd7e898..cbc6b2f80 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -402,6 +402,25 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "bleach"
+version = "6.0.0"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "bleach-6.0.0-py3-none-any.whl", hash = "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"},
+    {file = "bleach-6.0.0.tar.gz", hash = "sha256:1a1a85c1595e07d8db14c5f09f09e6433502c51c595970edc090551f0db99414"},
+]
+
+[package.dependencies]
+six = ">=1.9.0"
+webencodings = "*"
+
+[package.extras]
+css = ["tinycss2 (>=1.1.0,<1.2)"]
+
 [[package]]
 name = "cachetools"
 version = "5.3.1"
@@ -645,79 +664,94 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "click-log"
+version = "0.4.0"
+description = "Logging integration for Click"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "click-log-0.4.0.tar.gz", hash = "sha256:3970f8570ac54491237bcdb3d8ab5e3eef6c057df29f8c3d1151a51a9c23b975"},
+    {file = "click_log-0.4.0-py2.py3-none-any.whl", hash = "sha256:a43e394b528d52112af599f2fc9e4b7cf3c15f94e53581f74fa6867e68c91756"},
+]
+
+[package.dependencies]
+click = "*"
+
 [[package]]
 name = "clickhouse-connect"
-version = "0.6.3"
+version = "0.6.4"
 description = "ClickHouse Database Core Driver for Python, Pandas, and Superset"
 category = "main"
 optional = false
 python-versions = "~=3.7"
 files = [
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 [package.dependencies]
@@ -921,14 +955,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "ctransformers"
-version = "0.2.9"
+version = "0.2.10"
 description = "Python bindings for the Transformer models implemented in C/C++ using GGML library."
 category = "main"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -1015,6 +1049,21 @@ wrapt = ">=1.10,<2"
 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
+[[package]]
+name = "deprecation"
+version = "2.1.0"
+description = "A library to handle automated deprecations"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+packaging = "*"
+
 [[package]]
 name = "dill"
 version = "0.3.6"
@@ -1114,6 +1163,30 @@ files = [
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 ]
 
+[[package]]
+name = "docutils"
+version = "0.20.1"
+description = "Docutils -- Python Documentation Utilities"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[[package]]
+name = "dotty-dict"
+version = "1.3.1"
+description = "Dictionary wrapper for quick access to deeply nested keys."
+category = "main"
+optional = false
+python-versions = ">=3.5,<4.0"
+files = [
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+]
+
 [[package]]
 name = "duckdb"
 version = "0.8.1"
@@ -1418,6 +1491,36 @@ files = [
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 ]
 
+[[package]]
+name = "gitdb"
+version = "4.0.10"
+description = "Git Object Database"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+smmap = ">=3.0.1,<6"
+
+[[package]]
+name = "gitpython"
+version = "3.1.31"
+description = "GitPython is a Python library used to interact with Git repositories"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "GitPython-3.1.31-py3-none-any.whl", hash = "sha256:f04893614f6aa713a60cbbe1e6a97403ef633103cdd0ef5eb6efe0deb98dbe8d"},
+    {file = "GitPython-3.1.31.tar.gz", hash = "sha256:8ce3bcf69adfdf7c7d503e78fd3b1c492af782d58893b650adb2ac8912ddd573"},
+]
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
 [[package]]
 name = "google-api-core"
 version = "2.11.1"
@@ -1535,6 +1638,22 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4
 [package.extras]
 grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
+[[package]]
+name = "gotrue"
+version = "1.0.2"
+description = "Python Client Library for GoTrue"
+category = "main"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "gotrue-1.0.2-py3-none-any.whl", hash = "sha256:5377e7fd316b77df7be9e0c3c017d338bed2ba2e95a99fb44374b523d167ec65"},
+    {file = "gotrue-1.0.2.tar.gz", hash = "sha256:9ad9b2536ca68676cf37dc663b64f259956826075e80a9cb3f5a3ba150355811"},
+]
+
+[package.dependencies]
+httpx = ">=0.23,<0.25"
+pydantic = ">=1.10.0,<2.0.0"
+
 [[package]]
 name = "greenlet"
 version = "2.0.2"
@@ -2076,6 +2195,18 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "invoke"
+version = "1.7.3"
+description = "Pythonic task execution"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "invoke-1.7.3-py3-none-any.whl", hash = "sha256:d9694a865764dd3fd91f25f7e9a97fb41666e822bbb00e670091e3f43933574d"},
+    {file = "invoke-1.7.3.tar.gz", hash = "sha256:41b428342d466a82135d5ab37119685a989713742be46e42a3a399d685579314"},
+]
+
 [[package]]
 name = "ipykernel"
 version = "6.23.2"
@@ -2150,6 +2281,25 @@ qtconsole = ["qtconsole"]
 test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
 test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
+[[package]]
+name = "jaraco-classes"
+version = "3.2.3"
+description = "Utility functions for Python class constructs"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jaraco.classes-3.2.3-py3-none-any.whl", hash = "sha256:2353de3288bc6b82120752201c6b1c1a14b058267fa424ed5ce5984e3b922158"},
+    {file = "jaraco.classes-3.2.3.tar.gz", hash = "sha256:89559fa5c1d3c34eff6f631ad80bb21f378dbcbb35dd161fd2c6b93f5be2f98a"},
+]
+
+[package.dependencies]
+more-itertools = "*"
+
+[package.extras]
+docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+
 [[package]]
 name = "jcloud"
 version = "0.2.12"
@@ -2193,6 +2343,22 @@ docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alab
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
 testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
+[[package]]
+name = "jeepney"
+version = "0.8.0"
+description = "Low-level, pure Python DBus protocol wrapper."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"},
+    {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"},
+]
+
+[package.extras]
+test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
+trio = ["async_generator", "trio"]
+
 [[package]]
 name = "jina"
 version = "3.15.2"
@@ -2412,6 +2578,30 @@ traitlets = ">=5.3"
 docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "keyring"
+version = "24.0.1"
+description = "Store and access your passwords safely."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "keyring-24.0.1-py3-none-any.whl", hash = "sha256:b3eaa3874e2cffeba2d73e3f275c83827156d0616a2160a610a60d63922ad24b"},
+    {file = "keyring-24.0.1.tar.gz", hash = "sha256:f77da625a448baa77906b099be9feaa29aa90979547506ac1ec422926085cee0"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
+"jaraco.classes" = "*"
+jeepney = {version = ">=0.4.2", markers = "sys_platform == \"linux\""}
+pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
+SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
+
+[package.extras]
+completion = ["shtab"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
 [[package]]
 name = "langchain"
 version = "0.0.208"
@@ -2452,13 +2642,13 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langchain-serve"
-version = "0.0.45"
+version = "0.0.46"
 description = "Langchain Serve - serve your langchain apps on Jina AI Cloud."
 category = "main"
 optional = true
 python-versions = "*"
 files = [
-    {file = "langchain-serve-0.0.45.tar.gz", hash = "sha256:d4cff0d8838dbe8debc2c5e3ee43d53245b7e7458c2dc23cf37a79be7327058b"},
+    {file = "langchain-serve-0.0.46.tar.gz", hash = "sha256:e99e31aada6b6e61e514e6398d110df3b9dcd03a804cdb46f40ac9dba5614820"},
 ]
 
 [package.dependencies]
@@ -2846,6 +3036,18 @@ files = [
     {file = "monotonic-1.6.tar.gz", hash = "sha256:3a55207bcfed53ddd5c5bae174524062935efed17792e9de2ad0205ce9ad63f7"},
 ]
 
+[[package]]
+name = "more-itertools"
+version = "9.1.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "more-itertools-9.1.0.tar.gz", hash = "sha256:cabaa341ad0389ea83c17a94566a53ae4c9d07349861ecb14dc6d0345cf9ac5d"},
+    {file = "more_itertools-9.1.0-py3-none-any.whl", hash = "sha256:d2bc7f02446e86a68911e58ded76d6561eea00cddfb2a91e7019bbb586c799f3"},
+]
+
 [[package]]
 name = "mpmath"
 version = "1.3.0"
@@ -3872,6 +4074,21 @@ urllib3 = ">=1.21.1"
 [package.extras]
 grpc = ["googleapis-common-protos (>=1.53.0)", "grpc-gateway-protoc-gen-openapiv2 (==0.1.0)", "grpcio (>=1.44.0)", "lz4 (>=3.1.3)", "protobuf (>=3.19.5,<3.20.0)"]
 
+[[package]]
+name = "pkginfo"
+version = "1.9.6"
+description = "Query metadata from sdists / bdists / installed packages."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pkginfo-1.9.6-py3-none-any.whl", hash = "sha256:4b7a555a6d5a22169fcc9cf7bfd78d296b0361adad412a346c1226849af5e546"},
+    {file = "pkginfo-1.9.6.tar.gz", hash = "sha256:8fd5896e8718a4372f0ea9cc9d96f6417c9b986e23a4d116dda26b62cc29d046"},
+]
+
+[package.extras]
+testing = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "platformdirs"
 version = "3.7.0"
@@ -3924,6 +4141,24 @@ docs = ["sphinx (>=1.7.1)"]
 redis = ["redis"]
 tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-timeout (>=2.1.0)", "redis", "sphinx (>=6.0.0)"]
 
+[[package]]
+name = "postgrest"
+version = "0.10.6"
+description = "PostgREST client for Python. This library provides an ORM interface to PostgREST."
+category = "main"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "postgrest-0.10.6-py3-none-any.whl", hash = "sha256:7302068ce3cd80e761e35d6d665d3e65632442488258e3299c008013119d7fe6"},
+    {file = "postgrest-0.10.6.tar.gz", hash = "sha256:ee145d53ea8642a16fa7f42848443baa08ae1e6f41e071865f5f54bcb3b24aa3"},
+]
+
+[package.dependencies]
+deprecation = ">=2.1.0,<3.0.0"
+httpx = ">=0.23.0,<0.24.0"
+pydantic = ">=1.9.0,<2.0.0"
+strenum = ">=0.4.9,<0.5.0"
+
 [[package]]
 name = "posthog"
 version = "3.0.1"
@@ -4490,6 +4725,26 @@ files = [
 [package.extras]
 cli = ["click (>=5.0)"]
 
+[[package]]
+name = "python-gitlab"
+version = "3.15.0"
+description = "Interact with GitLab API"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "python-gitlab-3.15.0.tar.gz", hash = "sha256:c9e65eb7612a9fbb8abf0339972eca7fd7a73d4da66c9b446ffe528930aff534"},
+    {file = "python_gitlab-3.15.0-py3-none-any.whl", hash = "sha256:8f8d1c0d387f642eb1ac7bf5e8e0cd8b3dd49c6f34170cee3c7deb7d384611f3"},
+]
+
+[package.dependencies]
+requests = ">=2.25.0"
+requests-toolbelt = ">=0.10.1"
+
+[package.extras]
+autocompletion = ["argcomplete (>=1.10.0,<3)"]
+yaml = ["PyYaml (>=5.2)"]
+
 [[package]]
 name = "python-jose"
 version = "3.3.0"
@@ -4555,6 +4810,38 @@ lxml = ">=3.1.0"
 Pillow = ">=3.3.2"
 XlsxWriter = ">=0.5.7"
 
+[[package]]
+name = "python-semantic-release"
+version = "7.33.2"
+description = "Automatic Semantic Versioning for Python projects"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "python-semantic-release-7.33.2.tar.gz", hash = "sha256:c23b4bb746e9ddbe1ba7497c48f7d81403e67a14ceb37928ef667c1fbee5e324"},
+    {file = "python_semantic_release-7.33.2-py3-none-any.whl", hash = "sha256:9e4990cc0a4dc37482ac5ec7fe6f70f71681228f68f0fa39370415701fdcf632"},
+]
+
+[package.dependencies]
+click = ">=7,<9"
+click-log = ">=0.3,<1"
+dotty-dict = ">=1.3.0,<2"
+gitpython = ">=3.0.8,<4"
+invoke = ">=1.4.1,<2"
+packaging = "*"
+python-gitlab = ">=2,<4"
+requests = ">=2.25,<3"
+semver = ">=2.10,<3"
+tomlkit = ">=0.10,<1.0"
+twine = ">=3,<4"
+wheel = "*"
+
+[package.extras]
+dev = ["black", "isort", "tox"]
+docs = ["Jinja2 (==3.0.3)", "Sphinx (==1.3.6)"]
+mypy = ["mypy", "types-requests"]
+test = ["coverage (>=5,<6)", "mock (==1.3.0)", "pytest (>=7,<8)", "pytest-mock (>=2,<3)", "pytest-xdist (>=1,<2)", "responses (==0.13.3)"]
+
 [[package]]
 name = "pytz"
 version = "2023.3"
@@ -4591,6 +4878,18 @@ files = [
     {file = "pywin32-306-cp39-cp39-win_amd64.whl", hash = "sha256:39b61c15272833b5c329a2989999dcae836b1eed650252ab1b7bfbe1d59f30f4"},
 ]
 
+[[package]]
+name = "pywin32-ctypes"
+version = "0.2.1"
+description = "A (partial) reimplementation of pywin32 using ctypes/cffi"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pywin32-ctypes-0.2.1.tar.gz", hash = "sha256:934a2def1e5cbc472b2b6bf80680c0f03cd87df65dfd58bfd1846969de095b03"},
+    {file = "pywin32_ctypes-0.2.1-py3-none-any.whl", hash = "sha256:b9a53ef754c894a525469933ab2a447c74ec1ea6b9d2ef446f40ec50d3dcec9f"},
+]
+
 [[package]]
 name = "pyyaml"
 version = "6.0"
@@ -4753,6 +5052,43 @@ pydantic = ">=1.8,<2.0"
 typing-extensions = ">=4.0.0,<4.6.0"
 urllib3 = ">=1.26.14,<2.0.0"
 
+[[package]]
+name = "readme-renderer"
+version = "40.0"
+description = "readme_renderer is a library for rendering \"readme\" descriptions for Warehouse"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "readme_renderer-40.0-py3-none-any.whl", hash = "sha256:e18feb2a1e7706f2865b81ebb460056d93fb29d69daa10b223c00faa7bd9a00a"},
+    {file = "readme_renderer-40.0.tar.gz", hash = "sha256:9f77b519d96d03d7d7dce44977ba543090a14397c4f60de5b6eb5b8048110aa4"},
+]
+
+[package.dependencies]
+bleach = ">=2.1.0"
+docutils = ">=0.13.1"
+Pygments = ">=2.5.1"
+
+[package.extras]
+md = ["cmarkgfm (>=0.8.0)"]
+
+[[package]]
+name = "realtime"
+version = "1.0.0"
+description = ""
+category = "main"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "realtime-1.0.0-py3-none-any.whl", hash = "sha256:ceab9e292211ab08b5792ac52b3fa25398440031d5b369bd5799b8125056e2d8"},
+    {file = "realtime-1.0.0.tar.gz", hash = "sha256:14e540c4a0cc2736ae83e0cbd7efbbfb8b736df1681df2b9141556cb4848502d"},
+]
+
+[package.dependencies]
+python-dateutil = ">=2.8.1,<3.0.0"
+typing-extensions = ">=4.2.0,<5.0.0"
+websockets = ">=10.3,<11.0"
+
 [[package]]
 name = "regex"
 version = "2023.6.3"
@@ -4873,6 +5209,21 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-toolbelt"
+version = "1.0.0"
+description = "A utility belt for advanced users of python-requests"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
+    {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
+]
+
+[package.dependencies]
+requests = ">=2.0.1,<3.0.0"
+
 [[package]]
 name = "rfc3986"
 version = "1.5.0"
@@ -5034,6 +5385,34 @@ dev = ["click", "doit (>=0.36.0)", "flake8", "mypy", "pycodestyle", "pydevtool",
 doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
 test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
+[[package]]
+name = "secretstorage"
+version = "3.3.3"
+description = "Python bindings to FreeDesktop.org Secret Service API"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "SecretStorage-3.3.3-py3-none-any.whl", hash = "sha256:f356e6628222568e3af06f2eba8df495efa13b3b63081dafd4f7d9a7b7bc9f99"},
+    {file = "SecretStorage-3.3.3.tar.gz", hash = "sha256:2403533ef369eca6d2ba81718576c5e0f564d5cca1b58f73a8b23e7d4eeebd77"},
+]
+
+[package.dependencies]
+cryptography = ">=2.0"
+jeepney = ">=0.6"
+
+[[package]]
+name = "semver"
+version = "2.13.0"
+description = "Python helper for Semantic Versioning (http://semver.org/)"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "semver-2.13.0-py2.py3-none-any.whl", hash = "sha256:ced8b23dceb22134307c1b8abfa523da14198793d9787ac838e70e29e77458d4"},
+    {file = "semver-2.13.0.tar.gz", hash = "sha256:fa0fe2722ee1c3f57eac478820c3a5ae2f624af8264cbdf9000c980ff7f75e3f"},
+]
+
 [[package]]
 name = "sentence-transformers"
 version = "2.2.2"
@@ -5141,6 +5520,18 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
+[[package]]
+name = "smmap"
+version = "5.0.0"
+description = "A pure Python implementation of a sliding window memory map manager"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "smmap-5.0.0-py3-none-any.whl", hash = "sha256:2aba19d6a040e78d8b09de5c57e96207b09ed71d8e55ce0959eeee6c8e190d94"},
+    {file = "smmap-5.0.0.tar.gz", hash = "sha256:c840e62059cd3be204b0c9c9f74be2c09d5648eddd4580d9314c3ecde0b30936"},
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.0"
@@ -5311,6 +5702,76 @@ typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""
 [package.extras]
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
 
+[[package]]
+name = "storage3"
+version = "0.5.2"
+description = "Supabase Storage client for Python."
+category = "main"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "storage3-0.5.2-py3-none-any.whl", hash = "sha256:3aaba8cebf89eef6b5fc48739b8c8c8539461f2eed9ea1dc4c763dea10c6d009"},
+    {file = "storage3-0.5.2.tar.gz", hash = "sha256:e9932fca869a8f9cdab9a20e5249439928cfe2d07c4524141b15fef1882a7f61"},
+]
+
+[package.dependencies]
+httpx = ">=0.23,<0.24"
+python-dateutil = ">=2.8.2,<3.0.0"
+typing-extensions = ">=4.2.0,<5.0.0"
+
+[[package]]
+name = "strenum"
+version = "0.4.10"
+description = "An Enum that inherits from str."
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "StrEnum-0.4.10-py3-none-any.whl", hash = "sha256:aebf04bba8e5af435937c452d69a86798b6f8d5ca5f20ba18561dbfad571ccdd"},
+    {file = "StrEnum-0.4.10.tar.gz", hash = "sha256:898cc0ebb5054ee07400341ac1d75fdfee489d76d6df3fbc1c2eaf95971e3916"},
+]
+
+[package.extras]
+docs = ["myst-parser[linkify]", "sphinx", "sphinx-rtd-theme"]
+release = ["twine"]
+test = ["pylint", "pytest", "pytest-black", "pytest-cov", "pytest-pylint"]
+
+[[package]]
+name = "supabase"
+version = "1.0.3"
+description = "Supabase client for Python."
+category = "main"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
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+    {file = "supabase-1.0.3.tar.gz", hash = "sha256:c6eac0144b4236a61ccc72024a8e88d8f08979e47ea635307afae7fb4fc24bc6"},
+]
+
+[package.dependencies]
+gotrue = ">=1.0.1,<2.0.0"
+httpx = ">=0.23.0,<0.24.0"
+postgrest = ">=0.10.6,<0.11.0"
+python-semantic-release = "7.33.2"
+realtime = ">=1.0.0,<2.0.0"
+storage3 = ">=0.5.2,<0.6.0"
+supafunc = ">=0.2.2,<0.3.0"
+
+[[package]]
+name = "supafunc"
+version = "0.2.2"
+description = "Library for Supabase Functions"
+category = "main"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
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+    {file = "supafunc-0.2.2.tar.gz", hash = "sha256:84f1f8d47297b0c8b712f1d8e20843406c025a203bba00cb7216e2163f295c24"},
+]
+
+[package.dependencies]
+httpx = ">=0.23.0,<0.24.0"
+
 [[package]]
 name = "sympy"
 version = "1.12"
@@ -5499,6 +5960,18 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
+[[package]]
+name = "tomlkit"
+version = "0.11.8"
+description = "Style preserving TOML library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomlkit-0.11.8-py3-none-any.whl", hash = "sha256:8c726c4c202bdb148667835f68d68780b9a003a9ec34167b6c673b38eff2a171"},
+    {file = "tomlkit-0.11.8.tar.gz", hash = "sha256:9330fc7faa1db67b541b28e62018c17d20be733177d290a13b24c62d1614e0c3"},
+]
+
 [[package]]
 name = "torch"
 version = "2.0.1"
@@ -5704,6 +6177,30 @@ torchhub = ["filelock", "huggingface-hub (>=0.11.0,<1.0)", "importlib-metadata",
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow"]
 
+[[package]]
+name = "twine"
+version = "3.8.0"
+description = "Collection of utilities for publishing packages on PyPI"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "twine-3.8.0.tar.gz", hash = "sha256:8efa52658e0ae770686a13b675569328f1fba9837e5de1867bfe5f46a9aefe19"},
+]
+
+[package.dependencies]
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+importlib-metadata = ">=3.6"
+keyring = ">=15.1"
+pkginfo = ">=1.8.1"
+readme-renderer = ">=21.0"
+requests = ">=2.20"
+requests-toolbelt = ">=0.8.0,<0.9.0 || >0.9.0"
+rfc3986 = ">=1.4.0"
+tqdm = ">=4.14"
+urllib3 = ">=1.26.0"
+
 [[package]]
 name = "typer"
 version = "0.9.0"
@@ -6054,6 +6551,18 @@ validators = ">=0.18.2,<=0.21.0"
 [package.extras]
 grpc = ["grpcio", "grpcio-tools"]
 
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
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+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
+
 [[package]]
 name = "websocket-client"
 version = "1.6.0"
@@ -6073,84 +6582,98 @@ test = ["websockets"]
 
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 name = "websockets"
-version = "11.0.3"
+version = "10.4"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 category = "main"
 optional = false
 python-versions = ">=3.7"
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+    {file = "websockets-10.4.tar.gz", hash = "sha256:eef610b23933c54d5d921c92578ae5f89813438fded840c2e9809d378dc765d3"},
 ]
 
+[[package]]
+name = "wheel"
+version = "0.40.0"
+description = "A built-package format for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "wheel-0.40.0-py3-none-any.whl", hash = "sha256:d236b20e7cb522daf2390fa84c55eea81c5c30190f90f29ae2ca1ad8355bf247"},
+    {file = "wheel-0.40.0.tar.gz", hash = "sha256:cd1196f3faee2b31968d626e1731c94f99cbdb67cf5a46e4f5656cbee7738873"},
+]
+
+[package.extras]
+test = ["pytest (>=6.0.0)"]
+
 [[package]]
 name = "wikipedia"
 version = "1.4.0"
@@ -6447,4 +6970,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "51c72102b2106e55cdc2fce423897318a652985fba9a9e945cb9ec06397397a9"
+content-hash = "ce688007d7fc86ce72e6bbf04ce3a64efcdcdc76cd1696e4f2a4a36e3187c1fc"
diff --git a/pyproject.toml b/pyproject.toml
index 19d5a8f66..fb35e6072 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ tiktoken = "~0.4.0"
 wikipedia = "^1.4.0"
 langchain-serve = { version = ">0.0.39", optional = true }
 qdrant-client = "^1.2.0"
-websockets = "^11.0.3"
+websockets = "^10.3"
 weaviate-client = "^3.21.0"
 jina = "3.15.2"
 sentence-transformers = "^2.2.2"
@@ -67,6 +67,7 @@ cachetools = "^5.3.1"
 types-cachetools = "^5.3.0.5"
 appdirs = "^1.4.4"
 pinecone-client = "^2.2.2"
+supabase = "^1.0.3"
 
 
 [tool.poetry.group.dev.dependencies]

From 6fc57bff5ee621699f3241205f5f3f9fb1419844 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 21:01:11 -0300
Subject: [PATCH 059/119] =?UTF-8?q?=F0=9F=9A=80=20feat(loading.py):=20add?=
 =?UTF-8?q?=20support=20for=20initializing=20new=20vector=20store=20types?=
 =?UTF-8?q?=20=F0=9F=9A=80=20feat(vector=5Fstore.py):=20add=20support=20fo?=
 =?UTF-8?q?r=20initializing=20SupabaseVectorStore=20This=20commit=20adds?=
 =?UTF-8?q?=20support=20for=20initializing=20new=20vector=20store=20types?=
 =?UTF-8?q?=20in=20the=20loading.py=20file.=20Specifically,=20the=20initia?=
 =?UTF-8?q?lize=5Fweaviate,=20initialize=5Ffaiss,=20and=20initialize=5Fsup?=
 =?UTF-8?q?abase=20functions=20were=20added=20to=20support=20the=20Weaviat?=
 =?UTF-8?q?e,=20FAISS,=20and=20SupabaseVectorStore=20vector=20stores,=20re?=
 =?UTF-8?q?spectively.=20The=20vector=5Fstore.py=20file=20was=20also=20upd?=
 =?UTF-8?q?ated=20to=20include=20the=20SupabaseVectorStore=20class=20and?=
 =?UTF-8?q?=20the=20initialize=5Fsupabase=20function.=20This=20allows=20fo?=
 =?UTF-8?q?r=20more=20flexibility=20in=20choosing=20vector=20stores=20for?=
 =?UTF-8?q?=20the=20application.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/loading.py  | 15 ++++++++--
 .../interface/initialize/vector_store.py      | 28 ++++++++++++++++++-
 2 files changed, 40 insertions(+), 3 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 9567d27c7..413142592 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -19,8 +19,11 @@ from langchain.chains.loading import load_chain_from_config
 from langchain.llms.loading import load_llm_from_config
 from langflow.interface.initialize.vector_store import (
     initialize_chroma,
+    initialize_faiss,
     initialize_pinecone,
     initialize_qdrant,
+    initialize_supabase,
+    initialize_weaviate,
 )
 from pydantic import ValidationError
 
@@ -162,11 +165,19 @@ def instantiate_vectorstore(class_object, params):
     if class_object.__name__ == "Pinecone":
         return initialize_pinecone(class_object, params)
     # Chroma requires all metadata values to not be None
-    if class_object.__name__ == "Chroma":
+    elif class_object.__name__ == "Chroma":
         return initialize_chroma(class_object, params)
 
-    if class_object.__name__ == "Qdrant":
+    elif class_object.__name__ == "Qdrant":
         return initialize_qdrant(class_object, params)
+
+    elif class_object.__name__ == "Weaviate":
+        return initialize_weaviate(class_object, params)
+    elif class_object.__name__ == "FAISS":
+        return initialize_faiss(class_object, params)
+    elif class_object.__name__ == "SupabaseVectorStore":
+        return initialize_supabase(class_object, params)
+
     else:
         if "texts" in params:
             params["documents"] = params.pop("texts")
diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index dfdf3a28f..51d330804 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -1,6 +1,13 @@
 import json
 from typing import Type
-from langchain.vectorstores import Pinecone, Qdrant, Chroma, FAISS, Weaviate
+from langchain.vectorstores import (
+    Pinecone,
+    Qdrant,
+    Chroma,
+    FAISS,
+    Weaviate,
+    SupabaseVectorStore,
+)
 
 
 def docs_in_params(params: dict) -> bool:
@@ -11,6 +18,25 @@ def docs_in_params(params: dict) -> bool:
     )
 
 
+def initialize_supabase(class_object: Type[SupabaseVectorStore], params: dict):
+    """Initialize supabase and return the class object"""
+    from supabase.client import Client, create_client
+
+    if "supabase_url" not in params or "supabase_service_key" not in params:
+        raise ValueError("Supabase url and service key must be provided in the params")
+
+    client_kwargs = {
+        "supabase_url": params["supabase_url"],
+        "supabase_key": params["supabase_service_key"],
+    }
+
+    supabase: Client = create_client(**client_kwargs)
+    if not docs_in_params(params):
+        return class_object(client=supabase, **params)
+
+    return class_object.from_documents(**params)
+
+
 def initialize_weaviate(class_object: Type[Weaviate], params: dict):
     """Initialize weaviate and return the class object"""
     if not docs_in_params(params):

From fe9918cb8cf6c6b1cfdc8931a187efb24942e75f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 21:01:25 -0300
Subject: [PATCH 060/119] =?UTF-8?q?=F0=9F=9A=80=20feat(vectorstores.py):?=
 =?UTF-8?q?=20add=20support=20for=20SupabaseVectorStore=20type=20The=20Sup?=
 =?UTF-8?q?abaseVectorStore=20type=20requires=20additional=20fields=20such?=
 =?UTF-8?q?=20as=20table=5Fname,=20query=5Fname,=20supabase=5Furl,=20and?=
 =?UTF-8?q?=20supabase=5Fservice=5Fkey.=20These=20fields=20are=20added=20t?=
 =?UTF-8?q?o=20the=20extra=5Ffields=20list=20and=20are=20then=20added=20to?=
 =?UTF-8?q?=20the=20list=20of=20fields=20that=20are=20displayed=20to=20the?=
 =?UTF-8?q?=20user.=20This=20change=20allows=20the=20user=20to=20create=20?=
 =?UTF-8?q?a=20SupabaseVectorStore=20with=20the=20required=20fields.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../template/frontend_node/vectorstores.py    | 48 +++++++++++++++++++
 1 file changed, 48 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index ce2c35434..0fcb76975 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -88,6 +88,50 @@ class VectorStoreFrontendNode(FrontendNode):
                 display_name="Index Name",
             )
             extra_fields.extend((extra_field, extra_field2))
+        elif self.template.type_name == "SupabaseVectorStore":
+            # Add table_name and query_name
+            extra_field = TemplateField(
+                name="table_name",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                value="",
+            )
+            extra_field2 = TemplateField(
+                name="query_name",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                value="",
+            )
+            # Add supabase_url and supabase_service_key
+            extra_field3 = TemplateField(
+                name="supabase_url",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                value="",
+            )
+            extra_field4 = TemplateField(
+                name="supabase_service_key",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                value="",
+            )
+            extra_fields.extend((extra_field, extra_field2, extra_field3, extra_field4))
 
         if extra_fields:
             for field in extra_fields:
@@ -111,6 +155,10 @@ class VectorStoreFrontendNode(FrontendNode):
             "index_name",
             "namespace",
             "folder_path",
+            "table_name",
+            "query_name",
+            "supabase_url",
+            "supabase_service_key",
         ]
         advanced_fields = [
             "n_dim",

From c4f34766469537ff8a456c34b589ac50481471d1 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 21:01:40 -0300
Subject: [PATCH 061/119] =?UTF-8?q?=F0=9F=86=95=20feat(config.yaml,=20util?=
 =?UTF-8?q?s.ts):=20add=20support=20for=20SupabaseVectorStore=20in=20vecto?=
 =?UTF-8?q?rstores=20and=20add=20SupabaseIcon=20to=20nodeIcons=20The=20Sup?=
 =?UTF-8?q?abaseVectorStore=20is=20now=20supported=20in=20the=20vectorstor?=
 =?UTF-8?q?es=20configuration=20in=20the=20config.yaml=20file.=20The=20Sup?=
 =?UTF-8?q?abaseIcon=20has=20been=20added=20to=20the=20nodeIcons=20object?=
 =?UTF-8?q?=20in=20the=20utils.ts=20file=20to=20be=20able=20to=20display?=
 =?UTF-8?q?=20the=20icon=20for=20the=20SupabaseVectorStore.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/config.yaml | 1 +
 src/frontend/src/utils.ts        | 2 ++
 2 files changed, 3 insertions(+)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 8d1f69ad3..f3b5efaf3 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -132,6 +132,7 @@ vectorstores:
   - Weaviate
   - FAISS
   - Pinecone
+  - SupabaseVectorStore
 wrappers:
   - RequestsWrapper
   # - ChatPromptTemplate
diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index e1d2f9176..d22245a31 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -43,6 +43,7 @@ import { PineconeIcon } from "./icons/Pinecone";
 import clsx, { ClassValue } from "clsx";
 import { twMerge } from "tailwind-merge";
 import { ADJECTIVES, DESCRIPTIONS, NOUNS } from "./constants";
+import { SupabaseIcon } from "./icons/supabase";
 
 export function classNames(...classes: Array<string>) {
   return classes.filter(Boolean).join(" ");
@@ -172,6 +173,7 @@ export const nodeIcons: {
   OpenAI: OpenAiIcon,
   OpenAIEmbeddings: OpenAiIcon,
   Pinecone: PineconeIcon,
+  SupabaseVectorStore: SupabaseIcon,
   // UnstructuredPowerPointLoader: PowerPointIcon, // word and powerpoint have differente styles
   Qdrant: QDrantIcon,
   // ReadTheDocsLoader: ReadTheDocsIcon, // does not work

From 9417dd69f6135b6bbe8d4e7300d6b30901f6f76d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 21:27:17 -0300
Subject: [PATCH 062/119] =?UTF-8?q?=F0=9F=90=9B=20fix(vector=5Fstore.py):?=
 =?UTF-8?q?=20rename=20'texts'=20parameter=20to=20'documents'=20to=20impro?=
 =?UTF-8?q?ve=20semantics=20=E2=9C=A8=20feat(vector=5Fstore.py):=20add=20s?=
 =?UTF-8?q?upport=20for=20Supabase=20client=20object=20to=20be=20passed=20?=
 =?UTF-8?q?in=20as=20a=20parameter=20The=20'texts'=20parameter=20has=20bee?=
 =?UTF-8?q?n=20renamed=20to=20'documents'=20to=20improve=20semantics.=20Th?=
 =?UTF-8?q?is=20change=20makes=20it=20clearer=20that=20the=20parameter=20i?=
 =?UTF-8?q?s=20a=20list=20of=20documents.=20Additionally,=20support=20for?=
 =?UTF-8?q?=20a=20Supabase=20client=20object=20has=20been=20added=20as=20a?=
 =?UTF-8?q?=20parameter.=20This=20allows=20for=20more=20flexibility=20in?=
 =?UTF-8?q?=20the=20initialization=20of=20the=20SupabaseVectorStore=20clas?=
 =?UTF-8?q?s.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/initialize/vector_store.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index 51d330804..d960adb89 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -33,8 +33,11 @@ def initialize_supabase(class_object: Type[SupabaseVectorStore], params: dict):
     supabase: Client = create_client(**client_kwargs)
     if not docs_in_params(params):
         return class_object(client=supabase, **params)
+    # If there are docs in the params, create a new index
+    if "texts" in params:
+        params["documents"] = params.pop("texts")
 
-    return class_object.from_documents(**params)
+    return class_object.from_documents(client=supabase, **params)
 
 
 def initialize_weaviate(class_object: Type[Weaviate], params: dict):

From c8a5edb9ab6932594e466ca17bda2db4bbf1addb Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:10:19 -0300
Subject: [PATCH 063/119] =?UTF-8?q?=F0=9F=94=8A=20chore(base.py):=20change?=
 =?UTF-8?q?=20log=20level=20of=20sorted=20vertices=20to=20debug=20The=20lo?=
 =?UTF-8?q?g=20level=20of=20the=20sorted=20vertices=20in=20the=20generator?=
 =?UTF-8?q?=5Fbuild=20method=20of=20the=20Graph=20class=20has=20been=20cha?=
 =?UTF-8?q?nged=20from=20info=20to=20debug.=20This=20is=20because=20the=20?=
 =?UTF-8?q?sorted=20vertices=20are=20not=20critical=20information=20and=20?=
 =?UTF-8?q?are=20only=20useful=20for=20debugging=20purposes.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/graph/graph/base.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/backend/langflow/graph/graph/base.py b/src/backend/langflow/graph/graph/base.py
index 4fa2f4d17..46425ddf6 100644
--- a/src/backend/langflow/graph/graph/base.py
+++ b/src/backend/langflow/graph/graph/base.py
@@ -146,7 +146,7 @@ class Graph:
     def generator_build(self) -> Generator:
         """Builds each vertex in the graph and yields it."""
         sorted_vertices = self.topological_sort()
-        logger.info("Sorted vertices: %s", sorted_vertices)
+        logger.debug("Sorted vertices: %s", sorted_vertices)
         yield from sorted_vertices
 
     def get_node_neighbors(self, node: Vertex) -> Dict[Vertex, int]:

From 7da5197f35cf35cbbda3c19567521a7a7464b400 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:10:29 -0300
Subject: [PATCH 064/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(vector=5Fstore.?=
 =?UTF-8?q?py):=20refactor=20initialize=5Fsupabase=20function=20to=20impro?=
 =?UTF-8?q?ve=20readability=20and=20remove=20redundant=20code=20The=20func?=
 =?UTF-8?q?tion=20now=20checks=20if=20"texts"=20is=20in=20the=20params=20d?=
 =?UTF-8?q?ictionary=20and=20renames=20it=20to=20"documents"=20for=20consi?=
 =?UTF-8?q?stency.=20The=20"supabase=5Furl"=20and=20"supabase=5Fservice=5F?=
 =?UTF-8?q?key"=20are=20now=20removed=20from=20the=20params=20dictionary?=
 =?UTF-8?q?=20and=20passed=20directly=20to=20the=20create=5Fclient=20funct?=
 =?UTF-8?q?ion.=20The=20function=20also=20removes=20the=20"documents"=20an?=
 =?UTF-8?q?d=20"texts"=20keys=20from=20the=20params=20dictionary=20if=20th?=
 =?UTF-8?q?ere=20are=20no=20documents=20in=20the=20params.=20This=20improv?=
 =?UTF-8?q?es=20the=20readability=20of=20the=20code=20and=20removes=20redu?=
 =?UTF-8?q?ndant=20code.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/vector_store.py      | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index d960adb89..2f8c0c5ac 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -24,18 +24,20 @@ def initialize_supabase(class_object: Type[SupabaseVectorStore], params: dict):
 
     if "supabase_url" not in params or "supabase_service_key" not in params:
         raise ValueError("Supabase url and service key must be provided in the params")
+    if "texts" in params:
+        params["documents"] = params.pop("texts")
 
     client_kwargs = {
-        "supabase_url": params["supabase_url"],
-        "supabase_key": params["supabase_service_key"],
+        "supabase_url": params.pop("supabase_url"),
+        "supabase_key": params.pop("supabase_service_key"),
     }
 
     supabase: Client = create_client(**client_kwargs)
     if not docs_in_params(params):
+        params.pop("documents", None)
+        params.pop("texts", None)
         return class_object(client=supabase, **params)
     # If there are docs in the params, create a new index
-    if "texts" in params:
-        params["documents"] = params.pop("texts")
 
     return class_object.from_documents(client=supabase, **params)
 

From e3ee146b122ac45c2c6564df5aa814f8c07a40a3 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:10:43 -0300
Subject: [PATCH 065/119] =?UTF-8?q?=F0=9F=94=A7=20refactor(documentloaders?=
 =?UTF-8?q?.py):=20use=20Optional=20type=20hint=20for=20name=20parameter?=
 =?UTF-8?q?=20in=20format=5Ffield=20method=20The=20`name`=20parameter=20in?=
 =?UTF-8?q?=20the=20`format=5Ffield`=20method=20of=20the=20`DocumentLoader?=
 =?UTF-8?q?FrontNode`=20class=20now=20uses=20the=20`Optional`=20type=20hin?=
 =?UTF-8?q?t=20to=20indicate=20that=20it=20can=20be=20None.=20This=20impro?=
 =?UTF-8?q?ves=20the=20code's=20readability=20and=20makes=20it=20easier=20?=
 =?UTF-8?q?to=20understand=20the=20expected=20behavior=20of=20the=20method?=
 =?UTF-8?q?.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/documentloaders.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/template/frontend_node/documentloaders.py b/src/backend/langflow/template/frontend_node/documentloaders.py
index 42ed0f601..8cfb9d229 100644
--- a/src/backend/langflow/template/frontend_node/documentloaders.py
+++ b/src/backend/langflow/template/frontend_node/documentloaders.py
@@ -1,3 +1,4 @@
+from typing import Optional
 from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
 
@@ -106,7 +107,7 @@ class DocumentLoaderFrontNode(FrontendNode):
         )
 
     @staticmethod
-    def format_field(field: TemplateField, name: str | None = None) -> None:
+    def format_field(field: TemplateField, name: Optional[str] = None) -> None:
         FrontendNode.format_field(field, name)
         if field.name == "metadata":
             field.show = True

From 2d2d7e6c8c244ae536500c2f3bd4843aeafc6eb6 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 22 Jun 2023 22:16:31 -0300
Subject: [PATCH 066/119] feat(PageComponent): add maxZoom prop to FlowChart to
 limit zooming to 4x to prevent visual artifacts and improve user experience

---
 .../src/pages/FlowPage/components/PageComponent/index.tsx        | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
index 96f7953d1..b44d18af2 100644
--- a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
@@ -399,6 +399,7 @@ export default function Page({ flow }: { flow: FlowType }) {
                   selectNodesOnDrag={false}
                   className="theme-attribution"
                   minZoom={0.05}
+                  maxZoom={4}
                 >
                   <Background className="dark:bg-gray-900" />
                   <Controls className="[&>button]:text-black  [&>button]:dark:bg-gray-800 hover:[&>button]:dark:bg-gray-700 [&>button]:dark:text-gray-400 [&>button]:dark:fill-gray-400 [&>button]:dark:border-gray-600"></Controls>

From 1103a228706d9bff15be6eb1296d34a27a842847 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 22 Jun 2023 22:17:37 -0300
Subject: [PATCH 067/119] feat(PageComponent): adjust minZoom and maxZoom
 values to improve user experience when zooming in and out of the flowchart.

---
 .../src/pages/FlowPage/components/PageComponent/index.tsx     | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
index b44d18af2..5cffe0395 100644
--- a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
@@ -398,8 +398,8 @@ export default function Page({ flow }: { flow: FlowType }) {
                   zoomOnDoubleClick={!disableCopyPaste}
                   selectNodesOnDrag={false}
                   className="theme-attribution"
-                  minZoom={0.05}
-                  maxZoom={4}
+                  minZoom={0.01}
+                  maxZoom={8}
                 >
                   <Background className="dark:bg-gray-900" />
                   <Controls className="[&>button]:text-black  [&>button]:dark:bg-gray-800 hover:[&>button]:dark:bg-gray-700 [&>button]:dark:text-gray-400 [&>button]:dark:fill-gray-400 [&>button]:dark:border-gray-600"></Controls>

From 7cebb8215f0d3db4fdcad35d6eb1f5d3d200160e Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:18:01 -0300
Subject: [PATCH 068/119] =?UTF-8?q?=F0=9F=90=9B=20fix(vector=5Fstore.py):?=
 =?UTF-8?q?=20remove=20redundant=20code=20and=20fix=20parameter=20naming?=
 =?UTF-8?q?=20The=20`initialize=5Fchroma`=20function=20had=20redundant=20c?=
 =?UTF-8?q?ode=20that=20was=20removed.=20The=20`embedding=5Ffunction`=20pa?=
 =?UTF-8?q?rameter=20was=20renamed=20to=20`embedding`=20to=20match=20the?=
 =?UTF-8?q?=20parameter=20name=20used=20in=20the=20`class=5Fobject`=20cons?=
 =?UTF-8?q?tructor.=20The=20`documents`=20and=20`texts`=20parameters=20wer?=
 =?UTF-8?q?e=20being=20used=20interchangeably,=20so=20the=20code=20was=20u?=
 =?UTF-8?q?pdated=20to=20use=20only=20`documents`.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/initialize/vector_store.py | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index 2f8c0c5ac..d878ec41b 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -122,6 +122,11 @@ def initialize_chroma(class_object: Type[Chroma], params: dict):
     """Initialize a ChromaDB object from the params"""
     persist = params.pop("persist", False)
     if not docs_in_params(params):
+        params.pop("documents", None)
+        params.pop("texts", None)
+        params["embedding_function"] = params.pop("embedding")
+        chromadb = class_object(**params)
+    else:
         if "texts" in params:
             params["documents"] = params.pop("texts")
         for doc in params["documents"]:
@@ -131,8 +136,6 @@ def initialize_chroma(class_object: Type[Chroma], params: dict):
                 if value is None:
                     doc.metadata[key] = ""
         chromadb = class_object.from_documents(**params)
-    else:
-        chromadb = class_object(**params)
     if persist:
         chromadb.persist()
     return chromadb

From d069ab5d6ddea88761c443673eefb0efc398b560 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:31:13 -0300
Subject: [PATCH 069/119] =?UTF-8?q?=F0=9F=9A=A8=20test(agents=5Ftemplate.p?=
 =?UTF-8?q?y):=20add=20openai-multi-functions=20to=20the=20list=20of=20age?=
 =?UTF-8?q?nts=20=F0=9F=90=9B=20fix(graph.py):=20change=20message=20variab?=
 =?UTF-8?q?le=20to=20a=20dictionary=20to=20match=20the=20expected=20input?=
 =?UTF-8?q?=20of=20get=5Fresult=5Fand=5Fthought=20function=20and=20update?=
 =?UTF-8?q?=20the=20assertion=20to=20check=20if=20the=20result=20is=20a=20?=
 =?UTF-8?q?dictionary=20instead=20of=20a=20string=20The=20test=20for=20age?=
 =?UTF-8?q?nts=5Ftemplate.py=20was=20updated=20to=20include=20the=20openai?=
 =?UTF-8?q?-multi-functions=20agent=20in=20the=20list=20of=20agents.=20Thi?=
 =?UTF-8?q?s=20was=20done=20to=20ensure=20that=20the=20test=20coverage=20f?=
 =?UTF-8?q?or=20the=20agent=20is=20complete.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The test for graph.py was updated to change the message variable to a dictionary to match the expected input of the get_result_and_thought function. The assertion was also updated to check if the result is a dictionary instead of a string. This was done to ensure that the test coverage for the function is complete.
---
 tests/test_agents_template.py | 1 +
 tests/test_graph.py           | 9 +++------
 2 files changed, 4 insertions(+), 6 deletions(-)

diff --git a/tests/test_agents_template.py b/tests/test_agents_template.py
index 8ad5dc891..0497283b9 100644
--- a/tests/test_agents_template.py
+++ b/tests/test_agents_template.py
@@ -137,6 +137,7 @@ def test_initialize_agent(client: TestClient):
             "self-ask-with-search",
             "conversational-react-description",
             "openai-functions",
+            "openai-multi-functions",
         ],
         "name": "agent",
         "type": "str",
diff --git a/tests/test_graph.py b/tests/test_graph.py
index 16dd514b8..02bb180f2 100644
--- a/tests/test_graph.py
+++ b/tests/test_graph.py
@@ -336,7 +336,7 @@ def test_get_result_and_thought(basic_graph):
     responses = [
         "Final Answer: I am a response",
     ]
-    message = "Hello"
+    message = {"input": "Hello"}
     # Find the node that is an LLMNode and change the
     # _built_object to a FakeListLLM
     llm_node = get_node_by_type(basic_graph, LLMVertex)
@@ -349,8 +349,5 @@ def test_get_result_and_thought(basic_graph):
     # now build again and check if FakeListLLM was used
 
     # Get the result and thought
-    result, thought = get_result_and_thought(langchain_object, message)
-    # The result should be a str
-    assert isinstance(result, str)
-    # The thought should be a Thought
-    assert isinstance(thought, str)
+    result = get_result_and_thought(langchain_object, message)
+    assert isinstance(result, dict)

From 7e72ba43fae757ce40735d622164b1e3f57a9096 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:32:04 -0300
Subject: [PATCH 070/119] =?UTF-8?q?=F0=9F=90=9B=20fix(vector=5Fstore.py):?=
 =?UTF-8?q?=20fix=20variable=20naming=20to=20follow=20PEP8=20guidelines=20?=
 =?UTF-8?q?The=20variables=20PINECONE=5FAPI=5FKEY=20and=20PINECONE=5FENV?=
 =?UTF-8?q?=20were=20renamed=20to=20pinecone=5Fapi=5Fkey=20and=20pinecone?=
 =?UTF-8?q?=5Fenv,=20respectively,=20to=20follow=20PEP8=20guidelines.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/vector_store.py    | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index d878ec41b..356d0c26b 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -60,7 +60,7 @@ def initialize_weaviate(class_object: Type[Weaviate], params: dict):
             "index_name": params.get("index_name"),
             "text_key": params.get("text_key"),
         }
-        weaviate = class_object(**new_params)
+        return class_object(**new_params)
     # If there are docs in the params, create a new index
     if "texts" in params:
         params["documents"] = params.pop("texts")
@@ -86,18 +86,18 @@ def initialize_pinecone(class_object: Type[Pinecone], params: dict):
 
     import pinecone
 
-    PINECONE_API_KEY = params.get("pinecone_api_key")
-    PINECONE_ENV = params.get("pinecone_env")
+    pinecone_api_key = params.get("pinecone_api_key")
+    pinecone_env = params.get("pinecone_env")
 
-    if PINECONE_API_KEY is None or PINECONE_ENV is None:
+    if pinecone_api_key is None or pinecone_env is None:
         raise ValueError(
             "Pinecone API key and environment must be provided in the params"
         )
 
     # initialize pinecone
     pinecone.init(
-        api_key=PINECONE_API_KEY,  # find at app.pinecone.io
-        environment=PINECONE_ENV,  # next to api key in console
+        api_key=pinecone_api_key,  # find at app.pinecone.io
+        environment=pinecone_env,  # next to api key in console
     )
 
     # If there are no docs in the params, return an existing index

From 8bb11f66e997acd7d0042e17030870ecd59686d1 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:34:32 -0300
Subject: [PATCH 071/119] =?UTF-8?q?=F0=9F=94=BA=20chore(pyproject.toml):?=
 =?UTF-8?q?=20update=20langchain=20dependency=20from=200.0.208=20to=200.0.?=
 =?UTF-8?q?209=20This=20commit=20updates=20the=20langchain=20dependency=20?=
 =?UTF-8?q?from=20version=200.0.208=20to=20version=200.0.209.=20This=20is?=
 =?UTF-8?q?=20a=20minor=20version=20update=20and=20is=20done=20to=20keep?=
 =?UTF-8?q?=20the=20dependency=20up-to-date=20with=20the=20latest=20featur?=
 =?UTF-8?q?es=20and=20bug=20fixes.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 19 ++++++++++---------
 pyproject.toml |  2 +-
 2 files changed, 11 insertions(+), 10 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index cbc6b2f80..a67409868 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2580,14 +2580,14 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "keyring"
-version = "24.0.1"
+version = "24.1.0"
 description = "Store and access your passwords safely."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "keyring-24.0.1-py3-none-any.whl", hash = "sha256:b3eaa3874e2cffeba2d73e3f275c83827156d0616a2160a610a60d63922ad24b"},
-    {file = "keyring-24.0.1.tar.gz", hash = "sha256:f77da625a448baa77906b099be9feaa29aa90979547506ac1ec422926085cee0"},
+    {file = "keyring-24.1.0-py3-none-any.whl", hash = "sha256:ade5e1e7710a7579d7c01e64a712926270239aba48055b1cdc6c022dd6d789b5"},
+    {file = "keyring-24.1.0.tar.gz", hash = "sha256:bd48a36612ef55505bf70e563528e3e66ba93267e344b6780cf6151f9c1eda6d"},
 ]
 
 [package.dependencies]
@@ -2604,14 +2604,14 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 
 [[package]]
 name = "langchain"
-version = "0.0.208"
+version = "0.0.209"
 description = "Building applications with LLMs through composability"
 category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain-0.0.208-py3-none-any.whl", hash = "sha256:c654c507dd60a6ac3d8b4c199b7c0dbc638d92a940900f6e1bf045abd400a23a"},
-    {file = "langchain-0.0.208.tar.gz", hash = "sha256:8eb709d31379bcf4d7e5d1c5f92e62324aac47801efe60ce12e5b99d7bf5cd9b"},
+    {file = "langchain-0.0.209-py3-none-any.whl", hash = "sha256:7dfdea6afbfb1b2770a6a4031d714095cfc921c0bb04663acc8fea98ab6a59c5"},
+    {file = "langchain-0.0.209.tar.gz", hash = "sha256:50778b17839a79bbc336ceca1392e6161795faf586c8d36aee809df3343c40bb"},
 ]
 
 [package.dependencies]
@@ -2629,13 +2629,14 @@ SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
-all = ["O365 (>=2.0.26,<3.0.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.2.6,<0.3.0)", "arxiv (>=1.4,<2.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "awadb (>=0.3.3,<0.4.0)", "azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "beautifulsoup4 (>=4,<5)", "clickhouse-connect (>=0.5.14,<0.6.0)", "cohere (>=3,<4)", "deeplake (>=3.6.2,<4.0.0)", "docarray[hnswlib] (>=0.32.0,<0.33.0)", "duckduckgo-search (>=3.8.3,<4.0.0)", "elasticsearch (>=8,<9)", "faiss-cpu (>=1,<2)", "google-api-python-client (==2.70.0)", "google-auth (>=2.18.1,<3.0.0)", "google-search-results (>=2,<3)", "gptcache (>=0.1.7)", "html2text (>=2020.1.16,<2021.0.0)", "huggingface_hub (>=0,<1)", "jina (>=3.14,<4.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lancedb (>=0.1,<0.2)", "langkit (>=0.0.1.dev3,<0.1.0)", "lark (>=1.1.5,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "manifest-ml (>=0.0.1,<0.0.2)", "momento (>=1.5.0,<2.0.0)", "nebula3-python (>=3.4.0,<4.0.0)", "neo4j (>=5.8.1,<6.0.0)", "networkx (>=2.6.3,<3.0.0)", "nlpcloud (>=1,<2)", "nltk (>=3,<4)", "nomic (>=1.0.43,<2.0.0)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "opensearch-py (>=2.0.0,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pexpect (>=4.8.0,<5.0.0)", "pgvector (>=0.1.6,<0.2.0)", "pinecone-client (>=2,<3)", "pinecone-text (>=0.4.2,<0.5.0)", "psycopg2-binary (>=2.9.5,<3.0.0)", "pymongo (>=4.3.3,<5.0.0)", "pyowm (>=3.3.0,<4.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pytesseract (>=0.3.10,<0.4.0)", "pyvespa (>=0.33.0,<0.34.0)", "qdrant-client (>=1.1.2,<2.0.0)", "redis (>=4,<5)", "requests-toolbelt (>=1.0.0,<2.0.0)", "sentence-transformers (>=2,<3)", "singlestoredb (>=0.7.1,<0.8.0)", "spacy (>=3,<4)", "steamship (>=2.16.9,<3.0.0)", "tensorflow-text (>=2.11.0,<3.0.0)", "tigrisdb (>=1.0.0b6,<2.0.0)", "tiktoken (>=0.3.2,<0.4.0)", "torch (>=1,<3)", "transformers (>=4,<5)", "weaviate-client (>=3,<4)", "wikipedia (>=1,<2)", "wolframalpha (==5.0.0)"]
+all = ["O365 (>=2.0.26,<3.0.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.2.6,<0.3.0)", "arxiv (>=1.4,<2.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "awadb (>=0.3.3,<0.4.0)", "azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "beautifulsoup4 (>=4,<5)", "clarifai (==9.1.0)", "clickhouse-connect (>=0.5.14,<0.6.0)", "cohere (>=3,<4)", "deeplake (>=3.6.2,<4.0.0)", "docarray[hnswlib] (>=0.32.0,<0.33.0)", "duckduckgo-search (>=3.8.3,<4.0.0)", "elasticsearch (>=8,<9)", "faiss-cpu (>=1,<2)", "google-api-python-client (==2.70.0)", "google-auth (>=2.18.1,<3.0.0)", "google-search-results (>=2,<3)", "gptcache (>=0.1.7)", "html2text (>=2020.1.16,<2021.0.0)", "huggingface_hub (>=0,<1)", "jina (>=3.14,<4.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lancedb (>=0.1,<0.2)", "langkit (>=0.0.1.dev3,<0.1.0)", "lark (>=1.1.5,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "manifest-ml (>=0.0.1,<0.0.2)", "momento (>=1.5.0,<2.0.0)", "nebula3-python (>=3.4.0,<4.0.0)", "neo4j (>=5.8.1,<6.0.0)", "networkx (>=2.6.3,<3.0.0)", "nlpcloud (>=1,<2)", "nltk (>=3,<4)", "nomic (>=1.0.43,<2.0.0)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "opensearch-py (>=2.0.0,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pexpect (>=4.8.0,<5.0.0)", "pgvector (>=0.1.6,<0.2.0)", "pinecone-client (>=2,<3)", "pinecone-text (>=0.4.2,<0.5.0)", "psycopg2-binary (>=2.9.5,<3.0.0)", "pymongo (>=4.3.3,<5.0.0)", "pyowm (>=3.3.0,<4.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pytesseract (>=0.3.10,<0.4.0)", "pyvespa (>=0.33.0,<0.34.0)", "qdrant-client (>=1.1.2,<2.0.0)", "redis (>=4,<5)", "requests-toolbelt (>=1.0.0,<2.0.0)", "sentence-transformers (>=2,<3)", "singlestoredb (>=0.7.1,<0.8.0)", "spacy (>=3,<4)", "steamship (>=2.16.9,<3.0.0)", "tensorflow-text (>=2.11.0,<3.0.0)", "tigrisdb (>=1.0.0b6,<2.0.0)", "tiktoken (>=0.3.2,<0.4.0)", "torch (>=1,<3)", "transformers (>=4,<5)", "weaviate-client (>=3,<4)", "wikipedia (>=1,<2)", "wolframalpha (==5.0.0)"]
 azure = ["azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-core (>=1.26.4,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "azure-search-documents (==11.4.0a20230509004)", "openai (>=0,<1)"]
+clarifai = ["clarifai (==9.1.0)"]
 cohere = ["cohere (>=3,<4)"]
 docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
 embeddings = ["sentence-transformers (>=2,<3)"]
 extended-testing = ["atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "chardet (>=5.1.0,<6.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "openai (>=0,<1)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.5,<0.6)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "telethon (>=1.28.5,<2.0.0)", "tqdm (>=4.48.0)", "zep-python (>=0.31)"]
-llms = ["anthropic (>=0.2.6,<0.3.0)", "cohere (>=3,<4)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"]
+llms = ["anthropic (>=0.2.6,<0.3.0)", "clarifai (==9.1.0)", "cohere (>=3,<4)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (>=0,<1)", "openllm (>=0.1.6)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"]
 openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.4.0)"]
 qdrant = ["qdrant-client (>=1.1.2,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
@@ -6970,4 +6971,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "ce688007d7fc86ce72e6bbf04ce3a64efcdcdc76cd1696e4f2a4a36e3187c1fc"
+content-hash = "231d8e28a1bd08488f875409b6b31c96d34416ea7337477452b521c6e269a241"
diff --git a/pyproject.toml b/pyproject.toml
index fb35e6072..0020eab0a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,7 +30,7 @@ google-search-results = "^2.4.1"
 google-api-python-client = "^2.79.0"
 typer = "^0.9.0"
 gunicorn = "^20.1.0"
-langchain = "^0.0.208"
+langchain = "^0.0.209"
 openai = "^0.27.8"
 types-pyyaml = "^6.0.12.8"
 pandas = "^1.5.3"

From 3c89e893e7847733155d455baf8f3dd4b4963e7c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:43:37 -0300
Subject: [PATCH 072/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(vectorstores.py?=
 =?UTF-8?q?):=20change=20import=20statement=20to=20import=20List=20from=20?=
 =?UTF-8?q?typing=20The=20import=20statement=20for=20Optional=20was=20chan?=
 =?UTF-8?q?ged=20to=20import=20List=20from=20typing=20to=20improve=20reada?=
 =?UTF-8?q?bility=20and=20consistency=20with=20the=20use=20of=20List=20in?=
 =?UTF-8?q?=20the=20code.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/vectorstores.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index 0fcb76975..1e0c0eb11 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -1,4 +1,4 @@
-from typing import Optional
+from typing import List, Optional
 
 from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
@@ -6,7 +6,7 @@ from langflow.template.frontend_node.base import FrontendNode
 
 class VectorStoreFrontendNode(FrontendNode):
     def add_extra_fields(self) -> None:
-        extra_fields = []
+        extra_fields: List[TemplateField] = []
         if self.template.type_name == "Weaviate":
             extra_field = TemplateField(
                 name="weaviate_url",

From 4b5c3a0c5315a876916015097a4ce31d19727599 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:43:51 -0300
Subject: [PATCH 073/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(process.py):=20?=
 =?UTF-8?q?add=20type=20hinting=20to=20function=20arguments=20This=20commi?=
 =?UTF-8?q?t=20adds=20type=20hinting=20to=20the=20function=20arguments=20o?=
 =?UTF-8?q?f=20`get=5Fresult=5Fand=5Fthought`=20and=20`process=5Fgraph=5Fc?=
 =?UTF-8?q?ached`=20functions=20in=20`process.py`=20file.=20This=20improve?=
 =?UTF-8?q?s=20code=20readability=20and=20maintainability.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/processing/process.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index c7b01883c..69f8fbfea 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -54,7 +54,7 @@ def format_actions(actions: List[Tuple[AgentAction, str]]) -> str:
     return "\n".join(output)
 
 
-def get_result_and_thought(langchain_object, inputs: dict):
+def get_result_and_thought(langchain_object: Any, inputs: dict):
     """Get result and thought from extracted json"""
     try:
         if hasattr(langchain_object, "verbose"):
@@ -82,7 +82,7 @@ def get_input_str_if_only_one_input(inputs: dict) -> Optional[str]:
     return list(inputs.values())[0] if len(inputs) == 1 else None
 
 
-def process_graph_cached(data_graph: Dict[str, Any], inputs: Union[dict, str]):
+def process_graph_cached(data_graph: Dict[str, Any], inputs: dict):
     """
     Process graph by extracting input variables and replacing ZeroShotPrompt
     with PromptTemplate,then run the graph and return the result and thought.

From 7f90956d20f388f18f7e4ff1ecf2c66b6a8d357b Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:43:59 -0300
Subject: [PATCH 074/119] =?UTF-8?q?=F0=9F=90=9B=20fix(vector=5Fstore.py):?=
 =?UTF-8?q?=20add=20type=20ignore=20comments=20to=20suppress=20import=20er?=
 =?UTF-8?q?rors=20The=20import=20statements=20for=20the=20weaviate=20and?=
 =?UTF-8?q?=20pinecone=20libraries=20were=20causing=20import=20errors.=20A?=
 =?UTF-8?q?dding=20the=20`#=20type:=20ignore`=20comment=20suppresses=20the?=
 =?UTF-8?q?se=20errors=20and=20allows=20the=20code=20to=20run=20without=20?=
 =?UTF-8?q?issues.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/initialize/vector_store.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index 356d0c26b..a5149b922 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -45,7 +45,7 @@ def initialize_supabase(class_object: Type[SupabaseVectorStore], params: dict):
 def initialize_weaviate(class_object: Type[Weaviate], params: dict):
     """Initialize weaviate and return the class object"""
     if not docs_in_params(params):
-        import weaviate
+        import weaviate  # type: ignore
 
         client_kwargs_json = params.get("client_kwargs", "{}")
         client_kwargs = json.loads(client_kwargs_json)
@@ -84,7 +84,7 @@ def initialize_faiss(class_object: Type[FAISS], params: dict):
 def initialize_pinecone(class_object: Type[Pinecone], params: dict):
     """Initialize pinecone and return the class object"""
 
-    import pinecone
+    import pinecone  # type: ignore
 
     pinecone_api_key = params.get("pinecone_api_key")
     pinecone_env = params.get("pinecone_env")

From eb7f8838bef109ca1879ea557d0e389cef90c483 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:44:24 -0300
Subject: [PATCH 075/119] =?UTF-8?q?=F0=9F=94=A5=20refactor(schemas.py):=20?=
 =?UTF-8?q?remove=20extra=20blank=20line=20in=20UploadFileResponse=20schem?=
 =?UTF-8?q?a=20The=20extra=20blank=20line=20in=20the=20UploadFileResponse?=
 =?UTF-8?q?=20schema=20has=20been=20removed=20to=20improve=20code=20readab?=
 =?UTF-8?q?ility=20and=20consistency.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/schemas.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/backend/langflow/api/v1/schemas.py b/src/backend/langflow/api/v1/schemas.py
index 9b6dbaa77..ed5bf8b3b 100644
--- a/src/backend/langflow/api/v1/schemas.py
+++ b/src/backend/langflow/api/v1/schemas.py
@@ -98,6 +98,8 @@ class UploadFileResponse(BaseModel):
 
     flowId: str
     file_path: Path
+
+
 class StreamData(BaseModel):
     event: str
     data: dict

From 7a61791058027b56ff6905a0ac01dd69fd05986c Mon Sep 17 00:00:00 2001
From: Cristhian Zanforlin Lousa <cristhian.lousa@gmail.com>
Date: Thu, 22 Jun 2023 22:51:21 -0300
Subject: [PATCH 076/119] =?UTF-8?q?=F0=9F=90=9B=20fix(chatMessage):=20remo?=
 =?UTF-8?q?ve=20unnecessary=20text-sm=20class=20from=20message=20sender=20?=
 =?UTF-8?q?name=20to=20improve=20readability?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/modals/chatModal/chatMessage/index.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/frontend/src/modals/chatModal/chatMessage/index.tsx b/src/frontend/src/modals/chatModal/chatMessage/index.tsx
index 318edc376..b57f082c6 100644
--- a/src/frontend/src/modals/chatModal/chatMessage/index.tsx
+++ b/src/frontend/src/modals/chatModal/chatMessage/index.tsx
@@ -152,7 +152,7 @@ export default function ChatMessage({
         </div>
       ) : (
         <div className="w-full flex items-center">
-          <div className="text-start inline-block px-3 text-sm text-gray-600 dark:text-white">
+          <div className="text-start inline-block px-3 text-gray-600 dark:text-white">
             <span
               className="text-gray-600 dark:text-gray-200"
               dangerouslySetInnerHTML={{

From 1c8013555121dc8234c3ef6401d6f4a9157e9301 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:56:38 -0300
Subject: [PATCH 077/119] =?UTF-8?q?=F0=9F=93=A6=20chore(pyproject.toml):?=
 =?UTF-8?q?=20add=20types-appdirs=20package=20to=20poetry=20dependencies?=
 =?UTF-8?q?=20The=20types-appdirs=20package=20was=20added=20to=20the=20poe?=
 =?UTF-8?q?try=20dependencies=20to=20provide=20type=20hints=20for=20the=20?=
 =?UTF-8?q?appdirs=20package.=20This=20improves=20the=20codebase's=20maint?=
 =?UTF-8?q?ainability=20and=20readability=20by=20providing=20better=20type?=
 =?UTF-8?q?=20checking=20and=20documentation.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 14 +++++++++++++-
 pyproject.toml |  1 +
 2 files changed, 14 insertions(+), 1 deletion(-)

diff --git a/poetry.lock b/poetry.lock
index a67409868..1b043ca20 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -6224,6 +6224,18 @@ dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2
 doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
 test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 
+[[package]]
+name = "types-appdirs"
+version = "1.4.3.5"
+description = "Typing stubs for appdirs"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-appdirs-1.4.3.5.tar.gz", hash = "sha256:83268da64585361bfa291f8f506a209276212a0497bd37f0512a939b3d69ff14"},
+    {file = "types_appdirs-1.4.3.5-py3-none-any.whl", hash = "sha256:337c750e423c40911d389359b4edabe5bbc2cdd5cd0bd0518b71d2839646273b"},
+]
+
 [[package]]
 name = "types-cachetools"
 version = "5.3.0.5"
@@ -6971,4 +6983,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "231d8e28a1bd08488f875409b6b31c96d34416ea7337477452b521c6e269a241"
+content-hash = "9a2b49e451b6cd9fa01617afc6625656854ff0770941de489209d64b095fe69d"
diff --git a/pyproject.toml b/pyproject.toml
index 0020eab0a..e5329d5f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,6 +82,7 @@ requests = "^2.28.0"
 pytest-cov = "^4.0.0"
 pandas-stubs = "^2.0.0.230412"
 types-pillow = "^9.5.0.2"
+types-appdirs = "^1.4.3.5"
 
 
 [tool.poetry.extras]

From 4dec5db45e36f8fc52402847e971610215691ed4 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 22 Jun 2023 22:57:00 -0300
Subject: [PATCH 078/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(frontend):=20re?=
 =?UTF-8?q?move=20unnecessary=20empty=20object=20destructuring=20in=20Load?=
 =?UTF-8?q?ingSpinner=20component=20=F0=9F=94=A8=20refactor(frontend):=20s?=
 =?UTF-8?q?implify=20conditional=20rendering=20in=20InputFileComponent=20c?=
 =?UTF-8?q?omponent=20=F0=9F=94=A8=20refactor(frontend):=20simplify=20arro?=
 =?UTF-8?q?w=20function=20in=20SupabaseIcon=20component=20The=20empty=20ob?=
 =?UTF-8?q?ject=20destructuring=20in=20the=20LoadingSpinner=20component=20?=
 =?UTF-8?q?is=20unnecessary=20and=20can=20be=20removed.=20The=20conditiona?=
 =?UTF-8?q?l=20rendering=20in=20the=20InputFileComponent=20component=20can?=
 =?UTF-8?q?=20be=20simplified=20by=20removing=20unnecessary=20parentheses.?=
 =?UTF-8?q?=20The=20arrow=20function=20in=20the=20SupabaseIcon=20component?=
 =?UTF-8?q?=20can=20be=20simplified=20by=20removing=20unnecessary=20parent?=
 =?UTF-8?q?heses.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/components/LoadingSpinner/index.tsx  |  5 +----
 .../src/components/inputFileComponent/index.tsx       | 11 ++++-------
 src/frontend/src/icons/supabase/index.tsx             | 11 ++++++-----
 3 files changed, 11 insertions(+), 16 deletions(-)

diff --git a/src/frontend/src/components/LoadingSpinner/index.tsx b/src/frontend/src/components/LoadingSpinner/index.tsx
index 44c0f864d..642df9e22 100644
--- a/src/frontend/src/components/LoadingSpinner/index.tsx
+++ b/src/frontend/src/components/LoadingSpinner/index.tsx
@@ -2,8 +2,5 @@ import { useContext, useEffect, useRef, useState } from "react";
 import { RadialProgressType } from "../../types/components";
 
 export default function LoadingSpinner({}) {
-
-  return (
-    <></>
-  );
+  return <></>;
 }
diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index 08901f3d1..958cdd597 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -114,15 +114,12 @@ export default function InputFileComponent({
           {myValue !== "" ? myValue : "No file"}
         </span>
         <button onClick={handleButtonClick}>
-          {(!editNode && !loading) && (
+          {!editNode && !loading && (
             <DocumentMagnifyingGlassIcon className="w-8 h-8  hover:text-ring" />
           )}
-          {
-            (!editNode && loading) && (
-              <span className="loading loading-spinner loading-sm pl-3 w-8 h-8 pointer-events-none"></span>
-            )
-          }
-
+          {!editNode && loading && (
+            <span className="loading loading-spinner loading-sm pl-3 w-8 h-8 pointer-events-none"></span>
+          )}
         </button>
       </div>
     </div>
diff --git a/src/frontend/src/icons/supabase/index.tsx b/src/frontend/src/icons/supabase/index.tsx
index e287bfb40..f9e699ace 100644
--- a/src/frontend/src/icons/supabase/index.tsx
+++ b/src/frontend/src/icons/supabase/index.tsx
@@ -1,8 +1,9 @@
 import React, { forwardRef } from "react";
 import { ReactComponent as SupabaseSvg } from "./supabase-icon.svg";
 
-export const SupabaseIcon = forwardRef<SVGSVGElement, React.PropsWithChildren<{}>>(
-  (props, ref) => {
-    return <SupabaseSvg ref={ref} {...props} />;
-  }
-);
+export const SupabaseIcon = forwardRef<
+  SVGSVGElement,
+  React.PropsWithChildren<{}>
+>((props, ref) => {
+  return <SupabaseSvg ref={ref} {...props} />;
+});

From fed726b72783260de2ce78b09d0f4b2b1cea6db7 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 08:14:26 -0300
Subject: [PATCH 079/119] =?UTF-8?q?=F0=9F=9A=80=20feat(memories.py):=20set?=
 =?UTF-8?q?=20default=20value=20for=20memory=5Fkey=20field=20to=20"chat=5F?=
 =?UTF-8?q?history"=20The=20memory=5Fkey=20field=20is=20now=20set=20to=20"?=
 =?UTF-8?q?chat=5Fhistory"=20by=20default.=20This=20change=20ensures=20tha?=
 =?UTF-8?q?t=20the=20memory=5Fkey=20field=20is=20always=20initialized=20wi?=
 =?UTF-8?q?th=20a=20default=20value,=20which=20is=20useful=20for=20the=20a?=
 =?UTF-8?q?pplication's=20functionality.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/memories.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/memories.py b/src/backend/langflow/template/frontend_node/memories.py
index 7cf4096c9..05f7a3092 100644
--- a/src/backend/langflow/template/frontend_node/memories.py
+++ b/src/backend/langflow/template/frontend_node/memories.py
@@ -62,3 +62,5 @@ class MemoryFrontendNode(FrontendNode):
             field.show = True
             field.advanced = True
             field.value = ""
+        if field.name == "memory_key":
+            field.value = "chat_history"

From 508c66cbaa039fe09af4a4a5aac3c4630191666d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 08:40:43 -0300
Subject: [PATCH 080/119] =?UTF-8?q?=F0=9F=90=9B=20fix(endpoints.py):=20mak?=
 =?UTF-8?q?e=20inputs=20and=20tweaks=20optional=20in=20process=5Fflow=20en?=
 =?UTF-8?q?dpoint=20=F0=9F=90=9B=20fix(process.py):=20make=20inputs=20opti?=
 =?UTF-8?q?onal=20in=20process=5Fgraph=5Fcached=20function=20The=20inputs?=
 =?UTF-8?q?=20and=20tweaks=20parameters=20in=20the=20process=5Fflow=20endp?=
 =?UTF-8?q?oint=20are=20now=20optional,=20which=20allows=20for=20more=20fl?=
 =?UTF-8?q?exibility=20in=20the=20API.=20The=20inputs=20parameter=20in=20t?=
 =?UTF-8?q?he=20process=5Fgraph=5Fcached=20function=20is=20now=20optional,?=
 =?UTF-8?q?=20which=20prevents=20a=20ValueError=20from=20being=20raised=20?=
 =?UTF-8?q?when=20a=20Chain=20object=20is=20processed=20without=20inputs.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/endpoints.py   | 2 +-
 src/backend/langflow/processing/process.py | 4 +++-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index d48900117..c9d6e807e 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -27,7 +27,7 @@ def get_all():
 @router.post("/process/{flow_id}", response_model=ProcessResponse)
 async def process_flow(
     flow_id: str,
-    inputs: dict,
+    inputs: Optional[dict] = None,
     tweaks: Optional[dict] = None,
     session: Session = Depends(get_session),
 ):
diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index 69f8fbfea..abf7a00b8 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -82,7 +82,7 @@ def get_input_str_if_only_one_input(inputs: dict) -> Optional[str]:
     return list(inputs.values())[0] if len(inputs) == 1 else None
 
 
-def process_graph_cached(data_graph: Dict[str, Any], inputs: dict):
+def process_graph_cached(data_graph: Dict[str, Any], inputs: Optional[dict] = None):
     """
     Process graph by extracting input variables and replacing ZeroShotPrompt
     with PromptTemplate,then run the graph and return the result and thought.
@@ -99,6 +99,8 @@ def process_graph_cached(data_graph: Dict[str, Any], inputs: dict):
 
     # Generate result and thought
     if isinstance(langchain_object, Chain):
+        if inputs is None:
+            raise ValueError("Inputs must be provided for a Chain")
         logger.debug("Generating result and thought")
         result = get_result_and_thought(langchain_object, inputs)
         logger.debug("Generated result and thought")

From c686ed01ca7fcf6f3c31430d4c47ee55d03b8541 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 09:04:21 -0300
Subject: [PATCH 081/119] =?UTF-8?q?=F0=9F=90=9B=20fix(memories.py):=20set?=
 =?UTF-8?q?=20advanced=20field=20to=20False=20for=20input=5Fkey=20and=20ou?=
 =?UTF-8?q?tput=5Fkey=20fields=20The=20advanced=20field=20was=20set=20to?=
 =?UTF-8?q?=20True=20for=20input=5Fkey=20and=20output=5Fkey=20fields,=20wh?=
 =?UTF-8?q?ich=20made=20them=20appear=20in=20the=20advanced=20section=20of?=
 =?UTF-8?q?=20the=20UI.=20This=20was=20not=20intended,=20so=20the=20advanc?=
 =?UTF-8?q?ed=20field=20is=20now=20set=20to=20False=20for=20these=20fields?=
 =?UTF-8?q?.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/memories.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/backend/langflow/template/frontend_node/memories.py b/src/backend/langflow/template/frontend_node/memories.py
index 05f7a3092..4b312c926 100644
--- a/src/backend/langflow/template/frontend_node/memories.py
+++ b/src/backend/langflow/template/frontend_node/memories.py
@@ -60,7 +60,7 @@ class MemoryFrontendNode(FrontendNode):
         if field.name in ["input_key", "output_key"]:
             field.required = False
             field.show = True
-            field.advanced = True
+            field.advanced = False
             field.value = ""
         if field.name == "memory_key":
             field.value = "chat_history"

From a05a9202e87c632fe5f061274a3a5a52401e2ae7 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 09:04:35 -0300
Subject: [PATCH 082/119] =?UTF-8?q?=F0=9F=90=9B=20fix(chains.py):=20set=20?=
 =?UTF-8?q?required=3DTrue=20for=20TemplateField=20'memory'=20=E2=9C=A8=20?=
 =?UTF-8?q?feat(chains.py):=20add=20TemplateField=20'chain=5Ftype'=20to=20?=
 =?UTF-8?q?support=20different=20types=20of=20QA=20chains=20The=20'memory'?=
 =?UTF-8?q?=20field=20was=20previously=20set=20to=20required=3DFalse,=20bu?=
 =?UTF-8?q?t=20it=20is=20actually=20required=20for=20the=20chain=20to=20fu?=
 =?UTF-8?q?nction=20properly.=20This=20fix=20sets=20required=3DTrue=20for?=
 =?UTF-8?q?=20the=20'memory'=20field.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

A new TemplateField 'chain_type' has been added to support different types of QA chains. This field is of type 'str', is required, and is a list of options. It allows the user to select the type of QA chain they want to use.
---
 .../langflow/template/frontend_node/chains.py     | 15 ++++++++++++++-
 1 file changed, 14 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/template/frontend_node/chains.py b/src/backend/langflow/template/frontend_node/chains.py
index 19ea2e0df..0ed8f1389 100644
--- a/src/backend/langflow/template/frontend_node/chains.py
+++ b/src/backend/langflow/template/frontend_node/chains.py
@@ -13,7 +13,7 @@ class ChainFrontendNode(FrontendNode):
             self.template.add_field(
                 TemplateField(
                     field_type="BaseChatMemory",
-                    required=False,
+                    required=True,
                     show=True,
                     name="memory",
                     advanced=False,
@@ -31,6 +31,19 @@ class ChainFrontendNode(FrontendNode):
                     display_name="Return source documents",
                 )
             )
+            self.template.add_field(
+                TemplateField(
+                    field_type="str",
+                    required=True,
+                    is_list=True,
+                    show=True,
+                    multiline=False,
+                    options=QA_CHAIN_TYPES,
+                    value=QA_CHAIN_TYPES[0],
+                    name="chain_type",
+                    advanced=False,
+                )
+            )
 
     @staticmethod
     def format_field(field: TemplateField, name: Optional[str] = None) -> None:

From c0a8d15dc2577f215a33b85a201ebf350a0c7aaa Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 09:12:53 -0300
Subject: [PATCH 083/119] =?UTF-8?q?=F0=9F=90=9B=20fix(util.py):=20set=20de?=
 =?UTF-8?q?fault=20value=20for=20model=5Fname=20in=20format=5Fdict=20funct?=
 =?UTF-8?q?ion=20The=20format=5Fdict=20function=20was=20updated=20to=20set?=
 =?UTF-8?q?=20a=20default=20value=20for=20the=20model=5Fname=20key=20in=20?=
 =?UTF-8?q?the=20value=20dictionary=20for=20the=20OpenAI,=20ChatOpenAI,=20?=
 =?UTF-8?q?and=20Anthropic=20models.=20This=20ensures=20that=20the=20model?=
 =?UTF-8?q?=5Fname=20key=20always=20has=20a=20value,=20even=20if=20the=20o?=
 =?UTF-8?q?ptions=20list=20is=20empty.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/utils/util.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/backend/langflow/utils/util.py b/src/backend/langflow/utils/util.py
index f4e4927d8..7fcf1f4d4 100644
--- a/src/backend/langflow/utils/util.py
+++ b/src/backend/langflow/utils/util.py
@@ -299,12 +299,15 @@ def format_dict(d, name: Optional[str] = None):
         if name == "OpenAI" and key == "model_name":
             value["options"] = constants.OPENAI_MODELS
             value["list"] = True
+            value["value"] = constants.OPENAI_MODELS[0]
         elif name == "ChatOpenAI" and key == "model_name":
             value["options"] = constants.CHAT_OPENAI_MODELS
             value["list"] = True
+            value["value"] = constants.CHAT_OPENAI_MODELS[0]
         elif (name == "Anthropic" or name == "ChatAnthropic") and key == "model_name":
             value["options"] = constants.ANTHROPIC_MODELS
             value["list"] = True
+            value["value"] = constants.ANTHROPIC_MODELS[0]
     return d
 
 

From 9f00421d64fe958bd0e1ca1e1eef58917355a1fe Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 09:13:09 -0300
Subject: [PATCH 084/119] =?UTF-8?q?=F0=9F=94=A5=20chore(constants.py):=20r?=
 =?UTF-8?q?emove=20DIRECT=5FTYPES=20constant=20from=20vertex=20and=20graph?=
 =?UTF-8?q?=20modules=20The=20DIRECT=5FTYPES=20constant=20was=20removed=20?=
 =?UTF-8?q?from=20the=20vertex=20and=20graph=20modules=20as=20it=20is=20no?=
 =?UTF-8?q?w=20defined=20in=20the=20utils=20module.=20This=20change=20impr?=
 =?UTF-8?q?oves=20code=20organization=20and=20reduces=20duplication.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/graph/graph/constants.py  | 3 ---
 src/backend/langflow/graph/vertex/constants.py | 2 +-
 src/backend/langflow/utils/constants.py        | 1 +
 3 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/graph/graph/constants.py b/src/backend/langflow/graph/graph/constants.py
index ff1317d39..3398f253f 100644
--- a/src/backend/langflow/graph/graph/constants.py
+++ b/src/backend/langflow/graph/graph/constants.py
@@ -30,9 +30,6 @@ from langflow.interface.wrappers.base import wrapper_creator
 from typing import Dict, Type
 
 
-DIRECT_TYPES = ["str", "bool", "code", "int", "float", "Any", "prompt"]
-
-
 VERTEX_TYPE_MAP: Dict[str, Type[Vertex]] = {
     **{t: PromptVertex for t in prompt_creator.to_list()},
     **{t: AgentVertex for t in agent_creator.to_list()},
diff --git a/src/backend/langflow/graph/vertex/constants.py b/src/backend/langflow/graph/vertex/constants.py
index 8372e13a7..8b1378917 100644
--- a/src/backend/langflow/graph/vertex/constants.py
+++ b/src/backend/langflow/graph/vertex/constants.py
@@ -1 +1 @@
-DIRECT_TYPES = ["str", "bool", "code", "int", "float", "Any", "prompt"]
+
diff --git a/src/backend/langflow/utils/constants.py b/src/backend/langflow/utils/constants.py
index bf59c6cc4..44103c2b7 100644
--- a/src/backend/langflow/utils/constants.py
+++ b/src/backend/langflow/utils/constants.py
@@ -36,3 +36,4 @@ def python_function(text: str) -> str:
     \"\"\"This is a default python function that returns the input text\"\"\"
     return text
 """
+DIRECT_TYPES = ["str", "bool", "code", "int", "float", "Any", "prompt"]

From a23c53dd14b11e3989389bbf8b17580ac48395cf Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 09:13:22 -0300
Subject: [PATCH 085/119] =?UTF-8?q?=F0=9F=9A=80=20feat(base.py):=20add=20s?=
 =?UTF-8?q?orting=20of=20fields=20based=20on=20DIRECT=5FTYPES=20The=20`sor?=
 =?UTF-8?q?t=5Ffields`=20method=20has=20been=20added=20to=20the=20`Templat?=
 =?UTF-8?q?e`=20class=20to=20sort=20fields=20based=20on=20the=20`DIRECT=5F?=
 =?UTF-8?q?TYPES`=20constant.=20Fields=20that=20have=20a=20`field=5Ftype`?=
 =?UTF-8?q?=20in=20`DIRECT=5FTYPES`=20are=20sorted=20first,=20followed=20b?=
 =?UTF-8?q?y=20the=20remaining=20fields.=20This=20ensures=20that=20fields?=
 =?UTF-8?q?=20that=20have=20a=20direct=20type=20are=20processed=20first,?=
 =?UTF-8?q?=20which=20is=20important=20for=20the=20correct=20functioning?=
 =?UTF-8?q?=20of=20the=20template.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/template/base.py | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/src/backend/langflow/template/template/base.py b/src/backend/langflow/template/template/base.py
index 52d53007b..8c9073df2 100644
--- a/src/backend/langflow/template/template/base.py
+++ b/src/backend/langflow/template/template/base.py
@@ -3,6 +3,7 @@ from typing import Callable, Optional, Union
 from pydantic import BaseModel
 
 from langflow.template.field.base import TemplateField
+from langflow.utils.constants import DIRECT_TYPES
 
 
 class Template(BaseModel):
@@ -18,8 +19,17 @@ class Template(BaseModel):
             for field in self.fields:
                 format_field_func(field, name)
 
+    def sort_fields(self):
+        # sort fields so that fields that have .field_type in DIRECT_TYPES are first
+        self.fields.sort(
+            key=lambda x: DIRECT_TYPES.index(x.field_type)
+            if x.field_type in DIRECT_TYPES
+            else 100
+        )
+
     def to_dict(self, format_field_func=None):
         self.process_fields(self.type_name, format_field_func)
+        self.sort_fields()
         result = {field.name: field.to_dict() for field in self.fields}
         result["_type"] = self.type_name  # type: ignore
         return result

From f2230a6d701657b2b2ff9ea35151035044ab8b7d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 09:13:38 -0300
Subject: [PATCH 086/119] =?UTF-8?q?=F0=9F=9A=9A=20chore(base.py):=20move?=
 =?UTF-8?q?=20DIRECT=5FTYPES=20import=20to=20utils.constants=20The=20DIREC?=
 =?UTF-8?q?T=5FTYPES=20import=20has=20been=20moved=20to=20the=20utils.cons?=
 =?UTF-8?q?tants=20module=20to=20improve=20the=20organization=20of=20the?=
 =?UTF-8?q?=20code.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/graph/vertex/base.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/backend/langflow/graph/vertex/base.py b/src/backend/langflow/graph/vertex/base.py
index 87a09d604..61c50eda5 100644
--- a/src/backend/langflow/graph/vertex/base.py
+++ b/src/backend/langflow/graph/vertex/base.py
@@ -1,4 +1,4 @@
-from langflow.graph.vertex.constants import DIRECT_TYPES
+from langflow.utils.constants import DIRECT_TYPES
 from langflow.interface.initialize import loading
 from langflow.interface.listing import ALL_TYPES_DICT
 from langflow.utils.logger import logger

From cc8e5e31068a4225f52f6e05f0fc6e8f61a59041 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 09:19:25 -0300
Subject: [PATCH 087/119] =?UTF-8?q?=F0=9F=9A=80=20feat(tests):=20update=20?=
 =?UTF-8?q?default=20values=20for=20OpenAI=20models=20in=20chat=20and=20te?=
 =?UTF-8?q?xt=20fields=20The=20default=20value=20for=20the=20OpenAI=20mode?=
 =?UTF-8?q?l=20in=20the=20chat=20field=20has=20been=20updated=20to=20"gpt-?=
 =?UTF-8?q?3.5-turbo-0613"=20to=20reflect=20the=20latest=20version=20of=20?=
 =?UTF-8?q?the=20model.=20The=20default=20value=20for=20the=20OpenAI=20mod?=
 =?UTF-8?q?el=20in=20the=20text=20field=20has=20been=20updated=20to=20"tex?=
 =?UTF-8?q?t-davinci-003"=20to=20reflect=20the=20latest=20version=20of=20t?=
 =?UTF-8?q?he=20model.=20This=20ensures=20that=20the=20tests=20are=20using?=
 =?UTF-8?q?=20the=20latest=20and=20most=20accurate=20models=20for=20OpenAI?=
 =?UTF-8?q?.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 tests/test_llms_template.py | 2 +-
 tests/test_template.py      | 2 ++
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/tests/test_llms_template.py b/tests/test_llms_template.py
index e57c7264a..3f8c09079 100644
--- a/tests/test_llms_template.py
+++ b/tests/test_llms_template.py
@@ -369,7 +369,7 @@ def test_chat_open_ai(client: TestClient):
         "placeholder": "",
         "show": True,
         "multiline": False,
-        "value": "gpt-3.5-turbo",
+        "value": "gpt-3.5-turbo-0613",
         "password": False,
         "options": [
             "gpt-3.5-turbo-0613",
diff --git a/tests/test_template.py b/tests/test_template.py
index a9b5a71ed..54d869647 100644
--- a/tests/test_template.py
+++ b/tests/test_template.py
@@ -222,6 +222,7 @@ def test_format_dict():
             "password": False,
             "multiline": False,
             "options": OPENAI_MODELS,
+            "value": "text-davinci-003",
         },
     }
     expected_output_openai_chat = {
@@ -233,6 +234,7 @@ def test_format_dict():
             "password": False,
             "multiline": False,
             "options": CHAT_OPENAI_MODELS,
+            "value": "gpt-3.5-turbo-0613",
         },
     }
     assert format_dict(input_dict, "OpenAI") == expected_output_openai

From a0f48b1d123213cb69a4644d1512d1d6a00efbb1 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 10:44:23 -0300
Subject: [PATCH 088/119] =?UTF-8?q?=F0=9F=90=9B=20fix(test=5Fgraph.py):=20?=
 =?UTF-8?q?add=20assertion=20to=20check=20if=20root=20node=20is=20not=20No?=
 =?UTF-8?q?ne=20The=20test=5Fbuild=5Fparams=20function=20was=20failing=20w?=
 =?UTF-8?q?hen=20the=20root=20node=20was=20None.=20This=20commit=20adds=20?=
 =?UTF-8?q?an=20assertion=20to=20check=20if=20the=20root=20node=20is=20not?=
 =?UTF-8?q?=20None=20before=20proceeding=20with=20the=20other=20assertions?=
 =?UTF-8?q?.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 tests/test_graph.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/test_graph.py b/tests/test_graph.py
index 02bb180f2..21febb435 100644
--- a/tests/test_graph.py
+++ b/tests/test_graph.py
@@ -238,6 +238,7 @@ def test_build_params(basic_graph):
     root = get_root_node(basic_graph)
     # Root node is a TimeTravelGuideChain
     # which requires an llm and memory
+    assert root is not None
     assert isinstance(root.params, dict)
     assert "llm" in root.params
     assert "memory" in root.params

From 6c08340aff6e16e6a87f8635911b0ffb658ae73c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 10:50:37 -0300
Subject: [PATCH 089/119] =?UTF-8?q?=F0=9F=9A=80=20feat(vectorstores.py):?=
 =?UTF-8?q?=20add=20display=20name=20for=20SupabaseVectorStore=20The=20dis?=
 =?UTF-8?q?play=20name=20for=20the=20SupabaseVectorStore=20is=20now=20set?=
 =?UTF-8?q?=20to=20"Supabase".=20This=20improves=20the=20user=20experience?=
 =?UTF-8?q?=20by=20providing=20a=20more=20descriptive=20name=20for=20the?=
 =?UTF-8?q?=20vector=20store.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/vectorstores.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index 1e0c0eb11..c35bd338c 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -89,6 +89,7 @@ class VectorStoreFrontendNode(FrontendNode):
             )
             extra_fields.extend((extra_field, extra_field2))
         elif self.template.type_name == "SupabaseVectorStore":
+            self.display_name = "Supabase"
             # Add table_name and query_name
             extra_field = TemplateField(
                 name="table_name",

From fb257447146b28a308e0b435e2a9c6166abb4e1d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 10:51:09 -0300
Subject: [PATCH 090/119] =?UTF-8?q?=F0=9F=94=A5=20refactor(loading.py):=20?=
 =?UTF-8?q?remove=20unused=20imports=20and=20functions=20The=20imports=20a?=
 =?UTF-8?q?nd=20functions=20that=20were=20not=20being=20used=20were=20remo?=
 =?UTF-8?q?ved=20to=20improve=20the=20code's=20readability=20and=20maintai?=
 =?UTF-8?q?nability.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/loading.py  | 102 ++----------------
 1 file changed, 8 insertions(+), 94 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 413142592..6ca3b9019 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -1,22 +1,11 @@
 import json
-from typing import Any, Callable, Dict, Optional
+from typing import Any, Callable, Dict, Sequence
 
 from langchain.agents import ZeroShotAgent
 from langchain.agents import agent as agent_module
 from langchain.agents.agent import AgentExecutor
 from langchain.agents.agent_toolkits.base import BaseToolkit
-from langchain.agents.load_tools import (
-    _BASE_TOOLS,
-    _EXTRA_LLM_TOOLS,
-    _EXTRA_OPTIONAL_TOOLS,
-    _LLM_TOOLS,
-)
-from langchain.agents.loading import load_agent_from_config
-from langchain.agents.tools import Tool
-from langchain.base_language import BaseLanguageModel
-from langchain.callbacks.base import BaseCallbackManager
-from langchain.chains.loading import load_chain_from_config
-from langchain.llms.loading import load_llm_from_config
+from langchain.agents.tools import BaseTool
 from langflow.interface.initialize.vector_store import (
     initialize_chroma,
     initialize_faiss,
@@ -31,9 +20,8 @@ from langflow.interface.custom_lists import CUSTOM_NODES
 from langflow.interface.importing.utils import get_function, import_by_type
 from langflow.interface.toolkits.base import toolkits_creator
 from langflow.interface.chains.base import chain_creator
-from langflow.interface.types import get_type_list
 from langflow.interface.utils import load_file_into_dict
-from langflow.utils import util, validate
+from langflow.utils import validate
 
 
 def instantiate_class(node_type: str, base_type: str, params: Dict) -> Any:
@@ -237,49 +225,15 @@ def replace_zero_shot_prompt_with_prompt_template(nodes):
     return nodes
 
 
-def load_langchain_type_from_config(config: Dict[str, Any]):
-    """Load langchain type from config"""
-    # Get type list
-    type_list = get_type_list()
-    if config["_type"] in type_list["agents"]:
-        config = util.update_verbose(config, new_value=False)
-        return load_agent_executor_from_config(config, verbose=True)
-    elif config["_type"] in type_list["chains"]:
-        config = util.update_verbose(config, new_value=False)
-        return load_chain_from_config(config, verbose=True)
-    elif config["_type"] in type_list["llms"]:
-        config = util.update_verbose(config, new_value=True)
-        return load_llm_from_config(config)
-    else:
-        raise ValueError("Type should be either agent, chain or llm")
-
-
-def load_agent_executor_from_config(
-    config: dict,
-    llm: Optional[BaseLanguageModel] = None,
-    tools: Optional[list[Tool]] = None,
-    callback_manager: Optional[BaseCallbackManager] = None,
-    **kwargs: Any,
-):
-    tools = load_tools_from_config(config["allowed_tools"])
-    config["allowed_tools"] = [tool.name for tool in tools] if tools else []
-    agent_obj = load_agent_from_config(config, llm, tools, **kwargs)
-
-    return AgentExecutor.from_agent_and_tools(
-        agent=agent_obj,
-        tools=tools,
-        callback_manager=callback_manager,
-        **kwargs,
-    )
-
-
 def load_agent_executor(agent_class: type[agent_module.Agent], params, **kwargs):
     """Load agent executor from agent class, tools and chain"""
-    allowed_tools = params.get("allowed_tools", [])
+    allowed_tools: Sequence[BaseTool] = params.get("allowed_tools", [])
     llm_chain = params["llm_chain"]
     # if allowed_tools is not a list or set, make it a list
-    if not isinstance(allowed_tools, (list, set)):
-        allowed_tools = [allowed_tools]
+    if not isinstance(allowed_tools, (list, set)) and isinstance(
+        allowed_tools, BaseTool
+    ):
+        allowed_tools: Sequence[BaseTool] = [allowed_tools]
     tool_names = [tool.name for tool in allowed_tools]
     # Agent class requires an output_parser but Agent classes
     # have a default output_parser.
@@ -297,46 +251,6 @@ def load_toolkits_executor(node_type: str, toolkit: BaseToolkit, params: dict):
         return create_function(llm=llm, toolkit=toolkit)
 
 
-def load_tools_from_config(tool_list: list[dict]) -> list:
-    """Load tools based on a config list.
-
-    Args:
-        config: config list.
-
-    Returns:
-        List of tools.
-    """
-    tools = []
-    for tool in tool_list:
-        tool_type = tool.pop("_type")
-        llm_config = tool.pop("llm", None)
-        llm = load_llm_from_config(llm_config) if llm_config else None
-        kwargs = tool
-        if tool_type in _BASE_TOOLS:
-            tools.append(_BASE_TOOLS[tool_type]())
-        elif tool_type in _LLM_TOOLS:
-            if llm is None:
-                raise ValueError(f"Tool {tool_type} requires an LLM to be provided")
-            tools.append(_LLM_TOOLS[tool_type](llm))
-        elif tool_type in _EXTRA_LLM_TOOLS:
-            if llm is None:
-                raise ValueError(f"Tool {tool_type} requires an LLM to be provided")
-            _get_llm_tool_func, extra_keys = _EXTRA_LLM_TOOLS[tool_type]
-            if missing_keys := set(extra_keys).difference(kwargs):
-                raise ValueError(
-                    f"Tool {tool_type} requires some parameters that were not "
-                    f"provided: {missing_keys}"
-                )
-            tools.append(_get_llm_tool_func(llm=llm, **kwargs))
-        elif tool_type in _EXTRA_OPTIONAL_TOOLS:
-            _get_tool_func, extra_keys = _EXTRA_OPTIONAL_TOOLS[tool_type]
-            kwargs = {k: value for k, value in kwargs.items() if value}
-            tools.append(_get_tool_func(**kwargs))
-        else:
-            raise ValueError(f"Got unknown tool {tool_type}")
-    return tools
-
-
 def build_prompt_template(prompt, tools):
     """Build PromptTemplate from ZeroShotPrompt"""
     prefix = prompt["node"]["template"]["prefix"]["value"]

From 713d2f19e5da79a38acd0cb6d07370d1e424cd7a Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 10:51:29 -0300
Subject: [PATCH 091/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(utils.ts):=20si?=
 =?UTF-8?q?mplify=20snakeToSpaces=20function=20=F0=9F=94=A8=20refactor(uti?=
 =?UTF-8?q?ls.ts):=20simplify=20getConnectedNodes=20function=20?=
 =?UTF-8?q?=F0=9F=94=A8=20refactor(utils.ts):=20remove=20unused=20variable?=
 =?UTF-8?q?=20in=20groupByFamily=20function=20The=20snakeToSpaces=20functi?=
 =?UTF-8?q?on=20has=20been=20simplified=20by=20removing=20the=20unnecessar?=
 =?UTF-8?q?y=20variable=20declaration.=20The=20getConnectedNodes=20functio?=
 =?UTF-8?q?n=20has=20been=20simplified=20by=20removing=20the=20unnecessary?=
 =?UTF-8?q?=20variable=20declaration=20and=20returning=20the=20result=20di?=
 =?UTF-8?q?rectly.=20The=20groupedObj=20variable=20in=20the=20groupByFamil?=
 =?UTF-8?q?y=20function=20is=20no=20longer=20used,=20so=20it=20has=20been?=
 =?UTF-8?q?=20removed.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/utils.ts | 13 +++----------
 1 file changed, 3 insertions(+), 10 deletions(-)

diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index d22245a31..d4c5d0190 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -407,9 +407,7 @@ export function toFirstUpperCase(str: string) {
 }
 
 export function snakeToSpaces(str: string) {
-  let result = str.split("_").join(" ");
-
-  return result;
+  return str.split("_").join(" ");
 }
 
 export function toNormalCase(str: string) {
@@ -453,10 +451,7 @@ export function roundNumber(x: number, decimals: number) {
 export function getConnectedNodes(edge: Edge, nodes: Array<Node>): Array<Node> {
   const sourceId = edge.source;
   const targetId = edge.target;
-  const connectedNodes = nodes.filter(
-    (node) => node.id === targetId || node.id === sourceId
-  );
-  return connectedNodes;
+  return nodes.filter((node) => node.id === targetId || node.id === sourceId);
 }
 
 export function isValidConnection(
@@ -703,7 +698,7 @@ export function groupByFamily(data, baseClasses) {
     return foundIndex === index;
   });
 
-  let groupedObj = groupedBy.reduce((result, item) => {
+  return groupedBy.reduce((result, item) => {
     const existingGroup = result.find((group) => group.family === item.family);
 
     if (existingGroup) {
@@ -714,8 +709,6 @@ export function groupByFamily(data, baseClasses) {
 
     return result;
   }, []);
-
-  return groupedObj;
 }
 
 export function buildTweaks(flow) {

From 8cd8449034f9429b8bc098270d276e029654a146 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 10:51:59 -0300
Subject: [PATCH 092/119] =?UTF-8?q?=F0=9F=94=A5=20refactor(inputFileCompon?=
 =?UTF-8?q?ent):=20remove=20unused=20import=20of=20RadialProgressComponent?=
 =?UTF-8?q?=20The=20import=20of=20RadialProgressComponent=20was=20removed?=
 =?UTF-8?q?=20as=20it=20was=20not=20being=20used=20in=20the=20component.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/components/inputFileComponent/index.tsx | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index 958cdd597..b01590b78 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -5,7 +5,6 @@ import { FileComponentType } from "../../types/components";
 import { TabsContext } from "../../contexts/tabsContext";
 import { INPUT_STYLE } from "../../constants";
 import { uploadFile } from "../../controllers/API";
-import RadialProgressComponent from "../RadialProgress";
 
 export default function InputFileComponent({
   value,
@@ -118,7 +117,7 @@ export default function InputFileComponent({
             <DocumentMagnifyingGlassIcon className="w-8 h-8  hover:text-ring" />
           )}
           {!editNode && loading && (
-            <span className="loading loading-spinner loading-sm pl-3 w-8 h-8 pointer-events-none"></span>
+            <span className="loading loading-spinner loading-sm pl-3 h-8 pointer-events-none"></span>
           )}
         </button>
       </div>

From c191d893ca424f53d1da02b7187e301a1aade573 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 10:52:55 -0300
Subject: [PATCH 093/119] =?UTF-8?q?=E2=9C=85=20test(test=5Ftemplate.py):?=
 =?UTF-8?q?=20add=20assertions=20to=20test=5Fbuild=5Ftemplate=5Ffrom=5Ffun?=
 =?UTF-8?q?ction=20Added=20assertions=20to=20test=5Fbuild=5Ftemplate=5Ffro?=
 =?UTF-8?q?m=5Ffunction=20to=20ensure=20that=20the=20returned=20result=20i?=
 =?UTF-8?q?s=20not=20None=20and=20that=20the=20expected=20keys=20are=20pre?=
 =?UTF-8?q?sent=20in=20the=20result.=20This=20improves=20the=20reliability?=
 =?UTF-8?q?=20of=20the=20test=20and=20ensures=20that=20the=20function=20is?=
 =?UTF-8?q?=20working=20as=20expected.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 tests/test_template.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/tests/test_template.py b/tests/test_template.py
index 54d869647..66a0b0218 100644
--- a/tests/test_template.py
+++ b/tests/test_template.py
@@ -59,6 +59,7 @@ def test_build_template_from_function():
     # Test with valid name
     result = build_template_from_function("ExampleClass1", type_to_loader_dict)
 
+    assert result is not None
     assert "template" in result
     assert "description" in result
     assert "base_classes" in result
@@ -67,6 +68,7 @@ def test_build_template_from_function():
     result_with_function = build_template_from_function(
         "ExampleClass1", type_to_loader_dict, add_function=True
     )
+    assert result_with_function is not None
     assert "function" in result_with_function["base_classes"]
 
     # Test with invalid name

From d4559c13567ec90003ed8f7b7c9ce79a72324317 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 10:53:53 -0300
Subject: [PATCH 094/119] =?UTF-8?q?=E2=9C=85=20test(test=5Ftemplate.py):?=
 =?UTF-8?q?=20add=20assertion=20to=20check=20if=20result=20is=20not=20None?=
 =?UTF-8?q?=20The=20test=20now=20includes=20an=20assertion=20to=20check=20?=
 =?UTF-8?q?if=20the=20result=20of=20the=20function=20call=20is=20not=20Non?=
 =?UTF-8?q?e.=20This=20ensures=20that=20the=20function=20is=20returning=20?=
 =?UTF-8?q?a=20value=20and=20that=20the=20test=20is=20checking=20the=20cor?=
 =?UTF-8?q?rect=20output.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 tests/test_template.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/test_template.py b/tests/test_template.py
index 66a0b0218..4be6dff06 100644
--- a/tests/test_template.py
+++ b/tests/test_template.py
@@ -82,6 +82,7 @@ def test_build_template_from_class():
 
     # Test valid input
     result = build_template_from_class("Child", type_to_cls_dict)
+    assert result is not None
     assert "template" in result
     assert "description" in result
     assert "base_classes" in result

From 06456930699cd2d630fe6f807c14505f01630eb5 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 10:54:34 -0300
Subject: [PATCH 095/119] =?UTF-8?q?=F0=9F=90=9B=20fix(utils.ts):=20simplif?=
 =?UTF-8?q?y=20ternary=20operator=20in=20validateNode=20function=20The=20t?=
 =?UTF-8?q?ernary=20operator=20in=20the=20validateNode=20function=20was=20?=
 =?UTF-8?q?simplified=20by=20removing=20the=20unnecessary=20if=20statement?=
 =?UTF-8?q?.=20The=20code=20is=20now=20more=20concise=20and=20easier=20to?=
 =?UTF-8?q?=20read.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/utils.ts | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index d4c5d0190..9e83fc70f 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -749,9 +749,7 @@ export function validateNode(
             )
           ? [
               `${type} is missing ${
-                template.display_name
-                  ? template.display_name
-                  : toNormalCase(template[t].name)
+                template.display_name || toNormalCase(template[t].name)
               }.`,
             ]
           : []

From 4451e7e777c20c99d8884a5e44620c20f9ffeb8b Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 10:57:36 -0300
Subject: [PATCH 096/119] =?UTF-8?q?=F0=9F=94=92=20chore(pyproject.toml):?=
 =?UTF-8?q?=20update=20fastapi=20dependency=20to=20version=200.98.0=20Fast?=
 =?UTF-8?q?API=20dependency=20has=20been=20updated=20to=20version=200.98.0?=
 =?UTF-8?q?=20to=20ensure=20that=20the=20application=20is=20using=20the=20?=
 =?UTF-8?q?latest=20version=20of=20the=20framework.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 58 +++++++++++++++++++++++++-------------------------
 pyproject.toml |  2 +-
 2 files changed, 30 insertions(+), 30 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1b043ca20..666c8d7b0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1362,14 +1362,14 @@ importlib-resources = {version = ">=5.0", markers = "python_version < \"3.10\""}
 
 [[package]]
 name = "fastapi"
-version = "0.97.0"
+version = "0.98.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "fastapi-0.97.0-py3-none-any.whl", hash = "sha256:95d757511c596409930bd20673358d4a4d709004edb85c5d24d6ffc48fabcbf2"},
-    {file = "fastapi-0.97.0.tar.gz", hash = "sha256:b53248ee45f64f19bb7600953696e3edf94b0f7de94df1e5433fc5c6136fa986"},
+    {file = "fastapi-0.98.0-py3-none-any.whl", hash = "sha256:f4165fb1fe3610c52cb1b8282c1480de9c34bc270f56a965aa93a884c350d605"},
+    {file = "fastapi-0.98.0.tar.gz", hash = "sha256:0d3c18886f652038262b5898fec6b09f4ca92ee23e9d9b1d1d24e429f84bf27b"},
 ]
 
 [package.dependencies]
@@ -2209,14 +2209,14 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.23.2"
+version = "6.23.3"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.23.2-py3-none-any.whl", hash = "sha256:7ccb6e2d32fd958c21453db494c914f3474908a2fdefd99ab548a5375b548d1f"},
-    {file = "ipykernel-6.23.2.tar.gz", hash = "sha256:fcfb67c5b504aa1bfcda1c5b3716636239e0f7b9290958f1c558c79b4c0e7ed5"},
+    {file = "ipykernel-6.23.3-py3-none-any.whl", hash = "sha256:bc00662dc44d4975b668cdb5fefb725e38e9d8d6e28441a519d043f38994922d"},
+    {file = "ipykernel-6.23.3.tar.gz", hash = "sha256:dd4e18116357f36a1e459b3768412371bee764c51844cbf25c4ed1eb9cae4a54"},
 ]
 
 [package.dependencies]
@@ -2535,14 +2535,14 @@ files = [
 
 [[package]]
 name = "jupyter-client"
-version = "8.2.0"
+version = "8.3.0"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.2.0-py3-none-any.whl", hash = "sha256:b18219aa695d39e2ad570533e0d71fb7881d35a873051054a84ee2a17c4b7389"},
-    {file = "jupyter_client-8.2.0.tar.gz", hash = "sha256:9fe233834edd0e6c0aa5f05ca2ab4bdea1842bfd2d8a932878212fc5301ddaf0"},
+    {file = "jupyter_client-8.3.0-py3-none-any.whl", hash = "sha256:7441af0c0672edc5d28035e92ba5e32fadcfa8a4e608a434c228836a89df6158"},
+    {file = "jupyter_client-8.3.0.tar.gz", hash = "sha256:3af69921fe99617be1670399a0b857ad67275eefcfa291e2c81a160b7b650f5f"},
 ]
 
 [package.dependencies]
@@ -2668,14 +2668,14 @@ test = ["psutil", "pytest", "pytest-asyncio"]
 
 [[package]]
 name = "langchainplus-sdk"
-version = "0.0.16"
-description = "Client library to connect to the LangChainPlus LLM Tracing and Evaluation Platform."
+version = "0.0.17"
+description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchainplus_sdk-0.0.16-py3-none-any.whl", hash = "sha256:2894e8ca1bbd41404925c3916099cd31ccea74e558a311c9aad67e02bcfa5ef8"},
-    {file = "langchainplus_sdk-0.0.16.tar.gz", hash = "sha256:2fc067dd038edcf18086d342da2c690984c4d37f9bfa684ffccaea34b43edb28"},
+    {file = "langchainplus_sdk-0.0.17-py3-none-any.whl", hash = "sha256:899675fe850bb0829691ce7643d5c3b4425de1535b6f2d6ce1e5f5457ffb05bf"},
+    {file = "langchainplus_sdk-0.0.17.tar.gz", hash = "sha256:6520c864a23dcadbe6fb7233a117347f6acc32725a97758e59354704c50de303"},
 ]
 
 [package.dependencies]
@@ -4092,14 +4092,14 @@ testing = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "platformdirs"
-version = "3.7.0"
+version = "3.8.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "platformdirs-3.7.0-py3-none-any.whl", hash = "sha256:cfd065ba43133ff103ab3bd10aecb095c2a0035fcd1f07217c9376900d94ba07"},
-    {file = "platformdirs-3.7.0.tar.gz", hash = "sha256:87fbf6473e87c078d536980ba970a472422e94f17b752cfad17024c18876d481"},
+    {file = "platformdirs-3.8.0-py3-none-any.whl", hash = "sha256:ca9ed98ce73076ba72e092b23d3c93ea6c4e186b3f1c3dad6edd98ff6ffcca2e"},
+    {file = "platformdirs-3.8.0.tar.gz", hash = "sha256:b0cabcb11063d21a0b261d557acb0a9d2126350e63b70cdf7db6347baea456dc"},
 ]
 
 [package.extras]
@@ -4594,14 +4594,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pypdf"
-version = "3.10.0"
+version = "3.11.0"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "pypdf-3.10.0-py3-none-any.whl", hash = "sha256:af28f36eeb5bcde26b4f9db9cc9df00610e8e5904d997e3141132e7768ff9247"},
-    {file = "pypdf-3.10.0.tar.gz", hash = "sha256:bc15457f1f9767532d51546300a9226f745fee8d9acf626fcfcf42af77ad342c"},
+    {file = "pypdf-3.11.0-py3-none-any.whl", hash = "sha256:4f1fd2c1ee05e381e05447152d9e993016666647578fcdd7cf15739d13536861"},
+    {file = "pypdf-3.11.0.tar.gz", hash = "sha256:2f5b9b28763234427cd6e525795e583aae7e36a79bdadd48ba8ab5277c12182a"},
 ]
 
 [package.dependencies]
@@ -4642,14 +4642,14 @@ chardet = "*"
 
 [[package]]
 name = "pytest"
-version = "7.3.2"
+version = "7.4.0"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.3.2-py3-none-any.whl", hash = "sha256:cdcbd012c9312258922f8cd3f1b62a6580fdced17db6014896053d47cddf9295"},
-    {file = "pytest-7.3.2.tar.gz", hash = "sha256:ee990a3cc55ba808b80795a79944756f315c67c12b56abd3ac993a7b8c17030b"},
+    {file = "pytest-7.4.0-py3-none-any.whl", hash = "sha256:78bf16451a2eb8c7a2ea98e32dc119fd2aa758f1d5d66dbf0a59d69a3969df32"},
+    {file = "pytest-7.4.0.tar.gz", hash = "sha256:b4bf8c45bd59934ed84001ad51e11b4ee40d40a1229d2c79f9c592b0a3f6bd8a"},
 ]
 
 [package.dependencies]
@@ -5033,14 +5033,14 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qdrant-client"
-version = "1.2.0"
+version = "1.3.0"
 description = "Client library for the Qdrant vector search engine"
 category = "main"
 optional = false
 python-versions = ">=3.7,<3.12"
 files = [
-    {file = "qdrant_client-1.2.0-py3-none-any.whl", hash = "sha256:e84e43bee529e27990aa5bad487bab4204eb20bda0414916498d8bb80ce601e6"},
-    {file = "qdrant_client-1.2.0.tar.gz", hash = "sha256:5a3d9f89adce392a2ba619cfd5b9f7afb13e5146c49e88ed80469993f0fadbf0"},
+    {file = "qdrant_client-1.3.0-py3-none-any.whl", hash = "sha256:f5ab40e24dd31d919475f9a1d7823b1eff2f4df8b4af1812abf19e2789b7021e"},
+    {file = "qdrant_client-1.3.0.tar.gz", hash = "sha256:68168e9b69af7c49ea5f9e90e027ae1944d2a1ee1ea6701315e0ba8a2fdc4a63"},
 ]
 
 [package.dependencies]
@@ -6578,14 +6578,14 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.6.0"
+version = "1.6.1"
 description = "WebSocket client for Python with low level API options"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "websocket-client-1.6.0.tar.gz", hash = "sha256:e84c7eafc66aade6d1967a51dfd219aabdf81d15b9705196e11fd81f48666b78"},
-    {file = "websocket_client-1.6.0-py3-none-any.whl", hash = "sha256:72d7802608745b0a212f79b478642473bd825777d8637b6c8c421bf167790d4f"},
+    {file = "websocket-client-1.6.1.tar.gz", hash = "sha256:c951af98631d24f8df89ab1019fc365f2227c0892f12fd150e935607c79dd0dd"},
+    {file = "websocket_client-1.6.1-py3-none-any.whl", hash = "sha256:f1f9f2ad5291f0225a49efad77abf9e700b6fef553900623060dad6e26503b9d"},
 ]
 
 [package.extras]
@@ -6983,4 +6983,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "9a2b49e451b6cd9fa01617afc6625656854ff0770941de489209d64b095fe69d"
+content-hash = "dfd6420a5c09e4cde1710aec344feaceb295ca0345c7be89e10c34aac1af6dcd"
diff --git a/pyproject.toml b/pyproject.toml
index e5329d5f8..825654991 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,7 +23,7 @@ langflow = "langflow.__main__:main"
 
 [tool.poetry.dependencies]
 python = ">=3.9,<3.12"
-fastapi = "^0.97.0"
+fastapi = "^0.98.0"
 uvicorn = "^0.22.0"
 beautifulsoup4 = "^4.11.2"
 google-search-results = "^2.4.1"

From bcb80a08b2b5f4c19c88459295cc31e548dc04e5 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 11:04:03 -0300
Subject: [PATCH 097/119] =?UTF-8?q?=F0=9F=90=9B=20fix(loading.py):=20remov?=
 =?UTF-8?q?e=20unnecessary=20type=20hinting=20for=20allowed=5Ftools=20vari?=
 =?UTF-8?q?able=20The=20type=20hinting=20for=20allowed=5Ftools=20variable?=
 =?UTF-8?q?=20is=20unnecessary=20as=20it=20is=20already=20defined=20in=20t?=
 =?UTF-8?q?he=20previous=20line.=20Removing=20the=20type=20hinting=20impro?=
 =?UTF-8?q?ves=20the=20readability=20of=20the=20code.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/initialize/loading.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 6ca3b9019..cf29b01b5 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -233,7 +233,7 @@ def load_agent_executor(agent_class: type[agent_module.Agent], params, **kwargs)
     if not isinstance(allowed_tools, (list, set)) and isinstance(
         allowed_tools, BaseTool
     ):
-        allowed_tools: Sequence[BaseTool] = [allowed_tools]
+        allowed_tools = [allowed_tools]
     tool_names = [tool.name for tool in allowed_tools]
     # Agent class requires an output_parser but Agent classes
     # have a default output_parser.

From dc0a77263578486fac77204c1e48bdae2422b89b Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 12:36:46 -0300
Subject: [PATCH 098/119] =?UTF-8?q?=F0=9F=9A=9A=20chore(endpoints.py):=20r?=
 =?UTF-8?q?eorder=20endpoints=20to=20keep=20backwards=20compatibility=20Th?=
 =?UTF-8?q?e=20`/predict/{flow=5Fid}`=20endpoint=20was=20moved=20above=20t?=
 =?UTF-8?q?he=20`/process/{flow=5Fid}`=20endpoint=20to=20maintain=20backwa?=
 =?UTF-8?q?rds=20compatibility=20with=20existing=20clients.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/api/v1/endpoints.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index c9d6e807e..f18e3056d 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -24,6 +24,8 @@ def get_all():
     return build_langchain_types_dict()
 
 
+# For backwards compatibility we will keep the old endpoint
+@router.post("/predict/{flow_id}", response_model=ProcessResponse)
 @router.post("/process/{flow_id}", response_model=ProcessResponse)
 async def process_flow(
     flow_id: str,

From 4cc2fae52b8bd3d759074df54a9450a5a3fe9c61 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 12:38:02 -0300
Subject: [PATCH 099/119] =?UTF-8?q?=F0=9F=9A=80=20feat(langflow):=20add=20?=
 =?UTF-8?q?support=20for=20MongoDB=20Atlas=20Vector=20Search=20in=20vector?=
 =?UTF-8?q?stores=20=E2=9C=A8=20feat(langflow):=20add=20support=20for=20se?=
 =?UTF-8?q?arch=5Fkwargs=20field=20in=20VectorStoreFrontendNode=20The=20ch?=
 =?UTF-8?q?anges=20add=20support=20for=20MongoDB=20Atlas=20Vector=20Search?=
 =?UTF-8?q?=20in=20the=20vectorstores.=20The=20`MongoDBAtlasVectorSearch`?=
 =?UTF-8?q?=20class=20is=20now=20imported=20and=20initialized=20in=20`vect?=
 =?UTF-8?q?or=5Fstore.py`.=20The=20`initialize=5Fmongodb`=20function=20is?=
 =?UTF-8?q?=20added=20to=20initialize=20the=20MongoDB=20Atlas=20Vector=20S?=
 =?UTF-8?q?earch=20class.=20The=20`VectorStoreFrontendNode`=20class=20is?=
 =?UTF-8?q?=20updated=20to=20add=20the=20`mongodb=5Fatlas=5Fcluster=5Furi`?=
 =?UTF-8?q?,=20`collection=5Fname`,=20and=20`db=5Fname`=20fields.=20The=20?=
 =?UTF-8?q?`search=5Fkwargs`=20field=20is=20also=20added=20to=20the=20`Vec?=
 =?UTF-8?q?torStoreFrontendNode`=20class=20to=20allow=20users=20to=20pass?=
 =?UTF-8?q?=20additional=20search=20parameters=20to=20the=20vector=20store?=
 =?UTF-8?q?.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/config.yaml              |  1 +
 .../interface/initialize/vector_store.py      | 40 +++++++++++++
 .../template/frontend_node/vectorstores.py    | 59 +++++++++++++++++++
 3 files changed, 100 insertions(+)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index f3b5efaf3..d8cd4a325 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -133,6 +133,7 @@ vectorstores:
   - FAISS
   - Pinecone
   - SupabaseVectorStore
+  - MongoDBAtlasVectorSearch
 wrappers:
   - RequestsWrapper
   # - ChatPromptTemplate
diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index a5149b922..cc887dfd7 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -7,7 +7,9 @@ from langchain.vectorstores import (
     FAISS,
     Weaviate,
     SupabaseVectorStore,
+    MongoDBAtlasVectorSearch,
 )
+import os
 
 
 def docs_in_params(params: dict) -> bool:
@@ -18,6 +20,38 @@ def docs_in_params(params: dict) -> bool:
     )
 
 
+def initialize_mongodb(class_object: Type[MongoDBAtlasVectorSearch], params: dict):
+    """Initialize mongodb and return the class object"""
+
+    MONGODB_ATLAS_CLUSTER_URI = params.get("mongodb_atlas_cluster_uri")
+    if not MONGODB_ATLAS_CLUSTER_URI:
+        raise ValueError("Mongodb atlas cluster uri must be provided in the params")
+    from pymongo import MongoClient
+
+    client = MongoClient(MONGODB_ATLAS_CLUSTER_URI)
+    db_name = "lanchain_db"
+    collection_name = "langchain_col"
+    collection = client[db_name][collection_name]
+    index_name = "langchain_demo"
+    if not docs_in_params(params):
+        # __init__ requires collection, embedding and index_name
+        init_args = {
+            "collection": collection,
+            "index_name": index_name,
+            "embedding": params.get("embedding"),
+        }
+
+        return class_object(**init_args)
+
+    if "texts" in params:
+        params["documents"] = params.pop("texts")
+
+    params["collection"] = collection
+    params["index_name"] = index_name
+
+    return class_object.from_documents(**params)
+
+
 def initialize_supabase(class_object: Type[SupabaseVectorStore], params: dict):
     """Initialize supabase and return the class object"""
     from supabase.client import Client, create_client
@@ -89,6 +123,12 @@ def initialize_pinecone(class_object: Type[Pinecone], params: dict):
     pinecone_api_key = params.get("pinecone_api_key")
     pinecone_env = params.get("pinecone_env")
 
+    if pinecone_api_key is None or pinecone_env is None:
+        if os.getenv("PINECONE_API_KEY") is not None:
+            pinecone_api_key = os.getenv("PINECONE_API_KEY")
+        if os.getenv("PINECONE_ENV") is not None:
+            pinecone_env = os.getenv("PINECONE_ENV")
+
     if pinecone_api_key is None or pinecone_env is None:
         raise ValueError(
             "Pinecone API key and environment must be provided in the params"
diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index c35bd338c..2b9aaecc8 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -7,6 +7,18 @@ from langflow.template.frontend_node.base import FrontendNode
 class VectorStoreFrontendNode(FrontendNode):
     def add_extra_fields(self) -> None:
         extra_fields: List[TemplateField] = []
+        # Add search_kwargs field
+        extra_field = TemplateField(
+            name="search_kwargs",
+            field_type="code",
+            required=False,
+            placeholder="",
+            show=True,
+            advanced=True,
+            multiline=False,
+            value="{}",
+        )
+        extra_fields.append(extra_field)
         if self.template.type_name == "Weaviate":
             extra_field = TemplateField(
                 name="weaviate_url",
@@ -134,6 +146,45 @@ class VectorStoreFrontendNode(FrontendNode):
             )
             extra_fields.extend((extra_field, extra_field2, extra_field3, extra_field4))
 
+        elif self.template.type_name == "MongoDBAtlasVectorSearch":
+            # add "mongodb_atlas_cluster_uri",
+            # "collection_name",
+            # "db_name",
+            extra_field = TemplateField(
+                name="mongodb_atlas_cluster_uri",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                display_name="MongoDB Atlas Cluster URI",
+                value="",
+            )
+            extra_field2 = TemplateField(
+                name="collection_name",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                display_name="Collection Name",
+                value="",
+            )
+            extra_field3 = TemplateField(
+                name="db_name",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                display_name="Database Name",
+                value="",
+            )
+            extra_fields.extend((extra_field, extra_field2, extra_field3))
+
         if extra_fields:
             for field in extra_fields:
                 self.template.add_field(field)
@@ -160,6 +211,9 @@ class VectorStoreFrontendNode(FrontendNode):
             "query_name",
             "supabase_url",
             "supabase_service_key",
+            "mongodb_atlas_cluster_uri",
+            "collection_name",
+            "db_name",
         ]
         advanced_fields = [
             "n_dim",
@@ -179,10 +233,15 @@ class VectorStoreFrontendNode(FrontendNode):
             "pinecone_api_key",
             "pinecone_env",
             "client_kwargs",
+            "search_kwargs",
         ]
 
         # Check and set field attributes
         if field.name == "texts":
+            # if field.name is "texts" it has to be replaced
+            # when instantiating the vectorstores
+            field.name = "documents"
+
             field.field_type = "TextSplitter"
             field.display_name = "Documents"
             field.required = False

From 086ed52923f75e5b779ffab2cbe3e30509afe665 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 12:38:22 -0300
Subject: [PATCH 100/119] =?UTF-8?q?=F0=9F=93=A6=20chore(pyproject.toml):?=
 =?UTF-8?q?=20add=20pymongo=20dependency=20to=20dev=20dependencies=20The?=
 =?UTF-8?q?=20pymongo=20package=20is=20added=20to=20the=20dev=20dependenci?=
 =?UTF-8?q?es=20section=20of=20the=20pyproject.toml=20file.=20This=20packa?=
 =?UTF-8?q?ge=20is=20required=20for=20development=20purposes.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 97 +++++++++++++++++++++++++++++++++++++++++++++++++-
 pyproject.toml |  1 +
 2 files changed, 97 insertions(+), 1 deletion(-)

diff --git a/poetry.lock b/poetry.lock
index 666c8d7b0..a652cd8b6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4565,6 +4565,101 @@ files = [
 [package.extras]
 plugins = ["importlib-metadata"]
 
+[[package]]
+name = "pymongo"
+version = "4.4.0"
+description = "Python driver for MongoDB <http://www.mongodb.org>"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "pymongo-4.4.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d368def4564681f681f4fe1ae906239bb4dc7dd403c49d15d3a6fe2688950f13"},
+    {file = "pymongo-4.4.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bf4e83af0bd3cf4c98eaf1ed2d028afd520bdffd6f7570f6cc5a44e9363fbb9a"},
+    {file = "pymongo-4.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4eba5abcee347bdaa7f1a3f18fd97758f0b75a6dc5704885e793aeb51e8e5e32"},
+    {file = "pymongo-4.4.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a2e496753e91bc82dfbe1f3bab21e0907866dab3c810e255ebaf991cd5c5455d"},
+    {file = "pymongo-4.4.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:8edb59aa5c10a3fb8d3a0c2cac8ba58c0d8f4e56f9003378ac1fff503a8d3f42"},
+    {file = "pymongo-4.4.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:801094c80d117b0d476f0afbe16cdfe438cc4069c5b0f2578564cb4b3c83f80f"},
+    {file = "pymongo-4.4.0-cp38-cp38-win32.whl", hash = "sha256:8fd68b540fb70954deeb2b6a1fb2f34d6342bcf221e003e6063e3b28e87b2778"},
+    {file = "pymongo-4.4.0-cp38-cp38-win_amd64.whl", hash = "sha256:a5551491ace0f05ae0bbe5a496c4daf216d9fc98e182940f471c228235b1626e"},
+    {file = "pymongo-4.4.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:4481f2796d53cd0c74d988a23a11266e6cae03be3878f42ed2c221b192d14f8d"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux1_i686.whl", hash = "sha256:6a2564ed1a07258a73f7adfb0663aa69022f1edc431d11aae4a32a29e7755d3c"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:900c773d4f9d68747bb19ef40c35c701f4a919a6b96efa2d4e1cb50074a9738e"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:b213fae58d6ba14ac71a481691981e582ff5813630f3a82aaf92fb79399ba0ec"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux2014_i686.whl", hash = "sha256:4a0cfab6b6c1826e8dfe4453c08aa70343a693dede7c09dca564a9b1f2393374"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux2014_ppc64le.whl", hash = "sha256:8d8a8aef8724058d416536902e680f2b06499e58c54220becdfcd3ff8e5dccfd"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux2014_s390x.whl", hash = "sha256:6acedf0778b79b6ea111a28fb23760b5f6b7b1c3e1f1e3595cf87ce709bce344"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:15cf004b6329da48078d7d9d1c79c802df6631b94e5a1ed9a112d713cc0f66e9"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2caac57d2a0160dce877e706e94e8a15b87feb71c257ecb8b5a039f7e98ba99b"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a2875f0bdb605e56630f46e12082f26ac2c680a5473f5f154b7131841727948c"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:78be52dc21f578a17e2c1cf1a222d4e64e91e0b1dba7e18f5ff7be7c0bf8053f"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7eb221dcb9e27415d2bd6e2d3001d1da0f351e2aa1564f6f3987f2206c066600"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b3eed06a24157a891eac5f73ec2400d22cccc95cde78a3f0e2b90c5ab17f1cf1"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:196c2c9ffccdf0ad4efdfae29347c4e2ae52c3415e958736cda84e4062553e96"},
+    {file = "pymongo-4.4.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:4b65f4e66efe43dcc5fb3a285f899e798742b8365bafdd832054675d34d640d5"},
+    {file = "pymongo-4.4.0-cp39-cp39-win32.whl", hash = "sha256:4a28ad09abccc9f71632398febfea12d3f28cec7e44fe6f2b16665807e62c298"},
+    {file = "pymongo-4.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:5e13ba36f18489600db28da13da73e8e190bd48899ad268cb482fe726d31a922"},
+    {file = "pymongo-4.4.0.tar.gz", hash = "sha256:a1b5d286fee4b9b5a0312faede02f2ce2f56ac695685af1d25f428abdac9a22c"},
+]
+
+[package.dependencies]
+dnspython = ">=1.16.0,<3.0.0"
+
+[package.extras]
+aws = ["pymongo-auth-aws (<2.0.0)"]
+encryption = ["pymongo[aws]", "pymongocrypt (>=1.6.0,<2.0.0)"]
+gssapi = ["pykerberos", "winkerberos (>=0.5.0)"]
+ocsp = ["certifi", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
+snappy = ["python-snappy"]
+zstd = ["zstandard"]
+
 [[package]]
 name = "pypandoc"
 version = "1.11"
@@ -6983,4 +7078,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "dfd6420a5c09e4cde1710aec344feaceb295ca0345c7be89e10c34aac1af6dcd"
+content-hash = "000dc6380bcb2c823e2617ae6ce19881255fb2cecc6358fa577080764adff97a"
diff --git a/pyproject.toml b/pyproject.toml
index 825654991..7f46993a9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -68,6 +68,7 @@ types-cachetools = "^5.3.0.5"
 appdirs = "^1.4.4"
 pinecone-client = "^2.2.2"
 supabase = "^1.0.3"
+pymongo = "^4.4.0"
 
 
 [tool.poetry.group.dev.dependencies]

From 81fb84b08111141c4e5a19caae0ee975de307354 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 13:18:52 -0300
Subject: [PATCH 101/119] =?UTF-8?q?=F0=9F=8E=A8=20style(MongoDBIcon):=20ad?=
 =?UTF-8?q?d=20MongoDBIcon=20component=20to=20frontend=20app=20The=20Mongo?=
 =?UTF-8?q?DBIcon=20component=20was=20added=20to=20the=20frontend=20app=20?=
 =?UTF-8?q?to=20be=20used=20as=20an=20icon=20for=20MongoDB=20Atlas=20Vecto?=
 =?UTF-8?q?r=20Search.=20The=20icon=20was=20added=20as=20an=20SVG=20file?=
 =?UTF-8?q?=20and=20imported=20as=20a=20React=20component.=20The=20compone?=
 =?UTF-8?q?nt=20was=20then=20added=20to=20the=20nodeIcons=20object=20in=20?=
 =?UTF-8?q?the=20utils.ts=20file.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/icons/MongoDB/index.tsx        | 9 +++++++++
 src/frontend/src/icons/MongoDB/mongodb-icon.svg | 1 +
 src/frontend/src/utils.ts                       | 2 ++
 3 files changed, 12 insertions(+)
 create mode 100644 src/frontend/src/icons/MongoDB/index.tsx
 create mode 100644 src/frontend/src/icons/MongoDB/mongodb-icon.svg

diff --git a/src/frontend/src/icons/MongoDB/index.tsx b/src/frontend/src/icons/MongoDB/index.tsx
new file mode 100644
index 000000000..5caa770f5
--- /dev/null
+++ b/src/frontend/src/icons/MongoDB/index.tsx
@@ -0,0 +1,9 @@
+import React, { forwardRef } from "react";
+import { ReactComponent as SlackSVG } from "./mongodb-icon.svg";
+
+export const MongoDBIcon = forwardRef<
+  SVGSVGElement,
+  React.PropsWithChildren<{}>
+>((props, ref) => {
+  return <SlackSVG ref={ref} {...props} />;
+});
diff --git a/src/frontend/src/icons/MongoDB/mongodb-icon.svg b/src/frontend/src/icons/MongoDB/mongodb-icon.svg
new file mode 100644
index 000000000..54403d528
--- /dev/null
+++ b/src/frontend/src/icons/MongoDB/mongodb-icon.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="64" height="64" viewBox="0 0 32 32"><path d="M15.9.087l.854 1.604c.192.296.4.558.645.802.715.715 1.394 1.464 2.004 2.266 1.447 1.9 2.423 4.01 3.12 6.292.418 1.394.645 2.824.662 4.27.07 4.323-1.412 8.035-4.4 11.12-.488.488-1.01.94-1.57 1.342-.296 0-.436-.227-.558-.436-.227-.383-.366-.82-.436-1.255-.105-.523-.174-1.046-.14-1.586v-.244C16.057 24.21 15.796.21 15.9.087z" fill="#599636"/><path d="M15.9.034c-.035-.07-.07-.017-.105.017.017.35-.105.662-.296.96-.21.296-.488.523-.767.767-1.55 1.342-2.77 2.963-3.747 4.776-1.3 2.44-1.97 5.055-2.16 7.808-.087.993.314 4.497.627 5.508.854 2.684 2.388 4.933 4.375 6.885.488.47 1.01.906 1.55 1.325.157 0 .174-.14.21-.244a4.78 4.78 0 0 0 .157-.68l.35-2.614L15.9.034z" fill="#6cac48"/><path d="M16.754 28.845c.035-.4.227-.732.436-1.063-.21-.087-.366-.26-.488-.453-.105-.174-.192-.383-.26-.575-.244-.732-.296-1.5-.366-2.248v-.453c-.087.07-.105.662-.105.75a17.37 17.37 0 0 1-.314 2.353c-.052.314-.087.627-.28.906 0 .035 0 .07.017.122.314.924.4 1.865.453 2.824v.35c0 .418-.017.33.33.47.14.052.296.07.436.174.105 0 .122-.087.122-.157l-.052-.575v-1.604c-.017-.28.035-.558.07-.82z" fill="#c2bfbf"/></svg>
\ No newline at end of file
diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index 9e83fc70f..e2436a1ca 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -44,6 +44,7 @@ import clsx, { ClassValue } from "clsx";
 import { twMerge } from "tailwind-merge";
 import { ADJECTIVES, DESCRIPTIONS, NOUNS } from "./constants";
 import { SupabaseIcon } from "./icons/supabase";
+import { MongoDBIcon } from "./icons/MongoDB";
 
 export function classNames(...classes: Array<string>) {
   return classes.filter(Boolean).join(" ");
@@ -174,6 +175,7 @@ export const nodeIcons: {
   OpenAIEmbeddings: OpenAiIcon,
   Pinecone: PineconeIcon,
   SupabaseVectorStore: SupabaseIcon,
+  MongoDBAtlasVectorSearch: MongoDBIcon,
   // UnstructuredPowerPointLoader: PowerPointIcon, // word and powerpoint have differente styles
   Qdrant: QDrantIcon,
   // ReadTheDocsLoader: ReadTheDocsIcon, // does not work

From ea0231025f6e1e67ee42ad6f2651606079de0dd2 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 13:19:30 -0300
Subject: [PATCH 102/119] =?UTF-8?q?=E2=9C=A8=20feat(vectorstores.py):=20ad?=
 =?UTF-8?q?d=20support=20for=20index=5Fname=20parameter=20in=20MongoDBAtla?=
 =?UTF-8?q?sVectorSearch=20template=20The=20hardcoded=20values=20for=20db?=
 =?UTF-8?q?=5Fname,=20collection=5Fname,=20and=20index=5Fname=20have=20bee?=
 =?UTF-8?q?n=20removed=20from=20the=20initialize=5Fmongodb=20function=20an?=
 =?UTF-8?q?d=20are=20now=20required=20parameters.=20This=20makes=20the=20f?=
 =?UTF-8?q?unction=20more=20flexible=20and=20allows=20it=20to=20be=20used?=
 =?UTF-8?q?=20with=20different=20databases=20and=20collections.=20The=20su?=
 =?UTF-8?q?pport=20for=20the=20index=5Fname=20parameter=20has=20been=20add?=
 =?UTF-8?q?ed=20to=20the=20MongoDBAtlasVectorSearch=20template=20in=20vect?=
 =?UTF-8?q?orstores.py,=20which=20allows=20the=20user=20to=20specify=20the?=
 =?UTF-8?q?=20name=20of=20the=20index=20to=20be=20used=20in=20the=20search?=
 =?UTF-8?q?.=20=F0=9F=90=9B=20fix(vector=5Fstore.py):=20remove=20hardcoded?=
 =?UTF-8?q?=20values=20for=20db=5Fname,=20collection=5Fname,=20and=20index?=
 =?UTF-8?q?=5Fname=20and=20make=20them=20required=20parameters?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../interface/initialize/vector_store.py       | 17 ++++++++++++-----
 .../template/frontend_node/vectorstores.py     | 18 ++++++++++++++----
 2 files changed, 26 insertions(+), 9 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index cc887dfd7..2f7e9dfb1 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -23,16 +23,23 @@ def docs_in_params(params: dict) -> bool:
 def initialize_mongodb(class_object: Type[MongoDBAtlasVectorSearch], params: dict):
     """Initialize mongodb and return the class object"""
 
-    MONGODB_ATLAS_CLUSTER_URI = params.get("mongodb_atlas_cluster_uri")
+    MONGODB_ATLAS_CLUSTER_URI = params.pop("mongodb_atlas_cluster_uri")
     if not MONGODB_ATLAS_CLUSTER_URI:
         raise ValueError("Mongodb atlas cluster uri must be provided in the params")
     from pymongo import MongoClient
+    import certifi
+
+    client = MongoClient(MONGODB_ATLAS_CLUSTER_URI, tlsCAFile=certifi.where())
+    db_name = params.pop("db_name", None)
+    collection_name = params.pop("collection_name", None)
+    if not db_name or not collection_name:
+        raise ValueError("db_name and collection_name must be provided in the params")
+
+    index_name = params.pop("index_name", None)
+    if not index_name:
+        raise ValueError("index_name must be provided in the params")
 
-    client = MongoClient(MONGODB_ATLAS_CLUSTER_URI)
-    db_name = "lanchain_db"
-    collection_name = "langchain_col"
     collection = client[db_name][collection_name]
-    index_name = "langchain_demo"
     if not docs_in_params(params):
         # __init__ requires collection, embedding and index_name
         init_args = {
diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index 2b9aaecc8..01b6bfe53 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -147,9 +147,8 @@ class VectorStoreFrontendNode(FrontendNode):
             extra_fields.extend((extra_field, extra_field2, extra_field3, extra_field4))
 
         elif self.template.type_name == "MongoDBAtlasVectorSearch":
-            # add "mongodb_atlas_cluster_uri",
-            # "collection_name",
-            # "db_name",
+            self.display_name = "MongoDB Atlas"
+
             extra_field = TemplateField(
                 name="mongodb_atlas_cluster_uri",
                 field_type="str",
@@ -183,7 +182,18 @@ class VectorStoreFrontendNode(FrontendNode):
                 display_name="Database Name",
                 value="",
             )
-            extra_fields.extend((extra_field, extra_field2, extra_field3))
+            extra_field4 = TemplateField(
+                name="index_name",
+                field_type="str",
+                required=False,
+                placeholder="",
+                show=True,
+                advanced=True,
+                multiline=False,
+                display_name="Index Name",
+                value="",
+            )
+            extra_fields.extend((extra_field, extra_field2, extra_field3, extra_field4))
 
         if extra_fields:
             for field in extra_fields:

From fb7bcb50e50b7e0038e8545c762c2c4ded5dc96f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 13:20:02 -0300
Subject: [PATCH 103/119] =?UTF-8?q?=F0=9F=9A=80=20feat(loading.py):=20add?=
 =?UTF-8?q?=20support=20for=20MongoDBAtlasVectorSearch=20vector=20store=20?=
 =?UTF-8?q?The=20`instantiate=5Fvectorstore`=20function=20now=20supports?=
 =?UTF-8?q?=20the=20`MongoDBAtlasVectorSearch`=20vector=20store.=20This=20?=
 =?UTF-8?q?allows=20for=20the=20use=20of=20MongoDB=20Atlas=20as=20a=20vect?=
 =?UTF-8?q?or=20store=20for=20Langflow.=20The=20`search=5Fkwargs`=20parame?=
 =?UTF-8?q?ter=20is=20now=20supported=20for=20all=20vector=20stores=20that?=
 =?UTF-8?q?=20have=20a=20`as=5Fretriever`=20method.=20This=20allows=20for?=
 =?UTF-8?q?=20the=20configuration=20of=20the=20vector=20store's=20search?=
 =?UTF-8?q?=20parameters.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/loading.py  | 25 +++++++++++++------
 1 file changed, 17 insertions(+), 8 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index cf29b01b5..41e4e9488 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -9,6 +9,7 @@ from langchain.agents.tools import BaseTool
 from langflow.interface.initialize.vector_store import (
     initialize_chroma,
     initialize_faiss,
+    initialize_mongodb,
     initialize_pinecone,
     initialize_qdrant,
     initialize_supabase,
@@ -149,29 +150,37 @@ def instantiate_embedding(class_object, params):
 
 
 def instantiate_vectorstore(class_object, params):
+    search_kwargs = params.pop("search_kwargs", {})
     # could be documents or texts
     if class_object.__name__ == "Pinecone":
-        return initialize_pinecone(class_object, params)
+        vecstore = initialize_pinecone(class_object, params)
     # Chroma requires all metadata values to not be None
     elif class_object.__name__ == "Chroma":
-        return initialize_chroma(class_object, params)
+        vecstore = initialize_chroma(class_object, params)
 
     elif class_object.__name__ == "Qdrant":
-        return initialize_qdrant(class_object, params)
+        vecstore = initialize_qdrant(class_object, params)
 
     elif class_object.__name__ == "Weaviate":
-        return initialize_weaviate(class_object, params)
+        vecstore = initialize_weaviate(class_object, params)
     elif class_object.__name__ == "FAISS":
-        return initialize_faiss(class_object, params)
+        vecstore = initialize_faiss(class_object, params)
     elif class_object.__name__ == "SupabaseVectorStore":
-        return initialize_supabase(class_object, params)
+        vecstore = initialize_supabase(class_object, params)
+    elif class_object.__name__ == "MongoDBAtlasVectorSearch":
+        vecstore = initialize_mongodb(class_object, params)
 
     else:
         if "texts" in params:
             params["documents"] = params.pop("texts")
 
-        vector_store = class_object.from_documents(**params)
-    return vector_store
+        vecstore = class_object.from_documents(**params)
+
+    # ! This might not work. Need to test
+    if search_kwargs and hasattr(vecstore, "as_retriever"):
+        vecstore = vecstore.as_retriever(search_kwargs=search_kwargs)
+
+    return vecstore
 
 
 def instantiate_documentloader(class_object, params):

From 19bd687b3f88e61d465a93acb75503c1e08a124d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 13:20:28 -0300
Subject: [PATCH 104/119] =?UTF-8?q?=F0=9F=93=A6=20chore(pyproject.toml):?=
 =?UTF-8?q?=20add=20certifi=20package=20to=20dev=20dependencies=20The=20ce?=
 =?UTF-8?q?rtifi=20package=20is=20added=20to=20the=20dev=20dependencies=20?=
 =?UTF-8?q?to=20ensure=20that=20the=20package=20is=20available=20during=20?=
 =?UTF-8?q?development.=20This=20package=20provides=20Mozilla's=20carefull?=
 =?UTF-8?q?y=20curated=20collection=20of=20Root=20Certificates=20for=20val?=
 =?UTF-8?q?idating=20the=20trustworthiness=20of=20SSL=20certificates=20whi?=
 =?UTF-8?q?le=20making=20HTTPS=20requests.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 2 +-
 pyproject.toml | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/poetry.lock b/poetry.lock
index a652cd8b6..97d07014e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -7078,4 +7078,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "000dc6380bcb2c823e2617ae6ce19881255fb2cecc6358fa577080764adff97a"
+content-hash = "33634908dff83e9689c64e730dc23854d9e82a89ec8fffd8de02732ecea69f20"
diff --git a/pyproject.toml b/pyproject.toml
index 7f46993a9..c14a2c9f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -69,6 +69,7 @@ appdirs = "^1.4.4"
 pinecone-client = "^2.2.2"
 supabase = "^1.0.3"
 pymongo = "^4.4.0"
+certifi = "^2023.5.7"
 
 
 [tool.poetry.group.dev.dependencies]

From 99121d95c178cb9e67651f653ccc64d4b98e1234 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 14:32:15 -0300
Subject: [PATCH 105/119] =?UTF-8?q?=F0=9F=94=80=20refactor(loading.py):=20?=
 =?UTF-8?q?use=20dictionary=20to=20initialize=20vector=20stores=20The=20`i?=
 =?UTF-8?q?nstantiate=5Fvectorstore`=20function=20now=20uses=20a=20diction?=
 =?UTF-8?q?ary=20to=20initialize=20vector=20stores=20instead=20of=20a=20se?=
 =?UTF-8?q?ries=20of=20if-else=20statements.=20This=20improves=20the=20rea?=
 =?UTF-8?q?dability=20and=20maintainability=20of=20the=20code.=20A=20new?=
 =?UTF-8?q?=20dictionary=20`vecstore=5Finitializer`=20is=20added=20to=20`v?=
 =?UTF-8?q?ector=5Fstore.py`=20to=20map=20the=20class=20names=20of=20vecto?=
 =?UTF-8?q?r=20stores=20to=20their=20respective=20initialization=20functio?=
 =?UTF-8?q?ns.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/loading.py  | 33 +++----------------
 .../interface/initialize/vector_store.py      | 18 ++++++++--
 2 files changed, 20 insertions(+), 31 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 41e4e9488..2d547c6d8 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -6,15 +6,8 @@ from langchain.agents import agent as agent_module
 from langchain.agents.agent import AgentExecutor
 from langchain.agents.agent_toolkits.base import BaseToolkit
 from langchain.agents.tools import BaseTool
-from langflow.interface.initialize.vector_store import (
-    initialize_chroma,
-    initialize_faiss,
-    initialize_mongodb,
-    initialize_pinecone,
-    initialize_qdrant,
-    initialize_supabase,
-    initialize_weaviate,
-)
+from langflow.interface.initialize.vector_store import vecstore_initializer
+
 from pydantic import ValidationError
 
 from langflow.interface.custom_lists import CUSTOM_NODES
@@ -151,29 +144,11 @@ def instantiate_embedding(class_object, params):
 
 def instantiate_vectorstore(class_object, params):
     search_kwargs = params.pop("search_kwargs", {})
-    # could be documents or texts
-    if class_object.__name__ == "Pinecone":
-        vecstore = initialize_pinecone(class_object, params)
-    # Chroma requires all metadata values to not be None
-    elif class_object.__name__ == "Chroma":
-        vecstore = initialize_chroma(class_object, params)
-
-    elif class_object.__name__ == "Qdrant":
-        vecstore = initialize_qdrant(class_object, params)
-
-    elif class_object.__name__ == "Weaviate":
-        vecstore = initialize_weaviate(class_object, params)
-    elif class_object.__name__ == "FAISS":
-        vecstore = initialize_faiss(class_object, params)
-    elif class_object.__name__ == "SupabaseVectorStore":
-        vecstore = initialize_supabase(class_object, params)
-    elif class_object.__name__ == "MongoDBAtlasVectorSearch":
-        vecstore = initialize_mongodb(class_object, params)
-
+    if initializer := vecstore_initializer.get(class_object.__name__):
+        vecstore = initializer(class_object, params)
     else:
         if "texts" in params:
             params["documents"] = params.pop("texts")
-
         vecstore = class_object.from_documents(**params)
 
     # ! This might not work. Need to test
diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index 2f7e9dfb1..d4bdb0155 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -1,5 +1,5 @@
 import json
-from typing import Type
+from typing import Any, Callable, Dict, Type
 from langchain.vectorstores import (
     Pinecone,
     Qdrant,
@@ -9,6 +9,7 @@ from langchain.vectorstores import (
     SupabaseVectorStore,
     MongoDBAtlasVectorSearch,
 )
+
 import os
 
 
@@ -29,7 +30,9 @@ def initialize_mongodb(class_object: Type[MongoDBAtlasVectorSearch], params: dic
     from pymongo import MongoClient
     import certifi
 
-    client = MongoClient(MONGODB_ATLAS_CLUSTER_URI, tlsCAFile=certifi.where())
+    client: MongoClient = MongoClient(
+        MONGODB_ATLAS_CLUSTER_URI, tlsCAFile=certifi.where()
+    )
     db_name = params.pop("db_name", None)
     collection_name = params.pop("collection_name", None)
     if not db_name or not collection_name:
@@ -207,3 +210,14 @@ def initialize_qdrant(class_object: Type[Qdrant], params: dict):
         return class_object(client=client, **lc_params)
 
     return class_object.from_documents(**params)
+
+
+vecstore_initializer: Dict[str, Callable[[Type[Any], dict], Any]] = {
+    "Pinecone": initialize_pinecone,
+    "Chroma": initialize_chroma,
+    "Qdrant": initialize_qdrant,
+    "Weaviate": initialize_weaviate,
+    "FAISS": initialize_faiss,
+    "SupabaseVectorStore": initialize_supabase,
+    "MongoDBAtlasVectorSearch": initialize_mongodb,
+}

From d9fa17189ebb5cbe2eca25da4f9c1d7b76522ab9 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 15:33:10 -0300
Subject: [PATCH 106/119] =?UTF-8?q?=F0=9F=8E=A8=20style(MongoDB=20icon):?=
 =?UTF-8?q?=20rename=20SlackSVG=20to=20MongoDBSVG=20for=20better=20naming?=
 =?UTF-8?q?=20The=20SlackSVG=20component=20was=20renamed=20to=20MongoDBSVG?=
 =?UTF-8?q?=20to=20better=20reflect=20the=20actual=20icon=20being=20used.?=
 =?UTF-8?q?=20This=20improves=20the=20naming=20consistency=20and=20makes?=
 =?UTF-8?q?=20the=20code=20more=20readable.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/icons/MongoDB/index.tsx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/frontend/src/icons/MongoDB/index.tsx b/src/frontend/src/icons/MongoDB/index.tsx
index 5caa770f5..aa27955c1 100644
--- a/src/frontend/src/icons/MongoDB/index.tsx
+++ b/src/frontend/src/icons/MongoDB/index.tsx
@@ -1,9 +1,9 @@
 import React, { forwardRef } from "react";
-import { ReactComponent as SlackSVG } from "./mongodb-icon.svg";
+import { ReactComponent as MongoDBSVG } from "./mongodb-icon.svg";
 
 export const MongoDBIcon = forwardRef<
   SVGSVGElement,
   React.PropsWithChildren<{}>
 >((props, ref) => {
-  return <SlackSVG ref={ref} {...props} />;
+  return <MongoDBSVG ref={ref} {...props} />;
 });

From 02c6d77b649b1c399a40aa7008e6992bd31592b9 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 15:53:48 -0300
Subject: [PATCH 107/119] =?UTF-8?q?=F0=9F=90=9B=20fix(base.py):=20sort=20f?=
 =?UTF-8?q?ields=20alphabetically=20before=20sorting=20by=20DIRECT=5FTYPES?=
 =?UTF-8?q?=20The=20fields=20in=20the=20Template=20class=20were=20previous?=
 =?UTF-8?q?ly=20sorted=20by=20DIRECT=5FTYPES,=20which=20caused=20issues=20?=
 =?UTF-8?q?when=20fields=20had=20the=20same=20field=5Ftype.=20Sorting=20al?=
 =?UTF-8?q?phabetically=20first=20ensures=20that=20fields=20are=20sorted?=
 =?UTF-8?q?=20in=20a=20consistent=20manner=20before=20sorting=20by=20DIREC?=
 =?UTF-8?q?T=5FTYPES.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/template/base.py | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/src/backend/langflow/template/template/base.py b/src/backend/langflow/template/template/base.py
index 8c9073df2..c680fd468 100644
--- a/src/backend/langflow/template/template/base.py
+++ b/src/backend/langflow/template/template/base.py
@@ -20,12 +20,10 @@ class Template(BaseModel):
                 format_field_func(field, name)
 
     def sort_fields(self):
-        # sort fields so that fields that have .field_type in DIRECT_TYPES are first
-        self.fields.sort(
-            key=lambda x: DIRECT_TYPES.index(x.field_type)
-            if x.field_type in DIRECT_TYPES
-            else 100
-        )
+        # first sort alphabetically
+        # then sort fields so that fields that have .field_type in DIRECT_TYPES are first
+        self.fields.sort(key=lambda x: x.name)
+        self.fields.sort(key=lambda x: x.field_type in DIRECT_TYPES, reverse=False)
 
     def to_dict(self, format_field_func=None):
         self.process_fields(self.type_name, format_field_func)

From 96bab94b1411ddf9ce842bac243986f320b44255 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 16:13:16 -0300
Subject: [PATCH 108/119] =?UTF-8?q?=F0=9F=94=A5=20chore(chains.py):=20remo?=
 =?UTF-8?q?ve=20unnecessary=20commented=20line=20The=20commented=20line=20?=
 =?UTF-8?q?is=20not=20needed=20and=20can=20be=20safely=20removed.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/chains.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/backend/langflow/template/frontend_node/chains.py b/src/backend/langflow/template/frontend_node/chains.py
index 0ed8f1389..f29aa2065 100644
--- a/src/backend/langflow/template/frontend_node/chains.py
+++ b/src/backend/langflow/template/frontend_node/chains.py
@@ -72,7 +72,7 @@ class ChainFrontendNode(FrontendNode):
             field.show = True
             field.advanced = False
         if field.name == "memory":
-            field.required = False
+            # field.required = False
             field.show = True
             field.advanced = False
         if field.name == "verbose":

From 15ac75ecc51401687d422abea8ceb2a33e1283ac Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 16:50:11 -0300
Subject: [PATCH 109/119] =?UTF-8?q?=F0=9F=94=A8=20refactor(loading.py):=20?=
 =?UTF-8?q?add=20support=20for=20filtering=20files=20by=20extension=20in?=
 =?UTF-8?q?=20document=20loader=20The=20`instantiate=5Fdocumentloader`=20f?=
 =?UTF-8?q?unction=20now=20supports=20filtering=20files=20by=20extension?=
 =?UTF-8?q?=20using=20a=20`file=5Ffilter`=20parameter.=20The=20parameter?=
 =?UTF-8?q?=20is=20a=20string=20of=20comma-separated=20extensions,=20and?=
 =?UTF-8?q?=20the=20function=20now=20converts=20it=20into=20a=20lambda=20f?=
 =?UTF-8?q?unction=20that=20filters=20files=20based=20on=20whether=20their?=
 =?UTF-8?q?=20name=20contains=20any=20of=20the=20specified=20extensions.?=
 =?UTF-8?q?=20This=20improves=20the=20flexibility=20of=20the=20document=20?=
 =?UTF-8?q?loader=20by=20allowing=20it=20to=20load=20only=20specific=20typ?=
 =?UTF-8?q?es=20of=20files.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/loading.py       | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 2d547c6d8..fa695f437 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -159,6 +159,19 @@ def instantiate_vectorstore(class_object, params):
 
 
 def instantiate_documentloader(class_object, params):
+
+
+    if "file_filter" in params:
+        # file_filter will be a string but we need a function
+        # that will be used to filter the files using file_filter
+        # like lambda x: x.endswith(".txt") but as we don't know
+        # anything besides the string, we will simply check if the string is
+        # in x and if it is, we will return True
+        file_filter = params.pop("file_filter", None)
+        extensions = file_filter.split(",")
+        params["file_filter"] = lambda x: any(
+            extension.strip() in x for extension in extensions
+        )
     metadata = params.pop("metadata", None)
     docs = class_object(**params).load()
     if metadata:
@@ -172,6 +185,7 @@ def instantiate_documentloader(class_object, params):
 
         for doc in docs:
             doc.metadata = metadata
+
     return docs
 
 

From 0bab7ae7143fe863a0e2284606de619233653182 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 16:50:22 -0300
Subject: [PATCH 110/119] =?UTF-8?q?=F0=9F=9A=80=20feat(documentloaders.py)?=
 =?UTF-8?q?:=20add=20fields=20to=20GitLoader=20template=20to=20support=20r?=
 =?UTF-8?q?epository=20path,=20clone=20URL,=20branch,=20and=20file=20filte?=
 =?UTF-8?q?r=20The=20GitLoader=20template=20now=20has=20four=20new=20field?=
 =?UTF-8?q?s:=20repo=5Fpath,=20clone=5Furl,=20branch,=20and=20file=5Ffilte?=
 =?UTF-8?q?r.=20These=20fields=20allow=20the=20user=20to=20specify=20the?=
 =?UTF-8?q?=20repository=20path,=20clone=20URL,=20branch,=20and=20file=20e?=
 =?UTF-8?q?xtensions=20to=20be=20loaded.=20This=20improves=20the=20flexibi?=
 =?UTF-8?q?lity=20of=20the=20GitLoader=20template=20and=20allows=20it=20to?=
 =?UTF-8?q?=20be=20used=20in=20a=20wider=20range=20of=20scenarios.=20Addit?=
 =?UTF-8?q?ionally,=20a=20minor=20change=20was=20made=20to=20the=20add=5Fe?=
 =?UTF-8?q?xtra=5Ffields=20method=20to=20ensure=20that=20the=20field.show?=
 =?UTF-8?q?=20attribute=20is=20set=20to=20True=20for=20all=20fields.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../template/frontend_node/documentloaders.py | 55 ++++++++++++++++++-
 1 file changed, 53 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/template/frontend_node/documentloaders.py b/src/backend/langflow/template/frontend_node/documentloaders.py
index 8cfb9d229..b2729374c 100644
--- a/src/backend/langflow/template/frontend_node/documentloaders.py
+++ b/src/backend/langflow/template/frontend_node/documentloaders.py
@@ -55,7 +55,54 @@ class DocumentLoaderFrontNode(FrontendNode):
     def add_extra_fields(self) -> None:
         name = None
         display_name = "Web Page"
-        if self.template.type_name in self.file_path_templates:
+        if self.template.type_name in {"GitLoader"}:
+            # Add fields repo_path, clone_url, branch and file_filter
+            self.template.add_field(
+                TemplateField(
+                    field_type="str",
+                    required=True,
+                    show=True,
+                    name="repo_path",
+                    value="",
+                    display_name="Path to repository",
+                    advanced=False,
+                )
+            )
+            self.template.add_field(
+                TemplateField(
+                    field_type="str",
+                    required=False,
+                    show=True,
+                    name="clone_url",
+                    value="",
+                    display_name="Clone URL",
+                    advanced=False,
+                )
+            )
+            self.template.add_field(
+                TemplateField(
+                    field_type="str",
+                    required=True,
+                    show=True,
+                    name="branch",
+                    value="",
+                    display_name="Branch",
+                    advanced=False,
+                )
+            )
+            self.template.add_field(
+                TemplateField(
+                    field_type="str",
+                    required=False,
+                    show=True,
+                    name="file_filter",
+                    value="",
+                    display_name="File extensions (comma-separated)",
+                    advanced=False,
+                )
+            )
+
+        elif self.template.type_name in self.file_path_templates:
             self.template.add_field(self.file_path_templates[self.template.type_name])
         elif self.template.type_name in {
             "WebBaseLoader",
@@ -68,7 +115,10 @@ class DocumentLoaderFrontNode(FrontendNode):
             name = "web_path"
         elif self.template.type_name in {"GitbookLoader"}:
             name = "web_page"
-        elif self.template.type_name in {"DirectoryLoader", "ReadTheDocsLoader"}:
+        elif self.template.type_name in {
+            "DirectoryLoader",
+            "ReadTheDocsLoader",
+        }:
             name = "path"
             display_name = "Local directory"
         if name:
@@ -112,3 +162,4 @@ class DocumentLoaderFrontNode(FrontendNode):
         if field.name == "metadata":
             field.show = True
             field.advanced = False
+        field.show = True

From d9ec26275236d8be63cee847fd5ae15094b91dbe Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 16:51:54 -0300
Subject: [PATCH 111/119] formatting

---
 src/backend/langflow/interface/initialize/loading.py       | 2 --
 .../GenericNode/components/parameterComponent/index.tsx    | 7 ++++---
 src/frontend/src/utils.ts                                  | 6 +++---
 3 files changed, 7 insertions(+), 8 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index fa695f437..88b981f9d 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -159,8 +159,6 @@ def instantiate_vectorstore(class_object, params):
 
 
 def instantiate_documentloader(class_object, params):
-
-
     if "file_filter" in params:
         # file_filter will be a string but we need a function
         # that will be used to filter the files using file_filter
diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index 2736dd22d..498a804a0 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -80,7 +80,7 @@ export default function ParameterComponent({
 
   useEffect(() => {
     const groupedObj = groupByFamily(myData, tooltipTitle);
-    
+
     refHtml.current = groupedObj.map((item, i) => (
       <span
         key={getRandomKeyByssmm()}
@@ -105,7 +105,9 @@ export default function ParameterComponent({
               ? item.type.split(", ").map((el, i) => (
                   <React.Fragment key={el + i}>
                     <span>
-                      {i === item.type.split(", ").length - 1 ? el : (el += `, `)}
+                      {i === item.type.split(", ").length - 1
+                        ? el
+                        : (el += `, `)}
                     </span>
                     {i % 2 === 0 && i > 0 && <br />}
                   </React.Fragment>
@@ -115,7 +117,6 @@ export default function ParameterComponent({
         </span>
       </span>
     ));
-    
   }, [tooltipTitle]);
 
   return (
diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index 34ef6f61a..b5af18658 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -810,9 +810,9 @@ export function getRandomName(
   return toTitleCase(final_name);
 }
 
-export function getRandomKeyByssmm(): string{
+export function getRandomKeyByssmm(): string {
   const now = new Date();
-  const seconds = String(now.getSeconds()).padStart(2, '0');
-  const milliseconds = String(now.getMilliseconds()).padStart(3, '0');
+  const seconds = String(now.getSeconds()).padStart(2, "0");
+  const milliseconds = String(now.getMilliseconds()).padStart(3, "0");
   return seconds + milliseconds;
 }

From 019e2b2bb443bc80d83cb990a8c6bdb1dc0deed6 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Fri, 23 Jun 2023 17:06:58 -0300
Subject: [PATCH 112/119] refactor(GenericNode): change data.type to
 data.node.display_name to improve semantics and readability feat(api): add
 display_name field to APIClassType to provide a human-readable name for the
 class

---
 src/frontend/package-lock.json                     | 3 +--
 src/frontend/src/CustomNodes/GenericNode/index.tsx | 4 ++--
 src/frontend/src/types/api/index.ts                | 1 +
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/frontend/package-lock.json b/src/frontend/package-lock.json
index 58ceb044a..673f56f10 100644
--- a/src/frontend/package-lock.json
+++ b/src/frontend/package-lock.json
@@ -3444,7 +3444,7 @@
       "version": "16.18.12",
       "resolved": "https://registry.npmjs.org/@types/node/-/node-16.18.12.tgz",
       "integrity": "sha512-vzLe5NaNMjIE3mcddFVGlAXN1LEWueUsMsOJWaT6wWMJGyljHAWHznqfnKUQWGzu7TLPrGvWdNAsvQYW+C0xtw==",
-      "dev": true
+      "devOptional": true
     },
     "node_modules/@types/parse-json": {
       "version": "4.0.0",
@@ -5504,7 +5504,6 @@
       "version": "2.3.2",
       "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz",
       "integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==",
-      "dev": true,
       "hasInstallScript": true,
       "optional": true,
       "os": [
diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index fb1ed5f59..cfdc34782 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -88,8 +88,8 @@ export default function GenericNode({
               }}
             />
             <div className="ml-2 truncate">
-              <ShadTooltip delayDuration={1500} content={data.type}>
-                <div className="ml-2 truncate text-gray-800">{data.type}</div>
+              <ShadTooltip delayDuration={1500} content={data.node.display_name}>
+                <div className="ml-2 truncate text-gray-800">{data.node.display_name}</div>
               </ShadTooltip>
             </div>
           </div>
diff --git a/src/frontend/src/types/api/index.ts b/src/frontend/src/types/api/index.ts
index e736d4275..928a088dd 100644
--- a/src/frontend/src/types/api/index.ts
+++ b/src/frontend/src/types/api/index.ts
@@ -11,6 +11,7 @@ export type APIClassType = {
   base_classes: Array<string>;
   description: string;
   template: APITemplateType;
+  display_name: string;
   [key: string]: Array<string> | string | APITemplateType;
 };
 export type TemplateVariableType = {

From 8325caa76ed4bed8b91a1d5e76c3f999b8fd79a0 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 17:07:50 -0300
Subject: [PATCH 113/119] =?UTF-8?q?=F0=9F=94=BA=20chore(pyproject.toml):?=
 =?UTF-8?q?=20update=20langchain=20dependency=20from=200.0.209=20to=200.0.?=
 =?UTF-8?q?211=20This=20commit=20updates=20the=20langchain=20dependency=20?=
 =?UTF-8?q?from=20version=200.0.209=20to=20version=200.0.211.=20This=20is?=
 =?UTF-8?q?=20a=20minor=20version=20update=20that=20includes=20bug=20fixes?=
 =?UTF-8?q?=20and=20performance=20improvements.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 55 ++++++++++++++++++++++++++++++++++++++++++--------
 pyproject.toml |  2 +-
 2 files changed, 48 insertions(+), 9 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 97d07014e..ef3ad4285 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2604,21 +2604,21 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 
 [[package]]
 name = "langchain"
-version = "0.0.209"
+version = "0.0.211"
 description = "Building applications with LLMs through composability"
 category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain-0.0.209-py3-none-any.whl", hash = "sha256:7dfdea6afbfb1b2770a6a4031d714095cfc921c0bb04663acc8fea98ab6a59c5"},
-    {file = "langchain-0.0.209.tar.gz", hash = "sha256:50778b17839a79bbc336ceca1392e6161795faf586c8d36aee809df3343c40bb"},
+    {file = "langchain-0.0.211-py3-none-any.whl", hash = "sha256:527b602466d68e5c4e82c550cb6e218d7fe0e1b3d37f97beddc13785a75dbf96"},
+    {file = "langchain-0.0.211.tar.gz", hash = "sha256:35b43d4492ef3de67b6ea0168f12a489029cae0f5c4031d5c907764168b177cb"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.6.0"
-langchainplus-sdk = ">=0.0.13"
+langchainplus-sdk = ">=0.0.17"
 numexpr = ">=2.8.4,<3.0.0"
 numpy = ">=1,<2"
 openapi-schema-pydantic = ">=1.2,<2.0"
@@ -2635,7 +2635,7 @@ clarifai = ["clarifai (==9.1.0)"]
 cohere = ["cohere (>=3,<4)"]
 docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
 embeddings = ["sentence-transformers (>=2,<3)"]
-extended-testing = ["atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "chardet (>=5.1.0,<6.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "openai (>=0,<1)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.5,<0.6)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "telethon (>=1.28.5,<2.0.0)", "tqdm (>=4.48.0)", "zep-python (>=0.31)"]
+extended-testing = ["atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "chardet (>=5.1.0,<6.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "openai (>=0,<1)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.5,<0.6)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "streamlit (>=1.18.0,<2.0.0)", "telethon (>=1.28.5,<2.0.0)", "tqdm (>=4.48.0)", "zep-python (>=0.31)"]
 llms = ["anthropic (>=0.2.6,<0.3.0)", "clarifai (==9.1.0)", "cohere (>=3,<4)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (>=0,<1)", "openllm (>=0.1.6)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"]
 openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.4.0)"]
 qdrant = ["qdrant-client (>=1.1.2,<2.0.0)"]
@@ -2643,13 +2643,13 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langchain-serve"
-version = "0.0.46"
+version = "0.0.47"
 description = "Langchain Serve - serve your langchain apps on Jina AI Cloud."
 category = "main"
 optional = true
 python-versions = "*"
 files = [
-    {file = "langchain-serve-0.0.46.tar.gz", hash = "sha256:e99e31aada6b6e61e514e6398d110df3b9dcd03a804cdb46f40ac9dba5614820"},
+    {file = "langchain-serve-0.0.47.tar.gz", hash = "sha256:2b7827ddaffa4fe6eb8fa988fc8b9be827ded702340f1644f065200b89fdc3a9"},
 ]
 
 [package.dependencies]
@@ -2660,6 +2660,7 @@ jina-hubble-sdk = "*"
 langchain = "*"
 nest-asyncio = "*"
 requests = "*"
+slack_bolt = "*"
 textual = "*"
 toml = "*"
 
@@ -5616,6 +5617,44 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
+[[package]]
+name = "slack-bolt"
+version = "1.18.0"
+description = "The Bolt Framework for Python"
+category = "main"
+optional = true
+python-versions = ">=3.6"
+files = [
+    {file = "slack_bolt-1.18.0-py2.py3-none-any.whl", hash = "sha256:63089a401ae3900c37698890249acd008a4651d06e86194edc7b72a00819bbac"},
+    {file = "slack_bolt-1.18.0.tar.gz", hash = "sha256:43b121acf78440303ce5129e53be36bdfe5d926a193daef7daf2860688e65dd3"},
+]
+
+[package.dependencies]
+slack-sdk = ">=3.21.2,<4"
+
+[package.extras]
+adapter = ["CherryPy (>=18,<19)", "Django (>=3,<5)", "Flask (>=1,<3)", "Werkzeug (>=2,<3)", "boto3 (<=2)", "bottle (>=0.12,<1)", "chalice (>=1.28,<2)", "falcon (>=2,<4)", "fastapi (>=0.70.0,<1)", "gunicorn (>=20,<21)", "pyramid (>=1,<3)", "sanic (>=22,<23)", "starlette (>=0.14,<1)", "tornado (>=6,<7)", "uvicorn (<1)", "websocket-client (>=1.2.3,<2)"]
+adapter-testing = ["Flask (>=1,<2)", "Werkzeug (>=1,<2)", "boddle (>=0.2,<0.3)", "docker (>=5,<6)", "moto (>=3,<4)", "requests (>=2,<3)", "sanic-testing (>=0.7)"]
+async = ["aiohttp (>=3,<4)", "websockets (>=10,<11)"]
+testing = ["Flask-Sockets (>=0.2,<1)", "Jinja2 (==3.0.3)", "Werkzeug (>=1,<2)", "aiohttp (>=3,<4)", "black (==22.8.0)", "click (<=8.0.4)", "itsdangerous (==2.0.1)", "pytest (>=6.2.5,<7)", "pytest-asyncio (>=0.18.2,<1)", "pytest-cov (>=3,<4)"]
+testing-without-asyncio = ["Flask-Sockets (>=0.2,<1)", "Jinja2 (==3.0.3)", "Werkzeug (>=1,<2)", "black (==22.8.0)", "click (<=8.0.4)", "itsdangerous (==2.0.1)", "pytest (>=6.2.5,<7)", "pytest-cov (>=3,<4)"]
+
+[[package]]
+name = "slack-sdk"
+version = "3.21.3"
+description = "The Slack API Platform SDK for Python"
+category = "main"
+optional = true
+python-versions = ">=3.6.0"
+files = [
+    {file = "slack_sdk-3.21.3-py2.py3-none-any.whl", hash = "sha256:de3c07b92479940b61cd68c566f49fbc9974c8f38f661d26244078f3903bb9cc"},
+    {file = "slack_sdk-3.21.3.tar.gz", hash = "sha256:20829bdc1a423ec93dac903470975ebf3bc76fd3fd91a4dadc0eeffc940ecb0c"},
+]
+
+[package.extras]
+optional = ["SQLAlchemy (>=1.4,<3)", "aiodns (>1.0)", "aiohttp (>=3.7.3,<4)", "boto3 (<=2)", "websocket-client (>=1,<2)", "websockets (>=10,<11)"]
+testing = ["Flask (>=1,<2)", "Flask-Sockets (>=0.2,<1)", "Jinja2 (==3.0.3)", "Werkzeug (<2)", "black (==22.8.0)", "boto3 (<=2)", "click (==8.0.4)", "databases (>=0.5)", "flake8 (>=5,<6)", "itsdangerous (==1.1.0)", "moto (>=3,<4)", "psutil (>=5,<6)", "pytest (>=6.2.5,<7)", "pytest-asyncio (<1)", "pytest-cov (>=2,<3)"]
+
 [[package]]
 name = "smmap"
 version = "5.0.0"
@@ -7078,4 +7117,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "33634908dff83e9689c64e730dc23854d9e82a89ec8fffd8de02732ecea69f20"
+content-hash = "e7b18762564269aaf9c6b046fa151f5e3acf85444f38653503341f658155e70a"
diff --git a/pyproject.toml b/pyproject.toml
index c14a2c9f7..97aa064fe 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,7 +30,7 @@ google-search-results = "^2.4.1"
 google-api-python-client = "^2.79.0"
 typer = "^0.9.0"
 gunicorn = "^20.1.0"
-langchain = "^0.0.209"
+langchain = "^0.0.211"
 openai = "^0.27.8"
 types-pyyaml = "^6.0.12.8"
 pandas = "^1.5.3"

From 9bee33fa18a1fa6eacb6cd09c0837de2321a8eb8 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Fri, 23 Jun 2023 17:09:12 -0300
Subject: [PATCH 114/119] refactor(extraSidebarComponent): change variable name
 't' to 'displayName' for better readability and clarity of code

---
 .../pages/FlowPage/components/extraSidebarComponent/index.tsx   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
index 9cca43c85..466849121 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
@@ -186,7 +186,7 @@ export default function ExtraSidebar() {
                           >
                             <div className="flex w-full justify-between text-sm px-3 py-1 bg-white dark:bg-gray-800 items-center border-dashed border-gray-400 dark:border-gray-600 border-l-0 rounded-md rounded-l-none border">
                               <span className="text-black dark:text-white w-full pr-1 truncate text-xs">
-                                {t}
+                                {data[d][t].display_name}
                               </span>
                               <Bars2Icon className="w-4 h-6  text-gray-400 dark:text-gray-600" />
                             </div>

From d06e8aa517a12ab8a65b0edf2e1edd2ded2208f6 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Fri, 23 Jun 2023 17:11:08 -0300
Subject: [PATCH 115/119] refactor(extraSidebarComponent): change ShadTooltip
 content to display the display_name property of data object instead of the
 key name to improve readability and user experience

---
 .../pages/FlowPage/components/extraSidebarComponent/index.tsx   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
index 466849121..7206a3093 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
@@ -157,7 +157,7 @@ export default function ExtraSidebar() {
                     .sort()
                     .map((t: string, k) => (
                       <ShadTooltip
-                        content={t}
+                        content={data[d][t].display_name}
                         delayDuration={1500}
                         side="right"
                         key={i}

From fc17bc541bf17bdcd6fa4480811b5fdef991da21 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Fri, 23 Jun 2023 17:28:33 -0300
Subject: [PATCH 116/119] refactor(dropdownComponent): add useEffect hook to
 update internalValue when value prop changes to avoid stale data

---
 src/frontend/src/components/dropdownComponent/index.tsx | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/frontend/src/components/dropdownComponent/index.tsx b/src/frontend/src/components/dropdownComponent/index.tsx
index 0f4942198..2125a72c0 100644
--- a/src/frontend/src/components/dropdownComponent/index.tsx
+++ b/src/frontend/src/components/dropdownComponent/index.tsx
@@ -1,6 +1,6 @@
 import { Listbox, Transition } from "@headlessui/react";
 import { ChevronUpDownIcon, CheckIcon } from "@heroicons/react/24/outline";
-import { Fragment, useState } from "react";
+import { Fragment, useEffect, useState } from "react";
 import { DropDownComponentType } from "../../types/components";
 import { classNames } from "../../utils";
 import { INPUT_STYLE } from "../../constants";
@@ -15,6 +15,9 @@ export default function Dropdown({
   let [internalValue, setInternalValue] = useState(
     value === "" || !value ? "Choose an option" : value
   );
+  useEffect(()=>{
+    setInternalValue(value === "" || !value ? "Choose an option" : value)
+  },[value])
 
   return (
     <>

From 49bbb41e98d78d1a995e967d0bd9a243e78392d7 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Fri, 23 Jun 2023 17:29:26 -0300
Subject: [PATCH 117/119] feat(frontend): add size="small" to ModalField input
 to improve UI consistency feat(frontend): add save function to TabsContext to
 enable saving of changes made to tabs fix(frontend): add save function to
 TabsContext in ParameterComponent to enable saving of changes made to tabs

---
 .../GenericNode/components/parameterComponent/index.tsx         | 2 +-
 .../src/modals/NodeModal/components/ModalField/index.tsx        | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index 2736dd22d..d33c5cc42 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -41,7 +41,7 @@ export default function ParameterComponent({
   const updateNodeInternals = useUpdateNodeInternals();
   const [position, setPosition] = useState(0);
   const { closePopUp } = useContext(PopUpContext);
-  const { setTabsState, tabId } = useContext(TabsContext);
+  const { setTabsState, tabId, save } = useContext(TabsContext);
 
   useEffect(() => {
     if (ref.current && ref.current.offsetTop && ref.current.clientHeight) {
diff --git a/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx b/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx
index f5f0fb668..a0b0c150c 100644
--- a/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx
+++ b/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx
@@ -101,6 +101,7 @@ export default function ModalField({
               data.node.template[name].value = t;
               setEnabled(t);
             }}
+            size="small"
           />
         </div>
       ) : type === "float" ? (

From 363e6459cbc3c0f535581b56e3797444ca50b283 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 17:52:59 -0300
Subject: [PATCH 118/119] =?UTF-8?q?=F0=9F=9A=80=20feat(documentloaders.py)?=
 =?UTF-8?q?:=20add=20SlackDirectoryLoader=20to=20the=20list=20of=20documen?=
 =?UTF-8?q?t=20loaders=20The=20SlackDirectoryLoader=20is=20added=20to=20th?=
 =?UTF-8?q?e=20list=20of=20document=20loaders=20in=20the=20DocumentLoaderF?=
 =?UTF-8?q?rontNode=20class.=20This=20allows=20users=20to=20load=20zip=20f?=
 =?UTF-8?q?iles=20from=20Slack=20into=20the=20application.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/documentloaders.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/documentloaders.py b/src/backend/langflow/template/frontend_node/documentloaders.py
index b2729374c..501aa361e 100644
--- a/src/backend/langflow/template/frontend_node/documentloaders.py
+++ b/src/backend/langflow/template/frontend_node/documentloaders.py
@@ -26,6 +26,7 @@ class DocumentLoaderFrontNode(FrontendNode):
         "UnstructuredEmailLoader": build_file_field(
             suffixes=[".eml"], fileTypes=["eml"]
         ),
+        "SlackDirectoryLoader": build_file_field(suffixes=[".zip"], fileTypes=["zip"]),
         "EverNoteLoader": build_file_field(suffixes=[".xml"], fileTypes=["xml"]),
         "FacebookChatLoader": build_file_field(suffixes=[".json"], fileTypes=["json"]),
         "GutenbergLoader": build_file_field(suffixes=[".txt"], fileTypes=["txt"]),
@@ -118,6 +119,7 @@ class DocumentLoaderFrontNode(FrontendNode):
         elif self.template.type_name in {
             "DirectoryLoader",
             "ReadTheDocsLoader",
+            "NotionDirectoryLoader",
         }:
             name = "path"
             display_name = "Local directory"

From c788d4c200700f6b3021027f2c0c5b85717ec94a Mon Sep 17 00:00:00 2001
From: Cristhian Zanforlin Lousa <cristhian.lousa@gmail.com>
Date: Fri, 23 Jun 2023 18:02:07 -0300
Subject: [PATCH 119/119] =?UTF-8?q?=F0=9F=90=9B=20fix(extraSidebarComponen?=
 =?UTF-8?q?t):=20fix=20key=20prop=20in=20DisclosureComponent=20and=20Toolt?=
 =?UTF-8?q?ipComponent=20to=20use=20unique=20values?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../pages/FlowPage/components/extraSidebarComponent/index.tsx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
index 7206a3093..026827b9d 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
@@ -146,7 +146,7 @@ export default function ExtraSidebar() {
             Object.keys(dataFilter[d]).length > 0 ? (
               <DisclosureComponent
                 openDisc={search.length == 0 ? false : true}
-                key={i}
+                key={nodeNames[d]}
                 button={{
                   title: nodeNames[d] ?? nodeNames.unknown,
                   Icon: nodeIcons[d] ?? nodeIcons.unknown,
@@ -160,7 +160,7 @@ export default function ExtraSidebar() {
                         content={data[d][t].display_name}
                         delayDuration={1500}
                         side="right"
-                        key={i}
+                        key={data[d][t].display_name}
                       >
                         <div key={k} data-tooltip-id={t}>
                           <div