From 1ecb97fd528ff9c4566b771dde48f69f9174ffa7 Mon Sep 17 00:00:00 2001
From: coolgo0811 <coolgo0811@gmail.com>
Date: Thu, 4 Jan 2024 16:56:56 +0800
Subject: [PATCH 01/48] Update AzrueChatOpenAI component. Change api_version to
 option field and select the latest version by default.

---
 .../components/llms/AzureChatOpenAI.py        | 51 +++++++++++++------
 1 file changed, 36 insertions(+), 15 deletions(-)

diff --git a/src/backend/langflow/components/llms/AzureChatOpenAI.py b/src/backend/langflow/components/llms/AzureChatOpenAI.py
index 92f52d1d1..4595e3322 100644
--- a/src/backend/langflow/components/llms/AzureChatOpenAI.py
+++ b/src/backend/langflow/components/llms/AzureChatOpenAI.py
@@ -8,6 +8,7 @@ class AzureChatOpenAIComponent(CustomComponent):
     display_name: str = "AzureChatOpenAI"
     description: str = "LLM model from Azure OpenAI."
     documentation: str = "https://python.langchain.com/docs/integrations/llms/azure_openai"
+    beta = False
 
     AZURE_OPENAI_MODELS = [
         "gpt-35-turbo",
@@ -18,11 +19,20 @@ class AzureChatOpenAIComponent(CustomComponent):
         "gpt-4-vision",
     ]
 
+    AZURE_OPENAI_API_VERSIONS = [
+        "2023-03-15-preview",
+        "2023-05-15",
+        "2023-06-01-preview",
+        "2023-07-01-preview",
+        "2023-08-01-preview",
+        "2023-12-01-preview"
+    ]
+
     def build_config(self):
         return {
             "model": {
                 "display_name": "Model Name",
-                "value": "gpt-35-turbo",
+                "value": self.AZURE_OPENAI_MODELS[0],
                 "options": self.AZURE_OPENAI_MODELS,
                 "required": True,
             },
@@ -37,11 +47,16 @@ class AzureChatOpenAIComponent(CustomComponent):
             },
             "api_version": {
                 "display_name": "API Version",
-                "value": "2023-05-15",
+                "options": self.AZURE_OPENAI_API_VERSIONS,
+                "value": self.AZURE_OPENAI_API_VERSIONS[-1],
                 "required": True,
                 "advanced": True,
             },
-            "api_key": {"display_name": "API Key", "required": True, "password": True},
+            "api_key": {
+                "display_name": "API Key", 
+                "required": True,
+                "password": True
+            },
             "temperature": {
                 "display_name": "Temperature",
                 "value": 0.7,
@@ -54,26 +69,32 @@ class AzureChatOpenAIComponent(CustomComponent):
                 "required": False,
                 "field_type": "int",
                 "advanced": True,
+                "info": "Maximum number of tokens to generate.",
+            },
+            "code": {
+                "show": False
             },
-            "code": {"show": False},
         }
-
     def build(
         self,
         model: str,
         azure_endpoint: str,
         azure_deployment: str,
         api_key: str,
-        api_version: str = "2023-05-15",
+        api_version: str,
         temperature: float = 0.7,
         max_tokens: Optional[int] = 1000,
     ) -> BaseLanguageModel:
-        return AzureChatOpenAI(
-            model=model,
-            azure_endpoint=azure_endpoint,
-            azure_deployment=azure_deployment,
-            api_version=api_version,
-            api_key=api_key,
-            temperature=temperature,
-            max_tokens=max_tokens,
-        )
+        try:
+            llm = AzureChatOpenAI(
+                model=model,
+                azure_endpoint=azure_endpoint,
+                azure_deployment=azure_deployment,
+                api_version=api_version,
+                api_key=api_key,
+                temperature=temperature,
+                max_tokens=max_tokens,
+            )
+        except Exception as e:
+            raise ValueError("Could not connect to AzureOpenAI API.") from e
+        return llm

From b2bb23402b43a1a218c886574b1159328b892518 Mon Sep 17 00:00:00 2001
From: coolgo0811 <coolgo0811@gmail.com>
Date: Fri, 5 Jan 2024 11:24:07 +0800
Subject: [PATCH 02/48] Add AzureOpenAIEmbeddings component

---
 .../embeddings/AzureOpenAIEmbeddings.py       | 64 +++++++++++++++++++
 1 file changed, 64 insertions(+)
 create mode 100644 src/backend/langflow/components/embeddings/AzureOpenAIEmbeddings.py

diff --git a/src/backend/langflow/components/embeddings/AzureOpenAIEmbeddings.py b/src/backend/langflow/components/embeddings/AzureOpenAIEmbeddings.py
new file mode 100644
index 000000000..5e1238029
--- /dev/null
+++ b/src/backend/langflow/components/embeddings/AzureOpenAIEmbeddings.py
@@ -0,0 +1,64 @@
+from langflow import CustomComponent
+from langchain.embeddings.base import Embeddings
+from langchain_community.embeddings import AzureOpenAIEmbeddings
+
+class AzureOpenAIEmbeddingsComponent(CustomComponent):
+    display_name: str = "AzureOpenAIEmbeddings"
+    description: str = "Embeddings model from Azure OpenAI."
+    documentation: str = "https://python.langchain.com/docs/integrations/text_embedding/azureopenai"
+    beta = False
+    
+    API_VERSION_OPTIONS = [
+        "2022-12-01",
+        "2023-03-15-preview",
+        "2023-05-15",
+        "2023-06-01-preview",
+        "2023-07-01-preview",
+        "2023-08-01-preview"
+    ]
+
+    def build_config(self):
+        return {
+            "azure_endpoint": {
+                "display_name": "Azure Endpoint",
+                "required": True,
+                "info": "Your Azure endpoint, including the resource.. Example: `https://example-resource.azure.openai.com/`",
+            },
+            "azure_deployment": {
+                "display_name": "Deployment Name",
+                "required": True,
+            },
+            "api_version": {
+                "display_name": "API Version",
+                "options": self.API_VERSION_OPTIONS,
+                "value": self.API_VERSION_OPTIONS[-1],
+                "advanced": True,
+            },
+            "api_key": {
+                "display_name": "API Key",
+                "required": True,
+                "password": True,
+            },
+            "code": {
+                "show": False
+            },
+        }
+    def build(
+        self,
+        azure_endpoint: str,
+        azure_deployment: str,
+        api_version: str,
+        api_key: str,
+    ) -> Embeddings:
+        try:
+            embeddings = AzureOpenAIEmbeddings(
+                azure_endpoint = azure_endpoint,
+                deployment = azure_deployment,
+                openai_api_version = api_version,
+                openai_api_key = api_key,
+            )
+
+        except Exception as e:
+            raise ValueError("Could not connect to AzureOpenAIEmbeddings API.") from e
+        
+        return embeddings

From 37ced42f5639c89226a82199c2cbf18b39b9525f Mon Sep 17 00:00:00 2001
From: Cyrus Pellet <cyrus135@hotmail.fr>
Date: Tue, 9 Jan 2024 13:16:07 +0100
Subject: [PATCH 03/48] Added OllamaEmbeddings component with documentation

---
 docs/docs/components/embeddings.mdx           | 20 ++++++---
 .../components/embeddings/OllamaEmbeddings.py | 41 +++++++++++++++++++
 src/backend/langflow/config.yaml              |  2 +
 3 files changed, 58 insertions(+), 5 deletions(-)
 create mode 100644 src/backend/langflow/components/embeddings/OllamaEmbeddings.py

diff --git a/docs/docs/components/embeddings.mdx b/docs/docs/components/embeddings.mdx
index 1b7ca1dbe..015ba1ce1 100644
--- a/docs/docs/components/embeddings.mdx
+++ b/docs/docs/components/embeddings.mdx
@@ -1,11 +1,13 @@
-import Admonition from '@theme/Admonition';
+import Admonition from "@theme/Admonition";
 
 # Embeddings
 
 <Admonition type="caution" icon="🚧" title="ZONE UNDER CONSTRUCTION">
-    <p>
-        We appreciate your understanding as we polish our documentation – it may contain some rough edges. Share your feedback or report issues to help us improve! 🛠️📝
-    </p>
+  <p>
+    We appreciate your understanding as we polish our documentation – it may
+    contain some rough edges. Share your feedback or report issues to help us
+    improve! 🛠️📝
+  </p>
 </Admonition>
 
 Embeddings are vector representations of text that capture the semantic meaning of the text. They are created using text embedding models and allow us to think about the text in a vector space, enabling us to perform tasks like semantic search, where we look for pieces of text that are most similar in the vector space.
@@ -110,4 +112,12 @@ Vertex AI is a cloud computing platform offered by Google Cloud Platform (GCP).
 - **top_k:** How the model selects tokens for output, the next token is selected from – defaults to `40`.
 - **top_p:** Tokens are selected from most probable to least until the sum of their – defaults to `0.95`.
 - **tuned_model_name:** The name of a tuned model. If provided, model_name is ignored.
-- **verbose:** This parameter is used to control the level of detail in the output of the chain. When set to True, it will print out some internal states of the chain while it is being run, which can help debug and understand the chain's behavior. If set to False, it will suppress the verbose output – defaults to `False`.
\ No newline at end of file
+- **verbose:** This parameter is used to control the level of detail in the output of the chain. When set to True, it will print out some internal states of the chain while it is being run, which can help debug and understand the chain's behavior. If set to False, it will suppress the verbose output – defaults to `False`.
+
+### OllamaEmbeddings
+
+Used to load [Ollama’s](https://ollama.ai/) embedding models. Wrapper around LangChain's [Ollama API](https://python.langchain.com/docs/integrations/text_embedding/ollama).
+
+- **model** The name of the Ollama model to use – defaults to `llama2`.
+- **base_url** The base URL for the Ollama API – defaults to `http://localhost:11434`.
+- **temperature** Tunes the degree of randomness in text generations. Should be a non-negative value – defaults to `0`.
diff --git a/src/backend/langflow/components/embeddings/OllamaEmbeddings.py b/src/backend/langflow/components/embeddings/OllamaEmbeddings.py
new file mode 100644
index 000000000..388afe3f6
--- /dev/null
+++ b/src/backend/langflow/components/embeddings/OllamaEmbeddings.py
@@ -0,0 +1,41 @@
+from typing import Optional
+
+from langflow import CustomComponent
+from langchain.embeddings.base import Embeddings
+from langchain_community.embeddings import OllamaEmbeddings
+
+class OllamaEmbeddingsComponent(CustomComponent):
+    """
+    A custom component for implementing an Embeddings Model using Ollama.
+    """
+
+    display_name: str = "Ollama Embeddings"
+    description: str = "Embeddings model from Ollama."
+    documentation = "https://python.langchain.com/docs/integrations/text_embedding/ollama"
+    beta = True
+
+    def build_config(self):
+        return {
+            "model": {
+                "display_name": "Ollama Model",
+            },
+            "base_url": {"display_name": "Ollama Base URL"},
+            "temperature": {"display_name": "Model Temperature"},
+            "code": {"show": False},
+        }
+    
+    def build(
+        self,
+        model: str = "llama2",
+        base_url: str = "http://localhost:11434",
+        temperature: Optional[float] = None,
+    ) -> Embeddings:
+        try:
+            output = OllamaEmbeddings(
+                model=model,
+                base_url=base_url,
+                temperature=temperature
+            )  # type: ignore
+        except Exception as e:
+            raise ValueError("Could not connect to Ollama API.") from e
+        return output
\ No newline at end of file
diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 816f4738c..caabffbf9 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -106,6 +106,8 @@ embeddings:
     documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/google_vertex_ai_palm"
   AmazonBedrockEmbeddings:
     documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/bedrock"
+  OllamaEmbeddings:
+    documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/ollama"
 
 llms:
   OpenAI:

From 88c75e29b28f623eef4aa0f0dc9763e2d971ca7e Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 15:21:30 -0300
Subject: [PATCH 04/48] Import multiprocessing and fix run_langflow function

---
 src/backend/langflow/__main__.py | 32 +++++++++++++++++++++-----------
 1 file changed, 21 insertions(+), 11 deletions(-)

diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index cbfddf289..facc10d84 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -1,3 +1,4 @@
+import multiprocessing
 import platform
 import socket
 import sys
@@ -9,18 +10,16 @@ from typing import Optional
 import httpx
 import typer
 from dotenv import load_dotenv
-from multiprocess import Process, cpu_count  # type: ignore
+from multiprocess import cpu_count  # type: ignore
 from rich import box
 from rich import print as rprint
 from rich.console import Console
 from rich.panel import Panel
 from rich.table import Table
-from sqlmodel import select
 
 from langflow.main import setup_app
-from langflow.services.database.utils import session_getter
-from langflow.services.deps import get_db_service, get_settings_service
-from langflow.services.utils import initialize_services, initialize_settings_service
+from langflow.services.deps import get_settings_service
+from langflow.services.utils import initialize_settings_service
 from langflow.utils.logger import configure, logger
 
 console = Console()
@@ -216,7 +215,8 @@ def run(
 
 
 def run_on_mac_or_linux(host, port, log_level, options, app, open_browser=True):
-    webapp_process = Process(target=run_langflow, args=(host, port, log_level, options, app))
+    ctx = multiprocessing.get_context("spawn")
+    webapp_process = ctx.Process(target=run_langflow, args=(host, port, log_level, options))
     webapp_process.start()
     status_code = 0
     while status_code != 200:
@@ -229,6 +229,7 @@ def run_on_mac_or_linux(host, port, log_level, options, app, open_browser=True):
     print_banner(host, port)
     if open_browser:
         webbrowser.open(f"http://{host}:{port}")
+    webapp_process.join()
 
 
 def run_on_windows(host, port, log_level, options, app):
@@ -298,24 +299,33 @@ def print_banner(host, port):
     rprint(panel)
 
 
-def run_langflow(host, port, log_level, options, app):
+def run_langflow(host, port, log_level, options):
     """
     Run Langflow server on localhost
     """
     try:
-        if platform.system() in ["Windows"]:
+        if platform.system() in ["Windows", "Darwin"]:
             # Run using uvicorn on MacOS and Windows
             # Windows doesn't support gunicorn
             # MacOS requires an env variable to be set to use gunicorn
+
             import uvicorn
 
-            uvicorn.run(app, host=host, port=port, log_level=log_level)
+            uvicorn.run(
+                "langflow.main:create_app",
+                factory=True,
+                host=host,
+                port=port,
+                log_level=log_level,
+                workers=options["workers"],
+            )
         else:
             from langflow.server import LangflowApplication
 
-            LangflowApplication(app, options).run()
+            LangflowApplication(options).run()
     except KeyboardInterrupt:
-        pass
+        logger.info("Shutting down server")
+        sys.exit(0)
     except Exception as e:
         logger.exception(e)
         sys.exit(1)

From 5c4b2a55dee81c478077f1e27b248cd9ebba7243 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 15:21:34 -0300
Subject: [PATCH 05/48] Update main.py with FastAPI configuration

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

diff --git a/src/backend/langflow/main.py b/src/backend/langflow/main.py
index ea33acb61..0eba10ab1 100644
--- a/src/backend/langflow/main.py
+++ b/src/backend/langflow/main.py
@@ -7,6 +7,7 @@ from fastapi import FastAPI, Request
 from fastapi.middleware.cors import CORSMiddleware
 from fastapi.responses import FileResponse
 from fastapi.staticfiles import StaticFiles
+
 from langflow.api import router
 from langflow.interface.utils import setup_llm_caching
 from langflow.services.plugins.langfuse_plugin import LangfuseInstance
@@ -102,11 +103,12 @@ def setup_app(static_files_dir: Optional[Path] = None, backend_only: bool = Fals
 
 if __name__ == "__main__":
     import uvicorn
+
     from langflow.__main__ import get_number_of_workers
 
     configure()
     uvicorn.run(
-        create_app,
+        "langflow.main:create_app",
         host="127.0.0.1",
         port=7860,
         workers=get_number_of_workers(),

From 7b1f30ea80fcc49f89928876110b111773ffac3d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 15:21:39 -0300
Subject: [PATCH 06/48] Refactor LangflowApplication constructor

---
 src/backend/langflow/server.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/server.py b/src/backend/langflow/server.py
index 9fe432744..4f566af3e 100644
--- a/src/backend/langflow/server.py
+++ b/src/backend/langflow/server.py
@@ -2,11 +2,12 @@ from gunicorn.app.base import BaseApplication  # type: ignore
 
 
 class LangflowApplication(BaseApplication):
-    def __init__(self, app, options=None):
+    def __init__(self, options=None):
         self.options = options or {}
+        from langflow.main import create_app
 
         self.options["worker_class"] = "uvicorn.workers.UvicornWorker"
-        self.application = app
+        self.application = create_app()
         super().__init__()
 
     def load_config(self):

From a562c1f98e9f9cbc2d02dd4e788f0f15264c7d51 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 15:21:43 -0300
Subject: [PATCH 07/48] Refactor API endpoints and add preload functionality

---
 src/backend/langflow/api/v1/endpoints.py | 142 ++++++++++++++++++-----
 1 file changed, 115 insertions(+), 27 deletions(-)

diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index 0247be7e7..c8ef86906 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -3,12 +3,10 @@ from typing import Annotated, Any, List, Optional, Union
 
 import sqlalchemy as sa
 from fastapi import APIRouter, Body, Depends, HTTPException, UploadFile, status
-from loguru import logger
-from sqlmodel import select
-
 from langflow.api.utils import update_frontend_node_with_template_values
 from langflow.api.v1.schemas import (
     CustomComponentCode,
+    PreloadResponse,
     ProcessResponse,
     TaskResponse,
     TaskStatusResponse,
@@ -17,12 +15,15 @@ from langflow.api.v1.schemas import (
 from langflow.interface.custom.custom_component import CustomComponent
 from langflow.interface.custom.directory_reader import DirectoryReader
 from langflow.interface.custom.utils import build_custom_component_template
-from langflow.processing.process import process_graph_cached, process_tweaks
+from langflow.processing.process import build_graph_and_generate_result, process_graph_cached, process_tweaks
 from langflow.services.auth.utils import api_key_security, get_current_active_user
 from langflow.services.cache.utils import save_uploaded_file
 from langflow.services.database.models.flow import Flow
 from langflow.services.database.models.user.model import User
 from langflow.services.deps import get_session, get_session_service, get_settings_service, get_task_service
+from langflow.services.session.service import SessionService
+from loguru import logger
+from sqlmodel import select
 
 try:
     from langflow.worker import process_graph_cached_task
@@ -32,9 +33,8 @@ except ImportError:
         raise NotImplementedError("Celery is not installed")
 
 
-from sqlmodel import Session
-
 from langflow.services.task.service import TaskService
+from sqlmodel import Session
 
 # build router
 router = APIRouter(tags=["Base"])
@@ -148,6 +148,55 @@ async def process_json(
         raise HTTPException(status_code=500, detail=str(exc)) from exc
 
 
+# Endpoint to preload a graph
+@router.post("/process/preload/{flow_id}", response_model=PreloadResponse)
+async def preload_flow(
+    session: Annotated[Session, Depends(get_session)],
+    flow_id: str,
+    session_id: Optional[str] = None,
+    session_service: SessionService = Depends(get_session_service),
+    api_key_user: User = Depends(api_key_security),
+    clear_session: Annotated[bool, Body(embed=True)] = False,  # noqa: F821
+):
+    try:
+        # Get the flow that matches the flow_id and belongs to the user
+        # flow = session.query(Flow).filter(Flow.id == flow_id).filter(Flow.user_id == api_key_user.id).first()
+        if clear_session:
+            session_service.clear_session(session_id)
+            # Check if the session exists
+            session_data = await session_service.load_session(session_id)
+            # Session data is a tuple of (graph, artifacts)
+            # or (None, None) if the session is empty
+            if isinstance(session_data, tuple):
+                graph, artifacts = session_data
+                is_clear = graph is None and artifacts is None
+            else:
+                is_clear = session_data is None
+            return PreloadResponse(session_id=session_id, is_clear=is_clear)
+        else:
+            if session_id is None:
+                session_id = flow_id
+            flow = session.exec(select(Flow).where(Flow.id == flow_id).where(Flow.user_id == api_key_user.id)).first()
+            if flow is None:
+                raise ValueError(f"Flow {flow_id} not found")
+
+            if flow.data is None:
+                raise ValueError(f"Flow {flow_id} has no data")
+            graph_data = flow.data
+            session_service.clear_session(session_id)
+            # Load the graph using SessionService
+            session_data = await session_service.load_session(session_id, graph_data)
+            graph, artifacts = session_data if session_data else (None, None)
+            if not graph:
+                raise ValueError("Graph not found in the session")
+            _ = await graph.build()
+            session_service.update_session(session_id, (graph, artifacts))
+            return PreloadResponse(session_id=session_id)
+    except Exception as exc:
+        logger.exception(exc)
+        raise HTTPException(status_code=500, detail=str(exc)) from exc
+
+
 @router.post(
     "/predict/{flow_id}",
     response_model=ProcessResponse,
@@ -167,36 +216,75 @@ async def process(
     task_service: "TaskService" = Depends(get_task_service),
     api_key_user: User = Depends(api_key_security),
     sync: Annotated[bool, Body(embed=True)] = True,  # noqa: F821
+    session_service: SessionService = Depends(get_session_service),
 ):
     """
     Endpoint to process an input with a given flow_id.
     """
 
     try:
-        if api_key_user is None:
-            raise HTTPException(
-                status_code=status.HTTP_401_UNAUTHORIZED,
-                detail="Invalid API Key",
+        if session_id:
+            session_data = await session_service.load_session(session_id)
+            graph, artifacts = session_data if session_data else (None, None)
+            task_result: Any = None
+            task_status = None
+            task_id = None
+            if not graph:
+                raise ValueError("Graph not found in the session")
+            result = await build_graph_and_generate_result(
+                graph=graph,
+                inputs=inputs,
+                artifacts=artifacts,
+                session_id=session_id,
+                session_service=session_service,
+            )
+            task_id = str(id(result))
+            if isinstance(result, dict) and "result" in result:
+                task_result = result["result"]
+                session_id = result["session_id"]
+            elif hasattr(result, "result") and hasattr(result, "session_id"):
+                task_result = result.result
+
+                session_id = result.session_id
+            else:
+                task_result = result
+            if task_id:
+                task_response = TaskResponse(id=task_id, href=f"api/v1/task/{task_id}")
+            else:
+                task_response = None
+            return ProcessResponse(
+                result=task_result,
+                status=task_status,
+                task=task_response,
+                session_id=session_id,
+                backend=task_service.backend_name,
             )
 
-        # Get the flow that matches the flow_id and belongs to the user
-        # flow = session.query(Flow).filter(Flow.id == flow_id).filter(Flow.user_id == api_key_user.id).first()
-        flow = session.exec(select(Flow).where(Flow.id == flow_id).where(Flow.user_id == api_key_user.id)).first()
-        if flow is None:
-            raise ValueError(f"Flow {flow_id} not found")
+        else:
+            if api_key_user is None:
+                raise HTTPException(
+                    status_code=status.HTTP_401_UNAUTHORIZED,
+                    detail="Invalid API Key",
+                )
 
-        if flow.data is None:
-            raise ValueError(f"Flow {flow_id} has no data")
-        graph_data = flow.data
-        return await process_graph_data(
-            graph_data=graph_data,
-            inputs=inputs,
-            tweaks=tweaks,
-            clear_cache=clear_cache,
-            session_id=session_id,
-            task_service=task_service,
-            sync=sync,
-        )
+            # Get the flow that matches the flow_id and belongs to the user
+            # flow = session.query(Flow).filter(Flow.id == flow_id).filter(Flow.user_id == api_key_user.id).first()
+            flow = session.exec(select(Flow).where(Flow.id == flow_id).where(Flow.user_id == api_key_user.id)).first()
+            if flow is None:
+                raise ValueError(f"Flow {flow_id} not found")
+
+            if flow.data is None:
+                raise ValueError(f"Flow {flow_id} has no data")
+            graph_data = flow.data
+            return await process_graph_data(
+                graph_data=graph_data,
+                inputs=inputs,
+                tweaks=tweaks,
+                clear_cache=clear_cache,
+                session_id=session_id,
+                task_service=task_service,
+                sync=sync,
+            )
     except sa.exc.StatementError as exc:
         # StatementError('(builtins.ValueError) badly formed hexadecimal UUID string')
         if "badly formed hexadecimal UUID string" in str(exc):

From 0b68decdfc76fe59defaff99c9c764962a863a67 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 15:21:46 -0300
Subject: [PATCH 08/48] Add PreloadResponse schema

---
 src/backend/langflow/api/v1/schemas.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/src/backend/langflow/api/v1/schemas.py b/src/backend/langflow/api/v1/schemas.py
index 252df4669..b28cc8c2c 100644
--- a/src/backend/langflow/api/v1/schemas.py
+++ b/src/backend/langflow/api/v1/schemas.py
@@ -64,6 +64,13 @@ class ProcessResponse(BaseModel):
     backend: Optional[str] = None
 
 
+class PreloadResponse(BaseModel):
+    """Preload response schema."""
+
+    session_id: Optional[str] = None
+    is_clear: Optional[bool] = None
+
+
 # TaskStatusResponse(
 #         status=task.status, result=task.result if task.ready() else None
 #     )

From 2a69254edaaf21f5b4076ee5c0549839f8692a04 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 15:21:51 -0300
Subject: [PATCH 09/48] Add build_graph_and_generate_result function to
 process.py

---
 src/backend/langflow/processing/process.py | 20 ++++++++++++++++++--
 1 file changed, 18 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index 3c7596774..693bd4255 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -7,9 +7,11 @@ from langchain.schema import AgentAction, Document
 from langchain.vectorstores.base import VectorStore
 from langchain_core.messages import AIMessage
 from langchain_core.runnables.base import Runnable
+from langflow.graph.graph.base import Graph
 from langflow.interface.custom.custom_component import CustomComponent
 from langflow.interface.run import build_sorted_vertices, get_memory_key, update_memory_keys
 from langflow.services.deps import get_session_service
+from langflow.services.session.service import SessionService
 from loguru import logger
 from pydantic import BaseModel
 
@@ -220,13 +222,27 @@ async def process_graph_cached(
     graph, artifacts = session if session else (None, None)
     if not graph:
         raise ValueError("Graph not found in the session")
+
+    result = await build_graph_and_generate_result(graph, inputs, artifacts, session_id, session_service)
+
+    return result
+
+
+async def build_graph_and_generate_result(
+    graph: "Graph",
+    session_id: str,
+    inputs: Optional[Union[dict, List[dict]]] = None,
+    artifacts: Optional[Dict[str, Any]] = None,
+    session_service: Optional[SessionService] = None,
+):
+    """Build the graph and generate the result"""
     built_object = await graph.build()
     processed_inputs = process_inputs(inputs, artifacts or {})
     result = await generate_result(built_object, processed_inputs)
     # langchain_object is now updated with the new memory
     # we need to update the cache with the updated langchain_object
-    session_service.update_session(session_id, (graph, artifacts))
-
+    if session_id and session_service:
+        session_service.update_session(session_id, (graph, artifacts))
     return Result(result=result, session_id=session_id)
 
 

From be83ffb0e7928405bb9a02addc7dbf87f64a87fb Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 15:21:59 -0300
Subject: [PATCH 10/48] Add Optional parameter to load_session method

---
 src/backend/langflow/services/session/service.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/src/backend/langflow/services/session/service.py b/src/backend/langflow/services/session/service.py
index ac0f1fa1f..059d82bec 100644
--- a/src/backend/langflow/services/session/service.py
+++ b/src/backend/langflow/services/session/service.py
@@ -1,4 +1,4 @@
-from typing import TYPE_CHECKING
+from typing import TYPE_CHECKING, Optional
 
 from langflow.interface.run import build_sorted_vertices
 from langflow.services.base import Service
@@ -14,14 +14,15 @@ class SessionService(Service):
     def __init__(self, cache_service):
         self.cache_service: "BaseCacheService" = cache_service
 
-    async def load_session(self, key, data_graph):
+    async def load_session(self, key, data_graph: Optional[dict] = None):
         # Check if the data is cached
         if key in self.cache_service:
             return self.cache_service.get(key)
 
         if key is None:
             key = self.generate_key(session_id=None, data_graph=data_graph)
-
+        if data_graph is None:
+            return (None, None)
         # If not cached, build the graph and cache it
         graph, artifacts = await build_sorted_vertices(data_graph)
 

From bf30d158c302452601f16f07a21be66afd5bc1b3 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 15:24:02 -0300
Subject: [PATCH 11/48] Bump version to 0.6.5a0 in pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index c4da330d4..687632cba 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.4"
+version = "0.6.5a0"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 54c40c670a844830b286323f22dcc603b5e55971 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 16:01:50 -0300
Subject: [PATCH 12/48] Add support for running on Linux using gunicorn

---
 src/backend/langflow/__main__.py | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index facc10d84..d972eb147 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -10,7 +10,7 @@ from typing import Optional
 import httpx
 import typer
 from dotenv import load_dotenv
-from multiprocess import cpu_count  # type: ignore
+from multiprocess import Process, cpu_count  # type: ignore
 from rich import box
 from rich import print as rprint
 from rich.console import Console
@@ -211,12 +211,15 @@ def run(
         run_on_windows(host, port, log_level, options, app)
     else:
         # Run using gunicorn on Linux
-        run_on_mac_or_linux(host, port, log_level, options, app, open_browser)
+        run_on_mac_or_linux(host, port, log_level, options, platform.system(), open_browser)
 
 
-def run_on_mac_or_linux(host, port, log_level, options, app, open_browser=True):
-    ctx = multiprocessing.get_context("spawn")
-    webapp_process = ctx.Process(target=run_langflow, args=(host, port, log_level, options))
+def run_on_mac_or_linux(host, port, log_level, options, system, open_browser=True):
+    if system == "Darwin":
+        ctx = multiprocessing.get_context("spawn")
+        webapp_process = ctx.Process(target=run_langflow, args=(host, port, log_level, options))
+    else:
+        webapp_process = Process(target=run_langflow, args=(host, port, log_level, options))
     webapp_process.start()
     status_code = 0
     while status_code != 200:

From 404bbcaf330768f3801fda63f76e4c4853dd38a6 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 16:02:15 -0300
Subject: [PATCH 13/48] Update version number in pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index 687632cba..447bbcd2b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.5a0"
+version = "0.6.5a1"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 73f87dd611e49d5c83566d1f50ad0844f9d1477c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 17:49:28 -0300
Subject: [PATCH 14/48] Fix memory inputs and update function arguments

---
 src/backend/langflow/processing/process.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index 693bd4255..cf3e08d1f 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -7,13 +7,14 @@ from langchain.schema import AgentAction, Document
 from langchain.vectorstores.base import VectorStore
 from langchain_core.messages import AIMessage
 from langchain_core.runnables.base import Runnable
+from loguru import logger
+from pydantic import BaseModel
+
 from langflow.graph.graph.base import Graph
 from langflow.interface.custom.custom_component import CustomComponent
 from langflow.interface.run import build_sorted_vertices, get_memory_key, update_memory_keys
 from langflow.services.deps import get_session_service
 from langflow.services.session.service import SessionService
-from loguru import logger
-from pydantic import BaseModel
 
 
 def fix_memory_inputs(langchain_object):
@@ -223,7 +224,7 @@ async def process_graph_cached(
     if not graph:
         raise ValueError("Graph not found in the session")
 
-    result = await build_graph_and_generate_result(graph, inputs, artifacts, session_id, session_service)
+    result = await build_graph_and_generate_result(graph, session_id, inputs, artifacts, session_service)
 
     return result
 

From 71bb7c18e4f8b0a0dbb0d6a975a1d618d8a6dcde Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 17:50:03 -0300
Subject: [PATCH 15/48] Refactor process_graph_cached function

---
 src/backend/langflow/processing/process.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index cf3e08d1f..2fa14e5e5 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -7,14 +7,13 @@ from langchain.schema import AgentAction, Document
 from langchain.vectorstores.base import VectorStore
 from langchain_core.messages import AIMessage
 from langchain_core.runnables.base import Runnable
-from loguru import logger
-from pydantic import BaseModel
-
 from langflow.graph.graph.base import Graph
 from langflow.interface.custom.custom_component import CustomComponent
 from langflow.interface.run import build_sorted_vertices, get_memory_key, update_memory_keys
 from langflow.services.deps import get_session_service
 from langflow.services.session.service import SessionService
+from loguru import logger
+from pydantic import BaseModel
 
 
 def fix_memory_inputs(langchain_object):
@@ -224,7 +223,9 @@ async def process_graph_cached(
     if not graph:
         raise ValueError("Graph not found in the session")
 
-    result = await build_graph_and_generate_result(graph, session_id, inputs, artifacts, session_service)
+    result = await build_graph_and_generate_result(
+        graph=graph, session_id=session_id, inputs=inputs, artifacts=artifacts, session_service=session_service
+    )
 
     return result
 

From 2e9186db991e7cd20fc994cc9df3b344be8a790c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 17:50:33 -0300
Subject: [PATCH 16/48] Update version to 0.6.5a2 in pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index 447bbcd2b..97e6e4321 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.5a1"
+version = "0.6.5a2"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From e75f5f4745c3502f12c7ec1092fd84717090786f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 18:14:40 -0300
Subject: [PATCH 17/48] Refactor run_on_mac_or_linux function and remove unused
 imports

---
 src/backend/langflow/__main__.py | 43 ++++++++------------------------
 1 file changed, 10 insertions(+), 33 deletions(-)

diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index d972eb147..01525302a 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -1,27 +1,22 @@
-import multiprocessing
 import platform
 import socket
 import sys
-import time
-import webbrowser
 from pathlib import Path
 from typing import Optional
 
-import httpx
 import typer
 from dotenv import load_dotenv
-from multiprocess import Process, cpu_count  # type: ignore
+from langflow.main import setup_app
+from langflow.services.deps import get_settings_service
+from langflow.services.utils import initialize_settings_service
+from langflow.utils.logger import configure, logger
+from multiprocess import cpu_count  # type: ignore
 from rich import box
 from rich import print as rprint
 from rich.console import Console
 from rich.panel import Panel
 from rich.table import Table
 
-from langflow.main import setup_app
-from langflow.services.deps import get_settings_service
-from langflow.services.utils import initialize_settings_service
-from langflow.utils.logger import configure, logger
-
 console = Console()
 
 app = typer.Typer(no_args_is_help=True)
@@ -211,28 +206,12 @@ def run(
         run_on_windows(host, port, log_level, options, app)
     else:
         # Run using gunicorn on Linux
-        run_on_mac_or_linux(host, port, log_level, options, platform.system(), open_browser)
+        run_on_mac_or_linux(host, port, log_level, options, app)
 
 
-def run_on_mac_or_linux(host, port, log_level, options, system, open_browser=True):
-    if system == "Darwin":
-        ctx = multiprocessing.get_context("spawn")
-        webapp_process = ctx.Process(target=run_langflow, args=(host, port, log_level, options))
-    else:
-        webapp_process = Process(target=run_langflow, args=(host, port, log_level, options))
-    webapp_process.start()
-    status_code = 0
-    while status_code != 200:
-        try:
-            status_code = httpx.get(f"http://{host}:{port}/health").status_code
-
-        except Exception:
-            time.sleep(1)
-
+def run_on_mac_or_linux(host, port, log_level, options, app):
     print_banner(host, port)
-    if open_browser:
-        webbrowser.open(f"http://{host}:{port}")
-    webapp_process.join()
+    run_langflow(host, port, log_level, options, app)
 
 
 def run_on_windows(host, port, log_level, options, app):
@@ -302,7 +281,7 @@ def print_banner(host, port):
     rprint(panel)
 
 
-def run_langflow(host, port, log_level, options):
+def run_langflow(host, port, log_level, options, app):
     """
     Run Langflow server on localhost
     """
@@ -315,12 +294,10 @@ def run_langflow(host, port, log_level, options):
             import uvicorn
 
             uvicorn.run(
-                "langflow.main:create_app",
-                factory=True,
+                app,
                 host=host,
                 port=port,
                 log_level=log_level,
-                workers=options["workers"],
             )
         else:
             from langflow.server import LangflowApplication

From 7fc32b342a90cbec15bc89d9fa047c0c7a4d2a18 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 18:15:56 -0300
Subject: [PATCH 18/48] Refactor imports and initialize services in __main__.py

---
 src/backend/langflow/__main__.py | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index 01525302a..c1644c088 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -6,16 +6,19 @@ from typing import Optional
 
 import typer
 from dotenv import load_dotenv
-from langflow.main import setup_app
-from langflow.services.deps import get_settings_service
-from langflow.services.utils import initialize_settings_service
-from langflow.utils.logger import configure, logger
 from multiprocess import cpu_count  # type: ignore
 from rich import box
 from rich import print as rprint
 from rich.console import Console
 from rich.panel import Panel
 from rich.table import Table
+from sqlmodel import select
+
+from langflow.main import setup_app
+from langflow.services.database.utils import session_getter
+from langflow.services.deps import get_db_service, get_settings_service
+from langflow.services.utils import initialize_services, initialize_settings_service
+from langflow.utils.logger import configure, logger
 
 console = Console()
 

From 3244e3b34a07b36b8e7c91f1454ee61260927711 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 14 Jan 2024 18:16:09 -0300
Subject: [PATCH 19/48] Update version to 0.6.5a3 in pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index 97e6e4321..a7a77fdb5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.5a2"
+version = "0.6.5a3"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 79c20ec46bf12079ccb7e029fe5873c5e8fc8ab6 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 15 Jan 2024 19:24:56 -0300
Subject: [PATCH 20/48] Update create_engine method to include max_overflow
 parameter

---
 src/backend/langflow/services/database/service.py | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/src/backend/langflow/services/database/service.py b/src/backend/langflow/services/database/service.py
index 9765d858f..693da8143 100644
--- a/src/backend/langflow/services/database/service.py
+++ b/src/backend/langflow/services/database/service.py
@@ -5,17 +5,16 @@ from typing import TYPE_CHECKING
 import sqlalchemy as sa
 from alembic import command, util
 from alembic.config import Config
-from loguru import logger
-from sqlalchemy import inspect
-from sqlalchemy.exc import OperationalError
-from sqlmodel import Session, SQLModel, create_engine, select, text
-
 from langflow.services.base import Service
 from langflow.services.database import models  # noqa
 from langflow.services.database.models.user.crud import get_user_by_username
 from langflow.services.database.utils import Result, TableResults
 from langflow.services.deps import get_settings_service
 from langflow.services.utils import teardown_superuser
+from loguru import logger
+from sqlalchemy import inspect
+from sqlalchemy.exc import OperationalError
+from sqlmodel import Session, SQLModel, create_engine, select, text
 
 if TYPE_CHECKING:
     from sqlalchemy.engine import Engine
@@ -40,7 +39,7 @@ class DatabaseService(Service):
             connect_args = {"check_same_thread": False}
         else:
             connect_args = {}
-        return create_engine(self.database_url, connect_args=connect_args)
+        return create_engine(self.database_url, connect_args=connect_args, max_overflow=-1)
 
     def __enter__(self):
         self._session = Session(self.engine)

From bd1145651d893c273efa49c66789935b1a7b9128 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 15 Jan 2024 19:25:06 -0300
Subject: [PATCH 21/48] Update weaviate-client version to 4.0.0

---
 poetry.lock    | 1248 ++++++++++++++++++++++++++----------------------
 pyproject.toml |    2 +-
 2 files changed, 686 insertions(+), 564 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1b4c5d334..3ccf81080 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -132,6 +132,20 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "aiostream"
+version = "0.5.2"
+description = "Generator-based operators for asynchronous iteration"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aiostream-0.5.2-py3-none-any.whl", hash = "sha256:054660370be9d37f6fe3ece3851009240416bd082e469fd90cc8673d3818cf71"},
+    {file = "aiostream-0.5.2.tar.gz", hash = "sha256:b71b519a2d66c38f0872403ab86417955b77352f08d9ad02ad46fc3926b389f4"},
+]
+
+[package.dependencies]
+typing-extensions = "*"
+
 [[package]]
 name = "alembic"
 version = "1.13.1"
@@ -321,13 +335,13 @@ files = [
 
 [[package]]
 name = "bce-python-sdk"
-version = "0.8.98"
+version = "0.9.2"
 description = "BCE SDK for python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
 files = [
-    {file = "bce-python-sdk-0.8.98.tar.gz", hash = "sha256:8d2a55541a5bf21228f248ed4faea9dd40dfcfc1df2c5bf1e9cdb69db6e0fab4"},
-    {file = "bce_python_sdk-0.8.98-py3-none-any.whl", hash = "sha256:0e044fa2e4efd749642dfaf22f9e047a04618761780deeaa24ff06dc6ac55f34"},
+    {file = "bce-python-sdk-0.9.2.tar.gz", hash = "sha256:d330aa9443c3f4a7fe11e5cc66c61b817120fc5504ae9d21fc53dca99d41cfcf"},
+    {file = "bce_python_sdk-0.9.2-py3-none-any.whl", hash = "sha256:3ec6ab4f20872548e58041d9afdc37248f65375dda995b0bb60b67c0acefcdf1"},
 ]
 
 [package.dependencies]
@@ -411,17 +425,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.34.14"
+version = "1.34.19"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.8"
 files = [
-    {file = "boto3-1.34.14-py3-none-any.whl", hash = "sha256:1f94042f4efb5133b6b9b8b3243afc01143a81d21b3197a3afadf5780f97b05d"},
-    {file = "boto3-1.34.14.tar.gz", hash = "sha256:5c1bb487c68120aae236354d81b8a1a55d0aa3395d30748a01825ef90891921e"},
+    {file = "boto3-1.34.19-py3-none-any.whl", hash = "sha256:4c76ef92af7dbdcea21b196a2699671e82e8814d4cfe570c48eda477dd1aeb19"},
+    {file = "boto3-1.34.19.tar.gz", hash = "sha256:95d2c2bde86a0934d4c461020c50fc1344b444f167654e215f1de549bc77fc0f"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.14,<1.35.0"
+botocore = ">=1.34.19,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -430,13 +444,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.14"
+version = "1.34.19"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.8"
 files = [
-    {file = "botocore-1.34.14-py3-none-any.whl", hash = "sha256:3b592f50f0406e236782a3a0a9ad1c3976060fdb2e04a23d18c3df5b7dfad3e0"},
-    {file = "botocore-1.34.14.tar.gz", hash = "sha256:041bed0852649cab7e4dcd4d87f9d1cc084467fb846e5b60015e014761d96414"},
+    {file = "botocore-1.34.19-py3-none-any.whl", hash = "sha256:a4a39c7092960f5da2439efc5f6220730dab634aaff4c1444bbd1dfa43bc28cc"},
+    {file = "botocore-1.34.19.tar.gz", hash = "sha256:64352b2f05de5c6ab025c1d5232880c22775356dcc5a53d798a6f65db847e826"},
 ]
 
 [package.dependencies]
@@ -542,6 +556,30 @@ files = [
     {file = "Brotli-1.1.0.tar.gz", hash = "sha256:81de08ac11bcb85841e440c13611c00b67d3bf82698314928d0b676362546724"},
 ]
 
+[[package]]
+name = "build"
+version = "1.0.3"
+description = "A simple, correct Python build frontend"
+optional = false
+python-versions = ">= 3.7"
+files = [
+    {file = "build-1.0.3-py3-none-any.whl", hash = "sha256:589bf99a67df7c9cf07ec0ac0e5e2ea5d4b37ac63301c4986d1acb126aa83f8f"},
+    {file = "build-1.0.3.tar.gz", hash = "sha256:538aab1b64f9828977f84bc63ae570b060a8ed1be419e7870b8b4fc5e6ea553b"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "os_name == \"nt\""}
+importlib-metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
+packaging = ">=19.0"
+pyproject_hooks = "*"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
+test = ["filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
+typing = ["importlib-metadata (>=5.1)", "mypy (>=1.5.0,<1.6.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
+virtualenv = ["virtualenv (>=20.0.35)"]
+
 [[package]]
 name = "cachetools"
 version = "5.3.2"
@@ -833,28 +871,38 @@ numpy = "*"
 
 [[package]]
 name = "chromadb"
-version = "0.4.13"
+version = "0.4.22"
 description = "Chroma."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "chromadb-0.4.13.tar.gz", hash = "sha256:99d330b9ac8f2ec81f4b34798d34f2ea9f4656bef1da951efa7e93957ef7e706"},
+    {file = "chromadb-0.4.22-py3-none-any.whl", hash = "sha256:ad210b27b4cda2f09d15adc9c83c81bfa66b69f39648a27b637306e40de0680d"},
+    {file = "chromadb-0.4.22.tar.gz", hash = "sha256:c793149e1c2bbbb52d77602c6c0594c5752f04cd9be12619250ddad2082af27a"},
 ]
 
 [package.dependencies]
 bcrypt = ">=4.0.1"
+build = ">=1.0.3"
 chroma-hnswlib = "0.7.3"
 fastapi = ">=0.95.2"
+grpcio = ">=1.58.0"
 importlib-resources = "*"
-numpy = {version = ">=1.22.5", markers = "python_version >= \"3.8\""}
+kubernetes = ">=28.1.0"
+mmh3 = ">=4.0.1"
+numpy = ">=1.22.5"
 onnxruntime = ">=1.14.1"
+opentelemetry-api = ">=1.2.0"
+opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
+opentelemetry-instrumentation-fastapi = ">=0.41b0"
+opentelemetry-sdk = ">=1.2.0"
 overrides = ">=7.3.1"
 posthog = ">=2.4.0"
 pulsar-client = ">=3.1.0"
 pydantic = ">=1.9"
 pypika = ">=0.48.9"
+PyYAML = ">=6.0.0"
 requests = ">=2.28"
+tenacity = ">=8.2.3"
 tokenizers = ">=0.13.2"
 tqdm = ">=4.65.0"
 typer = ">=0.9.0"
@@ -926,13 +974,13 @@ testing = ["pytest (>=7.2.1)", "pytest-cov (>=4.0.0)", "tox (>=4.4.3)"]
 
 [[package]]
 name = "cohere"
-version = "4.40"
+version = "4.43"
 description = "Python SDK for the Cohere API"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "cohere-4.40-py3-none-any.whl", hash = "sha256:75dac8369d97fadc05901352d9db64a0ca6cd40c08423f3c4691f57eb7b131e7"},
-    {file = "cohere-4.40.tar.gz", hash = "sha256:d9e5c1fa7f80a193c03330a634954b927bf188ead7dcfdb51865480f73aebda8"},
+    {file = "cohere-4.43-py3-none-any.whl", hash = "sha256:ddedf89f759cdf1c2addbcfa36cc3f7cf505c5b1124c0b78777b9f7d835dcab8"},
+    {file = "cohere-4.43.tar.gz", hash = "sha256:540b14e660eda547a7d1adf3f432edfad7c3f1dddc2a19975081a88888287dd1"},
 ]
 
 [package.dependencies]
@@ -1297,31 +1345,43 @@ wmi = ["wmi (>=1.5.1,<2.0.0)"]
 
 [[package]]
 name = "docarray"
-version = "0.21.1"
-description = "The data structure for unstructured data"
+version = "0.40.0"
+description = "The data structure for multimodal data"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8,<4.0"
 files = [
-    {file = "docarray-0.21.1.tar.gz", hash = "sha256:3a478707465c263147a98fe32feb0b6eb215c0ed58852135ac86acb7eae5cecb"},
+    {file = "docarray-0.40.0-py3-none-any.whl", hash = "sha256:86ceadb84cdec2dc9579e2f79823748a3af094c57df4e0441c5f0bac7e63ef97"},
+    {file = "docarray-0.40.0.tar.gz", hash = "sha256:c3f3b88b7b6128c10308dddbd21650c9845e270da850cf6718cb1d3d867d5986"},
 ]
 
 [package.dependencies]
-jina-hubble-sdk = ">=0.24.0"
-numpy = "*"
-rich = ">=12.0.0"
+numpy = ">=1.17.3"
+orjson = ">=3.8.2"
+pydantic = ">=1.10.8"
+rich = ">=13.1.0"
+types-requests = ">=2.28.11.6"
+typing-inspect = ">=0.8.0"
 
 [package.extras]
-annlite = ["annlite"]
-benchmark = ["h5py", "matplotlib", "pandas", "seaborn"]
-common = ["Pillow", "fastapi", "lz4", "matplotlib", "protobuf (>=3.13.0)", "pydantic (>=1.9.0)", "requests", "uvicorn"]
-elasticsearch = ["elasticsearch (>=8.2.0)"]
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-milvus = ["pymilvus (>=2.1.0,<2.2.0)"]
-opensearch = ["opensearch-py (==2.0.1)"]
-qdrant = ["qdrant-client (>=0.10.3,<0.11.0)"]
-redis = ["redis (>=4.3.0)"]
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-weaviate = ["weaviate-client (>=3.9.0,<3.10.0)"]
+audio = ["pydub (>=0.25.1,<0.26.0)"]
+aws = ["smart-open[s3] (>=6.3.0)"]
+elasticsearch = ["elastic-transport (>=8.4.0,<9.0.0)", "elasticsearch (>=7.10.1)"]
+epsilla = ["pyepsilla (>=0.2.3)"]
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+hnswlib = ["hnswlib (>=0.7.0)", "protobuf (>=3.20.0)"]
+image = ["pillow (>=9.3.0)", "types-pillow (>=9.3.0.1)"]
+jac = ["jina-hubble-sdk (>=0.34.0)"]
+jax = ["jax (>=0.4.10)"]
+mesh = ["trimesh[easy] (>=3.17.1)"]
+milvus = ["pymilvus (>=2.2.12,<3.0.0)"]
+pandas = ["pandas (>=1.1.0)"]
+proto = ["lz4 (>=1.0.0)", "protobuf (>=3.20.0)"]
+qdrant = ["qdrant-client (>=1.4.0)"]
+redis = ["redis (>=4.6.0,<5.0.0)"]
+torch = ["torch (>=1.0.0)"]
+video = ["av (>=10.0.0)"]
+weaviate = ["weaviate-client (>=3.17,<3.18)"]
+web = ["fastapi (>=0.100.0)"]
 
 [[package]]
 name = "docker"
@@ -1581,42 +1641,42 @@ all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 
 [[package]]
 name = "fastavro"
-version = "1.9.2"
+version = "1.9.3"
 description = "Fast read/write of AVRO files"
 optional = false
 python-versions = ">=3.8"
 files = [
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-opentelemetry-exporter-prometheus = ">=1.12.0rc1"
-opentelemetry-instrumentation-aiohttp-client = ">=0.33b0"
-opentelemetry-instrumentation-fastapi = ">=0.33b0"
-opentelemetry-instrumentation-grpc = ">=0.35b0"
-opentelemetry-sdk = ">=1.14.0"
 packaging = ">=20.0"
 pathspec = "*"
-prometheus-client = ">=0.12.0"
-protobuf = ">=3.19.0"
+prometheus_client = "*"
+protobuf = ">=3.13.0"
 pydantic = "*"
 python-multipart = "*"
 pyyaml = ">=5.3.1"
 requests = "*"
-urllib3 = "<2.0.0"
 uvicorn = {version = "*", extras = ["standard"]}
-uvloop = {version = "*", markers = "platform_system != \"Windows\""}
+uvloop = "*"
 websockets = "*"
 
 [package.extras]
 aiofiles = ["aiofiles"]
 aiohttp = ["aiohttp"]
-all = ["Pillow", "aiofiles", "aiohttp", "black (==22.3.0)", "bs4", "coverage (==6.2)", "docarray (>=0.16.4,<0.30.0)", "docker", "fastapi (>=0.76.0)", "filelock", "flaky", "grpcio (>=1.46.0,<1.48.1)", "grpcio-health-checking (>=1.46.0,<1.48.1)", "grpcio-reflection (>=1.46.0,<1.48.1)", "jcloud (>=0.0.35)", "jina-hubble-sdk (>=0.30.4)", "jsonschema", "kubernetes (>=18.20.0)", "mock", "numpy", "opentelemetry-api (>=1.12.0)", "opentelemetry-exporter-otlp (>=1.12.0)", "opentelemetry-exporter-otlp-proto-grpc (>=1.13.0)", "opentelemetry-exporter-prometheus (>=1.12.0rc1)", "opentelemetry-instrumentation-aiohttp-client (>=0.33b0)", "opentelemetry-instrumentation-fastapi (>=0.33b0)", "opentelemetry-instrumentation-grpc (>=0.35b0)", "opentelemetry-sdk (>=1.14.0)", "opentelemetry-test-utils (>=0.33b0)", "packaging (>=20.0)", "pathspec", "portforward (>=0.2.4,<0.4.3)", "prometheus-api-client (>=0.5.1)", "prometheus-client (>=0.12.0)", "protobuf (>=3.19.0)", "psutil", "pydantic", "pytest", "pytest-asyncio", "pytest-cov (==3.0.0)", "pytest-custom-exit-code", "pytest-kind (==22.11.1)", "pytest-lazy-fixture", "pytest-mock", "pytest-repeat", "pytest-reraise", "pytest-timeout", "python-multipart", "pyyaml (>=5.3.1)", "requests", "requests-mock", "scipy (>=1.6.1)", "sgqlc", "strawberry-graphql (>=0.96.0)", "tensorflow (>=2.0)", "torch", "urllib3 (<2.0.0)", "uvicorn[standard]", "uvloop", "watchfiles (>=0.18.0)", "websockets"]
+aiostream = ["aiostream"]
+all = ["Pillow", "aiofiles", "aiohttp", "aiostream", "black (==22.3.0)", "bs4", "coverage (==6.2)", "cryptography", "docarray (>=0.16.1)", "docarray[common] (>=0.16.1)", "docker", "fastapi (>=0.76.0)", "filelock", "flaky", "grpcio (>=1.46.0)", "grpcio-health-checking (>=1.46.0)", "grpcio-reflection (>=1.46.0)", "jcloud (>=0.0.35)", "jina-hubble-sdk (>=0.15.1)", "jsonschema", "kubernetes (>=18.20.0)", "mock", "numpy", "packaging (>=20.0)", "pathspec", "portforward (>=0.2.4)", "prometheus_client", "protobuf (>=3.13.0)", "psutil", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-custom_exit_code", "pytest-kind (==21.1.3)", "pytest-lazy-fixture", "pytest-mock", "pytest-repeat", "pytest-reraise", "pytest-timeout", "python-multipart", "pyyaml (>=5.3.1)", "requests", "requests-mock", "scipy (>=1.6.1)", "sgqlc", "strawberry-graphql (>=0.96.0)", "tensorflow (>=2.0)", "torch", "uvicorn[standard]", "uvloop", "websockets"]
 black = ["black (==22.3.0)"]
 bs4 = ["bs4"]
-cicd = ["bs4", "jsonschema", "portforward (>=0.2.4,<0.4.3)", "sgqlc", "strawberry-graphql (>=0.96.0)", "tensorflow (>=2.0)", "torch"]
-core = ["docarray (>=0.16.4,<0.30.0)", "grpcio (>=1.46.0,<1.48.1)", "grpcio-health-checking (>=1.46.0,<1.48.1)", "grpcio-reflection (>=1.46.0,<1.48.1)", "jcloud (>=0.0.35)", "jina-hubble-sdk (>=0.30.4)", "numpy", "opentelemetry-api (>=1.12.0)", "opentelemetry-instrumentation-grpc (>=0.35b0)", "packaging (>=20.0)", "protobuf (>=3.19.0)", "pyyaml (>=5.3.1)", "urllib3 (<2.0.0)"]
+cicd = ["bs4", "jsonschema", "portforward (>=0.2.4)", "sgqlc", "strawberry-graphql (>=0.96.0)", "tensorflow (>=2.0)", "torch"]
+core = ["docarray (>=0.16.1)", "grpcio (>=1.46.0)", "grpcio-health-checking (>=1.46.0)", "grpcio-reflection (>=1.46.0)", "jcloud (>=0.0.35)", "jina-hubble-sdk (>=0.15.1)", "numpy", "packaging (>=20.0)", "protobuf (>=3.13.0)", "pyyaml (>=5.3.1)"]
 coverage = ["coverage (==6.2)"]
-devel = ["aiofiles", "aiohttp", "docker", "fastapi (>=0.76.0)", "filelock", "opentelemetry-exporter-otlp (>=1.12.0)", "opentelemetry-exporter-otlp-proto-grpc (>=1.13.0)", "opentelemetry-exporter-prometheus (>=1.12.0rc1)", "opentelemetry-instrumentation-aiohttp-client (>=0.33b0)", "opentelemetry-instrumentation-fastapi (>=0.33b0)", "opentelemetry-sdk (>=1.14.0)", "pathspec", "prometheus-client (>=0.12.0)", "pydantic", "python-multipart", "requests", "sgqlc", "strawberry-graphql (>=0.96.0)", "uvicorn[standard]", "uvloop", "watchfiles (>=0.18.0)", "websockets"]
-docarray = ["docarray (>=0.16.4,<0.30.0)"]
+cryptography = ["cryptography"]
+devel = ["aiofiles", "aiohttp", "aiostream", "cryptography", "docarray[common] (>=0.16.1)", "docker", "fastapi (>=0.76.0)", "filelock", "pathspec", "prometheus_client", "pydantic", "python-multipart", "requests", "sgqlc", "strawberry-graphql (>=0.96.0)", "uvicorn[standard]", "uvloop", "websockets"]
+docarray = ["docarray (>=0.16.1)"]
+"docarray[common" = ["docarray[common] (>=0.16.1)"]
 docker = ["docker"]
 fastapi = ["fastapi (>=0.76.0)"]
 filelock = ["filelock"]
 flaky = ["flaky"]
-grpcio = ["grpcio (>=1.46.0,<1.48.1)"]
-grpcio-health-checking = ["grpcio-health-checking (>=1.46.0,<1.48.1)"]
-grpcio-reflection = ["grpcio-reflection (>=1.46.0,<1.48.1)"]
+grpcio = ["grpcio (>=1.46.0)"]
+grpcio-health-checking = ["grpcio-health-checking (>=1.46.0)"]
+grpcio-reflection = ["grpcio-reflection (>=1.46.0)"]
 jcloud = ["jcloud (>=0.0.35)"]
-jina-hubble-sdk = ["jina-hubble-sdk (>=0.30.4)"]
+jina-hubble-sdk = ["jina-hubble-sdk (>=0.15.1)"]
 jsonschema = ["jsonschema"]
 kubernetes = ["kubernetes (>=18.20.0)"]
 mock = ["mock"]
 numpy = ["numpy"]
-opentelemetry-api = ["opentelemetry-api (>=1.12.0)"]
-opentelemetry-exporter-otlp = ["opentelemetry-exporter-otlp (>=1.12.0)"]
-opentelemetry-exporter-otlp-proto-grpc = ["opentelemetry-exporter-otlp-proto-grpc (>=1.13.0)"]
-opentelemetry-exporter-prometheus = ["opentelemetry-exporter-prometheus (>=1.12.0rc1)"]
-opentelemetry-instrumentation-aiohttp-client = ["opentelemetry-instrumentation-aiohttp-client (>=0.33b0)"]
-opentelemetry-instrumentation-fastapi = ["opentelemetry-instrumentation-fastapi (>=0.33b0)"]
-opentelemetry-instrumentation-grpc = ["opentelemetry-instrumentation-grpc (>=0.35b0)"]
-opentelemetry-sdk = ["opentelemetry-sdk (>=1.14.0)"]
-opentelemetry-test-utils = ["opentelemetry-test-utils (>=0.33b0)"]
 packaging = ["packaging (>=20.0)"]
 pathspec = ["pathspec"]
-perf = ["opentelemetry-exporter-otlp (>=1.12.0)", "opentelemetry-exporter-otlp-proto-grpc (>=1.13.0)", "opentelemetry-exporter-prometheus (>=1.12.0rc1)", "opentelemetry-instrumentation-aiohttp-client (>=0.33b0)", "opentelemetry-instrumentation-fastapi (>=0.33b0)", "opentelemetry-sdk (>=1.14.0)", "prometheus-client (>=0.12.0)", "uvloop"]
+perf = ["prometheus_client", "uvloop"]
 pillow = ["Pillow"]
-portforward = ["portforward (>=0.2.4,<0.4.3)"]
-prometheus-api-client = ["prometheus-api-client (>=0.5.1)"]
-prometheus-client = ["prometheus-client (>=0.12.0)"]
-protobuf = ["protobuf (>=3.19.0)"]
+portforward = ["portforward (>=0.2.4)"]
+prometheus-client = ["prometheus_client"]
+protobuf = ["protobuf (>=3.13.0)"]
 psutil = ["psutil"]
 pydantic = ["pydantic"]
 pytest = ["pytest"]
 pytest-asyncio = ["pytest-asyncio"]
-pytest-cov = ["pytest-cov (==3.0.0)"]
-pytest-custom-exit-code = ["pytest-custom-exit-code"]
-pytest-kind = ["pytest-kind (==22.11.1)"]
+pytest-cov = ["pytest-cov"]
+pytest-custom-exit-code = ["pytest-custom_exit_code"]
+pytest-kind = ["pytest-kind (==21.1.3)"]
 pytest-lazy-fixture = ["pytest-lazy-fixture"]
 pytest-mock = ["pytest-mock"]
 pytest-repeat = ["pytest-repeat"]
@@ -3278,16 +3327,13 @@ requests = ["requests"]
 requests-mock = ["requests-mock"]
 scipy = ["scipy (>=1.6.1)"]
 sgqlc = ["sgqlc"]
-standard = ["aiofiles", "aiohttp", "docker", "fastapi (>=0.76.0)", "filelock", "opentelemetry-exporter-otlp (>=1.12.0)", "opentelemetry-exporter-prometheus (>=1.12.0rc1)", "opentelemetry-instrumentation-aiohttp-client (>=0.33b0)", "opentelemetry-instrumentation-fastapi (>=0.33b0)", "opentelemetry-sdk (>=1.14.0)", "pathspec", "prometheus-client (>=0.12.0)", "pydantic", "python-multipart", "requests", "uvicorn[standard]", "uvloop", "websockets"]
-standrad = ["opentelemetry-exporter-otlp-proto-grpc (>=1.13.0)"]
+standard = ["aiofiles", "aiohttp", "aiostream", "cryptography", "docarray[common] (>=0.16.1)", "docker", "fastapi (>=0.76.0)", "filelock", "pathspec", "prometheus_client", "pydantic", "python-multipart", "requests", "uvicorn[standard]", "uvloop", "websockets"]
 strawberry-graphql = ["strawberry-graphql (>=0.96.0)"]
 tensorflow = ["tensorflow (>=2.0)"]
-test = ["Pillow", "black (==22.3.0)", "coverage (==6.2)", "flaky", "kubernetes (>=18.20.0)", "mock", "opentelemetry-test-utils (>=0.33b0)", "prometheus-api-client (>=0.5.1)", "psutil", "pytest", "pytest-asyncio", "pytest-cov (==3.0.0)", "pytest-custom-exit-code", "pytest-kind (==22.11.1)", "pytest-lazy-fixture", "pytest-mock", "pytest-repeat", "pytest-reraise", "pytest-timeout", "requests-mock", "scipy (>=1.6.1)"]
+test = ["Pillow", "black (==22.3.0)", "coverage (==6.2)", "flaky", "kubernetes (>=18.20.0)", "mock", "psutil", "pytest", "pytest-asyncio", "pytest-cov", "pytest-custom_exit_code", "pytest-kind (==21.1.3)", "pytest-lazy-fixture", "pytest-mock", "pytest-repeat", "pytest-reraise", "pytest-timeout", "requests-mock", "scipy (>=1.6.1)"]
 torch = ["torch"]
-urllib3 = ["urllib3 (<2.0.0)"]
-uvicorn-standard- = ["uvicorn[standard]"]
+"uvicorn[standard" = ["uvicorn[standard]"]
 uvloop = ["uvloop"]
-watchfiles = ["watchfiles (>=0.18.0)"]
 websockets = ["websockets"]
 
 [[package]]
@@ -3317,13 +3363,13 @@ full = ["aiohttp", "black (==22.3.0)", "docker", "filelock", "flake8 (==4.0.1)",
 
 [[package]]
 name = "jinja2"
-version = "3.1.2"
+version = "3.1.3"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
-    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
+    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
 ]
 
 [package.dependencies]
@@ -3498,13 +3544,13 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.7.0"
+version = "5.7.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.7.0-py3-none-any.whl", hash = "sha256:16eea462f7dad23ba9f86542bdf17f830804e2028eb48d609b6134d91681e983"},
-    {file = "jupyter_core-5.7.0.tar.gz", hash = "sha256:cb8d3ed92144d2463a3c5664fdd686a3f0c1442ea45df8babb1c1a9e6333fe03"},
+    {file = "jupyter_core-5.7.1-py3-none-any.whl", hash = "sha256:c65c82126453a723a2804aa52409930434598fd9d35091d63dfb919d2b765bb7"},
+    {file = "jupyter_core-5.7.1.tar.gz", hash = "sha256:de61a9d7fc71240f688b2fb5ab659fbb56979458dc66a71decd098e03c79e218"},
 ]
 
 [package.dependencies]
@@ -3518,13 +3564,13 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "kombu"
-version = "5.3.4"
+version = "5.3.5"
 description = "Messaging library for Python."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "kombu-5.3.4-py3-none-any.whl", hash = "sha256:63bb093fc9bb80cfb3a0972336a5cec1fa7ac5f9ef7e8237c6bf8dda9469313e"},
-    {file = "kombu-5.3.4.tar.gz", hash = "sha256:0bb2e278644d11dea6272c17974a3dbb9688a949f3bb60aeb5b791329c44fadc"},
+    {file = "kombu-5.3.5-py3-none-any.whl", hash = "sha256:0eac1bbb464afe6fb0924b21bf79460416d25d8abc52546d4f16cad94f789488"},
+    {file = "kombu-5.3.5.tar.gz", hash = "sha256:30e470f1a6b49c70dc6f6d13c3e4cc4e178aa6c469ceb6bcd55645385fc84b93"},
 ]
 
 [package.dependencies]
@@ -3549,6 +3595,32 @@ sqs = ["boto3 (>=1.26.143)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"]
 yaml = ["PyYAML (>=3.10)"]
 zookeeper = ["kazoo (>=2.8.0)"]
 
+[[package]]
+name = "kubernetes"
+version = "29.0.0"
+description = "Kubernetes python client"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "kubernetes-29.0.0-py2.py3-none-any.whl", hash = "sha256:ab8cb0e0576ccdfb71886366efb102c6a20f268d817be065ce7f9909c631e43e"},
+    {file = "kubernetes-29.0.0.tar.gz", hash = "sha256:c4812e227ae74d07d53c88293e564e54b850452715a59a927e7e1bc6b9a60459"},
+]
+
+[package.dependencies]
+certifi = ">=14.05.14"
+google-auth = ">=1.0.1"
+oauthlib = ">=3.2.2"
+python-dateutil = ">=2.5.3"
+pyyaml = ">=5.4.1"
+requests = "*"
+requests-oauthlib = "*"
+six = ">=1.9.0"
+urllib3 = ">=1.24.2"
+websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0"
+
+[package.extras]
+adal = ["adal (>=1.0.2)"]
+
 [[package]]
 name = "langchain"
 version = "0.0.354"
@@ -3591,19 +3663,19 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.0.9"
+version = "0.0.12"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain_community-0.0.9-py3-none-any.whl", hash = "sha256:21e1f96c776541255b7067f32aafbf065f78a33be8f0e2660080ddc3e9ed48b7"},
-    {file = "langchain_community-0.0.9.tar.gz", hash = "sha256:b14f10b249fd61b0b8e3d2896f85c2d577eb4a5e2ae01291e2a4ebbe1bb3c370"},
+    {file = "langchain_community-0.0.12-py3-none-any.whl", hash = "sha256:13b988afaa24e570d2b9992aecccb2fe36d9c33feafd9804f3066dc2ff042d4d"},
+    {file = "langchain_community-0.0.12.tar.gz", hash = "sha256:7cfe36c52b1fb86c1095d4dec0cf466a1c752a7446104e8b39cf0f70512a4851"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain-core = ">=0.1.7,<0.2"
+langchain-core = ">=0.1.9,<0.2"
 langsmith = ">=0.0.63,<0.1.0"
 numpy = ">=1,<2"
 PyYAML = ">=5.3"
@@ -3617,13 +3689,13 @@ extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.
 
 [[package]]
 name = "langchain-core"
-version = "0.1.7"
+version = "0.1.10"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain_core-0.1.7-py3-none-any.whl", hash = "sha256:c66327dbb4b7d4ab911556aa0511ebf4f40801ad66d98778fb5566dba45b0091"},
-    {file = "langchain_core-0.1.7.tar.gz", hash = "sha256:c05211a309721d67aa5a681c946a2f010e14632a2bea3728da0a30a2534efa9e"},
+    {file = "langchain_core-0.1.10-py3-none-any.whl", hash = "sha256:d89952f6d0766cfc88d9f1e25b84d56f8d7bd63a45ad8ec1a9a038c9b49df16d"},
+    {file = "langchain_core-0.1.10.tar.gz", hash = "sha256:3c9e1383264c102fcc6f865700dbb9416c4931a25d0ac2195f6311c6b867aa17"},
 ]
 
 [package.dependencies]
@@ -3714,13 +3786,13 @@ langchain = ["langchain (>=0.0.309)"]
 
 [[package]]
 name = "langsmith"
-version = "0.0.77"
+version = "0.0.80"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langsmith-0.0.77-py3-none-any.whl", hash = "sha256:750c0aa9177240c64e131d831e009ed08dd59038f7cabbd0bbcf62ccb7c8dcac"},
-    {file = "langsmith-0.0.77.tar.gz", hash = "sha256:c4c8d3a96ad8671a41064f3ccc673e2e22a4153e823b19f915c9c9b8a4f33a2c"},
+    {file = "langsmith-0.0.80-py3-none-any.whl", hash = "sha256:dee1c6ef9e8241b82a8851926624269954d0ff8e22d82e32e73455f387f4e245"},
+    {file = "langsmith-0.0.80.tar.gz", hash = "sha256:6d22ee07eb41c65b3f5166b20041a026714952497d9e80d5be6879d3a5c14d84"},
 ]
 
 [package.dependencies]
@@ -3746,12 +3818,12 @@ regex = ["regex"]
 
 [[package]]
 name = "llama-cpp-python"
-version = "0.2.27"
+version = "0.2.29"
 description = "Python bindings for the llama.cpp library"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "llama_cpp_python-0.2.27.tar.gz", hash = "sha256:4f7228c38d0618ec80a76130ab4720693ea09efd5cd46920e075cadf00e6d060"},
+    {file = "llama_cpp_python-0.2.29.tar.gz", hash = "sha256:95d6eeba61f1a65beee57377d1e3bd451f0b7bcc76e2e5ec836014b278be1658"},
 ]
 
 [package.dependencies]
@@ -3767,13 +3839,13 @@ test = ["httpx (>=0.24.1)", "pytest (>=7.4.0)", "scipy (>=1.10)"]
 
 [[package]]
 name = "llama-index"
-version = "0.9.26"
+version = "0.9.31"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "llama_index-0.9.26-py3-none-any.whl", hash = "sha256:2c865e6dd17f3f66bf8e51a8380033308e0eb053c5e76a6bbe6f0ac4e9da9edd"},
-    {file = "llama_index-0.9.26.tar.gz", hash = "sha256:9ba0a63984abff6c0f57ae82ff55c32a7715bcb4c3a0970f7dea6ddf20f6de77"},
+    {file = "llama_index-0.9.31-py3-none-any.whl", hash = "sha256:b5a2394ac1463a687df7d37233abfc69924c0441b3984423e6f1653bcb1a3a59"},
+    {file = "llama_index-0.9.31.tar.gz", hash = "sha256:1a3018ab9aa05f7ef217c9dc6d95117cd9146f8211023e866da0b113c5b75b9f"},
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 [package.dependencies]
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 fsspec = ">=2023.5.0"
 httpx = "*"
 nest-asyncio = ">=1.5.8,<2.0.0"
+networkx = ">=3.0"
 nltk = ">=3.8.1,<4.0.0"
 numpy = "*"
 openai = ">=1.1.0"
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 [package.extras]
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 [[package]]
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 [package.dependencies]
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 tests = ["pytest", "pytz", "simplejson"]
 
 [[package]]
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 [package.dependencies]
 requests = "*"
 
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+    {file = "mmh3-4.1.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:aa1f13e94b8631c8cd53259250556edcf1de71738936b60febba95750d9632bd"},
+    {file = "mmh3-4.1.0-cp39-cp39-win32.whl", hash = "sha256:a3b680b471c181490cf82da2142029edb4298e1bdfcb67c76922dedef789868d"},
+    {file = "mmh3-4.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:fefef92e9c544a8dbc08f77a8d1b6d48006a750c4375bbcd5ff8199d761e263b"},
+    {file = "mmh3-4.1.0-cp39-cp39-win_arm64.whl", hash = "sha256:8e2c1f6a2b41723a4f82bd5a762a777836d29d664fc0095f17910bea0adfd4a6"},
+    {file = "mmh3-4.1.0.tar.gz", hash = "sha256:a1cf25348b9acd229dda464a094d6170f47d2850a1fcb762a3b6172d2ce6ca4a"},
+]
+
+[package.extras]
+test = ["mypy (>=1.0)", "pytest (>=7.0.0)"]
+
 [[package]]
 name = "monotonic"
 version = "1.6"
@@ -4408,13 +4573,13 @@ files = [
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.8"
+version = "1.5.9"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "nest_asyncio-1.5.8-py3-none-any.whl", hash = "sha256:accda7a339a70599cb08f9dd09a67e0c2ef8d8d6f4c07f96ab203f2ae254e48d"},
-    {file = "nest_asyncio-1.5.8.tar.gz", hash = "sha256:25aa2ca0d2a5b5531956b9e273b45cf664cae2b145101d73b86b199978d48fdb"},
+    {file = "nest_asyncio-1.5.9-py3-none-any.whl", hash = "sha256:61ec07ef052e72e3de22045b81b2cc7d71fceb04c568ba0b2e4b2f9f5231bec2"},
+    {file = "nest_asyncio-1.5.9.tar.gz", hash = "sha256:d1e1144e9c6e3e6392e0fcf5211cb1c8374b5648a98f1ebe48e5336006b41907"},
 ]
 
 [[package]]
@@ -4687,6 +4852,22 @@ files = [
     {file = "nvidia_nvtx_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:65f4d98982b31b60026e0e6de73fbdfc09d08a96f4656dd3665ca616a11e1e82"},
 ]
 
+[[package]]
+name = "oauthlib"
+version = "3.2.2"
+description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"},
+    {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"},
+]
+
+[package.extras]
+rsa = ["cryptography (>=3.0.0)"]
+signals = ["blinker (>=1.4.0)"]
+signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+
 [[package]]
 name = "olefile"
 version = "0.46"
@@ -4762,13 +4943,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.6.1"
+version = "1.7.2"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.6.1-py3-none-any.whl", hash = "sha256:bc9f774838d67ac29fb24cdeb2d58faf57de8b311085dcd1348f7aa02a96c7ee"},
-    {file = "openai-1.6.1.tar.gz", hash = "sha256:d553ca9dbf9486b08e75b09e8671e4f638462aaadccfced632bf490fc3d75fa2"},
+    {file = "openai-1.7.2-py3-none-any.whl", hash = "sha256:8f41b90a762f5fd9d182b45851041386fed94c8ad240a70abefee61a68e0ef53"},
+    {file = "openai-1.7.2.tar.gz", hash = "sha256:c73c78878258b07f1b468b0602c6591f25a1478f49ecb90b9bd44b7cc80bce73"},
 ]
 
 [package.dependencies]
@@ -4798,21 +4979,6 @@ files = [
 deprecated = ">=1.2.6"
 importlib-metadata = ">=6.0,<7.0"
 
-[[package]]
-name = "opentelemetry-exporter-otlp"
-version = "1.22.0"
-description = "OpenTelemetry Collector Exporters"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "opentelemetry_exporter_otlp-1.22.0-py3-none-any.whl", hash = "sha256:cb03a1cbf300e12b47690858be13dd26fe2f60b2610204959f3497cd6645e3a1"},
-    {file = "opentelemetry_exporter_otlp-1.22.0.tar.gz", hash = "sha256:309a7d4dc67602801f15818e110ce452e78989886aaab5d37e7cf7f55f1d3d27"},
-]
-
-[package.dependencies]
-opentelemetry-exporter-otlp-proto-grpc = "1.22.0"
-opentelemetry-exporter-otlp-proto-http = "1.22.0"
-
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
 version = "1.22.0"
@@ -4852,46 +5018,6 @@ opentelemetry-sdk = ">=1.22.0,<1.23.0"
 [package.extras]
 test = ["pytest-grpc"]
 
-[[package]]
-name = "opentelemetry-exporter-otlp-proto-http"
-version = "1.22.0"
-description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "opentelemetry_exporter_otlp_proto_http-1.22.0-py3-none-any.whl", hash = "sha256:e002e842190af45b91dc55a97789d0b98e4308c88d886b16049ee90e17a4d396"},
-    {file = "opentelemetry_exporter_otlp_proto_http-1.22.0.tar.gz", hash = "sha256:79ed108981ec68d5f7985355bca32003c2f3a5be1534a96d62d5861b758a82f4"},
-]
-
-[package.dependencies]
-backoff = {version = ">=1.10.0,<3.0.0", markers = "python_version >= \"3.7\""}
-deprecated = ">=1.2.6"
-googleapis-common-protos = ">=1.52,<2.0"
-opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.22.0"
-opentelemetry-proto = "1.22.0"
-opentelemetry-sdk = ">=1.22.0,<1.23.0"
-requests = ">=2.7,<3.0"
-
-[package.extras]
-test = ["responses (==0.22.0)"]
-
-[[package]]
-name = "opentelemetry-exporter-prometheus"
-version = "1.12.0rc1"
-description = "Prometheus Metric Exporter for OpenTelemetry"
-optional = false
-python-versions = ">=3.6"
-files = [
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-
-[package.dependencies]
-opentelemetry-api = ">=1.10.0"
-opentelemetry-sdk = ">=1.10.0"
-prometheus-client = ">=0.5.0,<1.0.0"
-
 [[package]]
 name = "opentelemetry-instrumentation"
 version = "0.43b0"
@@ -4907,27 +5033,6 @@ opentelemetry-api = ">=1.4,<2.0"
 setuptools = ">=16.0"
 wrapt = ">=1.0.0,<2.0.0"
 
-[[package]]
-name = "opentelemetry-instrumentation-aiohttp-client"
-version = "0.43b0"
-description = "OpenTelemetry aiohttp client instrumentation"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
-[package.dependencies]
-opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.43b0"
-opentelemetry-semantic-conventions = "0.43b0"
-opentelemetry-util-http = "0.43b0"
-wrapt = ">=1.0.0,<2.0.0"
-
-[package.extras]
-instruments = ["aiohttp (>=3.0,<4.0)"]
-test = ["http-server-mock", "opentelemetry-instrumentation-aiohttp-client[instruments]"]
-
 [[package]]
 name = "opentelemetry-instrumentation-asgi"
 version = "0.43b0"
@@ -4972,28 +5077,6 @@ opentelemetry-util-http = "0.43b0"
 instruments = ["fastapi (>=0.58,<1.0)"]
 test = ["httpx (>=0.22,<1.0)", "opentelemetry-instrumentation-fastapi[instruments]", "opentelemetry-test-utils (==0.43b0)", "requests (>=2.23,<3.0)"]
 
-[[package]]
-name = "opentelemetry-instrumentation-grpc"
-version = "0.43b0"
-description = "OpenTelemetry gRPC instrumentation"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "opentelemetry_instrumentation_grpc-0.43b0-py3-none-any.whl", hash = "sha256:b028870c9e5d2c6ad0a94ff7781975f4217351626f19b7bce6706a3823eff0d8"},
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-
-[package.dependencies]
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-opentelemetry-instrumentation = "0.43b0"
-opentelemetry-sdk = ">=1.12,<2.0"
-opentelemetry-semantic-conventions = "0.43b0"
-wrapt = ">=1.0.0,<2.0.0"
-
-[package.extras]
-instruments = ["grpcio (>=1.27,<2.0)"]
-test = ["opentelemetry-instrumentation-grpc[instruments]", "opentelemetry-sdk (>=1.12,<2.0)", "opentelemetry-test-utils (==0.43b0)", "protobuf (>=3.13,<4.0)"]
-
 [[package]]
 name = "opentelemetry-proto"
 version = "1.22.0"
@@ -5460,13 +5543,13 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "postgrest"
-version = "0.13.1"
+version = "0.15.0"
 description = "PostgREST client for Python. This library provides an ORM interface to PostgREST."
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "postgrest-0.13.1-py3-none-any.whl", hash = "sha256:d84533c48b37c05f95aacd4c4a5c211f2ae30e7e4f42b21374f2f6ebe622ca19"},
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+    {file = "postgrest-0.15.0.tar.gz", hash = "sha256:2e6b4b2b721be2c4e2dbc8de49f8b6a8ed74663b3b0f6b04976c04e222b283cb"},
 ]
 
 [package.dependencies]
@@ -5477,13 +5560,13 @@ strenum = ">=0.4.9,<0.5.0"
 
 [[package]]
 name = "posthog"
-version = "3.1.0"
+version = "3.3.1"
 description = "Integrate PostHog into any python application."
 optional = false
 python-versions = "*"
 files = [
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+    {file = "posthog-3.3.1.tar.gz", hash = "sha256:252cb6ab5cbe7ff002753f34fb647721b3af75034b4a5a631317ebf3db58fe59"},
 ]
 
 [package.dependencies]
@@ -5545,33 +5628,22 @@ testing = ["google-api-core[grpc] (>=1.31.5)"]
 
 [[package]]
 name = "protobuf"
-version = "3.20.3"
-description = "Protocol Buffers"
+version = "4.25.2"
+description = ""
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -5604,13 +5676,13 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
 [[package]]
 name = "psycopg"
-version = "3.1.16"
+version = "3.1.17"
 description = "PostgreSQL database adapter for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "psycopg-3.1.16-py3-none-any.whl", hash = "sha256:0bfe9741f4fb1c8115cadd8fe832fa91ac277e81e0652ff7fa1400f0ef0f59ba"},
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 [[package]]
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 [[package]]
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 [package.dependencies]
@@ -5954,6 +6026,7 @@ termcolor = "*"
 tiktoken = "*"
 
 [package.extras]
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 blendsearch = ["flaml[blendsearch]"]
 graphs = ["matplotlib (>=3.8.1,<3.9.0)", "networkx (>=3.2.1,<3.3.0)"]
 lmm = ["pillow", "replicate"]
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 ]
 
 [[package]]
@@ -6324,6 +6397,20 @@ files = [
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 ]
 
+[[package]]
+name = "pyproject-hooks"
+version = "1.0.0"
+description = "Wrappers to call pyproject.toml-based build backend hooks."
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
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+[package.dependencies]
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "pyreadline3"
 version = "3.4.1"
@@ -7082,6 +7169,24 @@ 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-oauthlib"
+version = "1.3.1"
+description = "OAuthlib authentication support for Requests."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
 [[package]]
 name = "rich"
 version = "13.7.0"
@@ -7145,28 +7250,28 @@ msg-parse = ["extract-msg (>=0.27)"]
 
 [[package]]
 name = "ruff"
-version = "0.1.11"
+version = "0.1.13"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -7749,19 +7854,19 @@ test = ["pylint", "pytest", "pytest-black", "pytest-cov", "pytest-pylint"]
 
 [[package]]
 name = "supabase"
-version = "2.3.1"
+version = "2.3.4"
 description = "Supabase client for Python."
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "supabase-2.3.1-py3-none-any.whl", hash = "sha256:ea2fee6c9fccdb323faa42e33db38290b842a474e6f6358722b8ce906f8ef8e3"},
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+    {file = "supabase-2.3.4.tar.gz", hash = "sha256:2a19b2de2bc1571213658cd1239c2f2b01ddc188e64afcbb9dd46336df4b817f"},
 ]
 
 [package.dependencies]
 gotrue = ">=1.3,<3.0"
 httpx = ">=0.24,<0.26"
-postgrest = ">=0.10.8,<0.14.0"
+postgrest = ">=0.10.8,<0.16.0"
 realtime = ">=1.0.0,<2.0.0"
 storage3 = ">=0.5.3,<0.8.0"
 supafunc = ">=0.3.1,<0.4.0"
@@ -8584,13 +8689,13 @@ xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "unstructured-client"
-version = "0.15.1"
+version = "0.15.2"
 description = "Python Client SDK for Unstructured API"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "unstructured-client-0.15.1.tar.gz", hash = "sha256:6769871507b80f8ab37114eb0e7289aec9b80204cc22e5de8bcbb07c02d43e19"},
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+    {file = "unstructured-client-0.15.2.tar.gz", hash = "sha256:47a80d90abf214c0b695812ec5ef982d08b8ed7ffa84bc76cd208f8ddec9ba4c"},
+    {file = "unstructured_client-0.15.2-py3-none-any.whl", hash = "sha256:0476ecc86a26709c768c4b03116e446646b192942e5dc6620a0e3845e0e28efc"},
 ]
 
 [package.dependencies]
@@ -8842,22 +8947,39 @@ files = [
 
 [[package]]
 name = "weaviate-client"
-version = "3.26.0"
+version = "4.4b6"
 description = "A python native Weaviate client"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "weaviate-client-4.4b6.tar.gz", hash = "sha256:40b4ba7f3300ba537566697ed806b34cefb559285acbd4f0c2602dc71e5794e3"},
+    {file = "weaviate_client-4.4b6-py3-none-any.whl", hash = "sha256:abb6140071ae83c4987176ae928328ad367eedccf7f2d06cb733d12a50ab445e"},
 ]
 
 [package.dependencies]
 authlib = ">=1.2.1,<2.0.0"
+grpcio = ">=1.57.0,<2.0.0"
+grpcio-health-checking = ">=1.57.0,<2.0.0"
+grpcio-tools = ">=1.57.0,<2.0.0"
+pydantic = ">=2.1.1,<3.0.0"
 requests = ">=2.30.0,<3.0.0"
 validators = ">=0.21.2,<1.0.0"
 
+[[package]]
+name = "websocket-client"
+version = "1.7.0"
+description = "WebSocket client for Python with low level API options"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "websocket-client-1.7.0.tar.gz", hash = "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6"},
+    {file = "websocket_client-1.7.0-py3-none-any.whl", hash = "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"},
+]
+
 [package.extras]
-grpc = ["grpcio (>=1.57.0,<2.0.0)", "grpcio-tools (>=1.57.0,<2.0.0)"]
+docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
+optional = ["python-socks", "wsaccel"]
+test = ["websockets"]
 
 [[package]]
 name = "websockets"
@@ -9278,4 +9400,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.11"
-content-hash = "380c300a4aee763dbd4cf33c3c0cab3509c69af9605f98622a6429d884c8d3af"
+content-hash = "64f2c09d9343730423866788339c25c3b4aa6411e6ee3c502f26729deb4ce18a"
diff --git a/pyproject.toml b/pyproject.toml
index a7a77fdb5..bc40323f6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,7 @@ tiktoken = "~0.5.0"
 wikipedia = "^1.4.0"
 qdrant-client = "^1.7.0"
 websockets = "^10.3"
-weaviate-client = "^3.26.0"
+weaviate-client = "^4.0.0"
 jina = "*"
 sentence-transformers = { version = "^2.2.2", optional = true }
 ctransformers = { version = "^0.2.10", optional = true }

From 66ebaa80ebd79b3e80dc2dfa0107d16548a73996 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 15 Jan 2024 19:25:19 -0300
Subject: [PATCH 22/48] Update langflow version to 0.6.5a4

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

diff --git a/pyproject.toml b/pyproject.toml
index bc40323f6..f25084ee9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.5a3"
+version = "0.6.5a4"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 6b5d51016ad4e99f962510e34ba1a495ee079661 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 15 Jan 2024 23:29:57 -0300
Subject: [PATCH 23/48] Fix LangflowApplication initialization

---
 src/backend/langflow/__main__.py | 2 +-
 src/backend/langflow/server.py   | 5 ++---
 2 files changed, 3 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index c1644c088..8e12a3cf9 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -305,7 +305,7 @@ def run_langflow(host, port, log_level, options, app):
         else:
             from langflow.server import LangflowApplication
 
-            LangflowApplication(options).run()
+            LangflowApplication(app, options).run()
     except KeyboardInterrupt:
         logger.info("Shutting down server")
         sys.exit(0)
diff --git a/src/backend/langflow/server.py b/src/backend/langflow/server.py
index 4f566af3e..9fe432744 100644
--- a/src/backend/langflow/server.py
+++ b/src/backend/langflow/server.py
@@ -2,12 +2,11 @@ from gunicorn.app.base import BaseApplication  # type: ignore
 
 
 class LangflowApplication(BaseApplication):
-    def __init__(self, options=None):
+    def __init__(self, app, options=None):
         self.options = options or {}
-        from langflow.main import create_app
 
         self.options["worker_class"] = "uvicorn.workers.UvicornWorker"
-        self.application = create_app()
+        self.application = app
         super().__init__()
 
     def load_config(self):

From 7d43b7822fe217e48d75af0fe6bfdd4e6ca85c72 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 15 Jan 2024 23:30:58 -0300
Subject: [PATCH 24/48] Update cohere version to 4.44 and weaviate-client
 version to ^4.4b6

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 3ccf81080..9cc212524 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -974,13 +974,13 @@ testing = ["pytest (>=7.2.1)", "pytest-cov (>=4.0.0)", "tox (>=4.4.3)"]
 
 [[package]]
 name = "cohere"
-version = "4.43"
+version = "4.44"
 description = "Python SDK for the Cohere API"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "cohere-4.43-py3-none-any.whl", hash = "sha256:ddedf89f759cdf1c2addbcfa36cc3f7cf505c5b1124c0b78777b9f7d835dcab8"},
-    {file = "cohere-4.43.tar.gz", hash = "sha256:540b14e660eda547a7d1adf3f432edfad7c3f1dddc2a19975081a88888287dd1"},
+    {file = "cohere-4.44-py3-none-any.whl", hash = "sha256:a6d01d579dcd43ef98ce1886b55e00a308d40332eafc1da4bf56526c81d6ff73"},
+    {file = "cohere-4.44.tar.gz", hash = "sha256:06d9d056ed9b40f152d9551ca547a20ed08410e2e43488ba174e9025cf09746b"},
 ]
 
 [package.dependencies]
@@ -9400,4 +9400,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.11"
-content-hash = "64f2c09d9343730423866788339c25c3b4aa6411e6ee3c502f26729deb4ce18a"
+content-hash = "19c6501f1567e95376c7482fe4c589c3fbde90a0e3bb7eaa37181f4ca701ee98"
diff --git a/pyproject.toml b/pyproject.toml
index f25084ee9..49958a42d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,7 @@ tiktoken = "~0.5.0"
 wikipedia = "^1.4.0"
 qdrant-client = "^1.7.0"
 websockets = "^10.3"
-weaviate-client = "^4.0.0"
+weaviate-client = { version = "^4.4b6", allow-prereleases = true }
 jina = "*"
 sentence-transformers = { version = "^2.2.2", optional = true }
 ctransformers = { version = "^0.2.10", optional = true }

From aeb1a748fb22e15f7772226ee8fd5cf104b9c001 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 15 Jan 2024 23:36:36 -0300
Subject: [PATCH 25/48] Update version to 0.6.5a5 in pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index 49958a42d..824f57c0a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.5a4"
+version = "0.6.5a5"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 8cb4fe9f5f05f0e1a9b84c5e15c258bfbec0e2e9 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 16 Jan 2024 23:13:09 -0300
Subject: [PATCH 26/48] Add primary key and unique constraints to user, apikey,
 and flow tables

---
 .../alembic/versions/260dbcc8b680_adds_tables.py   | 14 +++++++-------
 .../versions/2ac71eb9c3ae_adds_credential_table.py |  2 +-
 ...7d2162acc8b2_adds_updated_at_and_folder_cols.py |  6 +++---
 .../eb5866d51fd2_change_columns_to_be_nullable.py  |  6 +++---
 4 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/src/backend/langflow/alembic/versions/260dbcc8b680_adds_tables.py b/src/backend/langflow/alembic/versions/260dbcc8b680_adds_tables.py
index 729e1898f..48c56e90d 100644
--- a/src/backend/langflow/alembic/versions/260dbcc8b680_adds_tables.py
+++ b/src/backend/langflow/alembic/versions/260dbcc8b680_adds_tables.py
@@ -60,8 +60,8 @@ def upgrade() -> None:
             sa.Column("create_at", sa.DateTime(), nullable=False),
             sa.Column("updated_at", sa.DateTime(), nullable=False),
             sa.Column("last_login_at", sa.DateTime(), nullable=True),
-            sa.PrimaryKeyConstraint("id"),
-            sa.UniqueConstraint("id"),
+            sa.PrimaryKeyConstraint("id", name="pk_user"),
+            sa.UniqueConstraint("id", name="uq_user_id"),
         )
         with op.batch_alter_table("user", schema=None) as batch_op:
             batch_op.create_index(
@@ -83,8 +83,8 @@ def upgrade() -> None:
                 ["user_id"],
                 ["user.id"],
             ),
-            sa.PrimaryKeyConstraint("id"),
-            sa.UniqueConstraint("id"),
+            sa.PrimaryKeyConstraint("id", name="pk_apikey"),
+            sa.UniqueConstraint("id", name="uq_apikey_id"),
         )
         with op.batch_alter_table("apikey", schema=None) as batch_op:
             batch_op.create_index(
@@ -106,8 +106,8 @@ def upgrade() -> None:
                 ["user_id"],
                 ["user.id"],
             ),
-            sa.PrimaryKeyConstraint("id"),
-            sa.UniqueConstraint("id"),
+            sa.PrimaryKeyConstraint("id", name="pk_flow"),
+            sa.UniqueConstraint("id", name="uq_flow_id"),
         )
     # Conditionally create indices for 'flow' table
     # if _alembic_tmp_flow exists, then we need to drop it first
@@ -145,7 +145,7 @@ def upgrade() -> None:
 def downgrade() -> None:
     # ### commands auto generated by Alembic - please adjust! ###
 
-    conn = op.get_bind() 
+    conn = op.get_bind()
     inspector = Inspector.from_engine(conn)  # type: ignore
     # List existing tables
     existing_tables = inspector.get_table_names()
diff --git a/src/backend/langflow/alembic/versions/2ac71eb9c3ae_adds_credential_table.py b/src/backend/langflow/alembic/versions/2ac71eb9c3ae_adds_credential_table.py
index 3f974dc04..351b3d8f1 100644
--- a/src/backend/langflow/alembic/versions/2ac71eb9c3ae_adds_credential_table.py
+++ b/src/backend/langflow/alembic/versions/2ac71eb9c3ae_adds_credential_table.py
@@ -29,7 +29,7 @@ def upgrade() -> None:
         sa.Column('id', sqlmodel.sql.sqltypes.GUID(), nullable=False),
         sa.Column('created_at', sa.DateTime(), nullable=False),
         sa.Column('updated_at', sa.DateTime(), nullable=True),
-        sa.PrimaryKeyConstraint('id')
+        sa.PrimaryKeyConstraint('id', name=op.f('pk_credential')),
         )
     except Exception:
         pass
diff --git a/src/backend/langflow/alembic/versions/7d2162acc8b2_adds_updated_at_and_folder_cols.py b/src/backend/langflow/alembic/versions/7d2162acc8b2_adds_updated_at_and_folder_cols.py
index f8280053b..ddf8c67f2 100644
--- a/src/backend/langflow/alembic/versions/7d2162acc8b2_adds_updated_at_and_folder_cols.py
+++ b/src/backend/langflow/alembic/versions/7d2162acc8b2_adds_updated_at_and_folder_cols.py
@@ -67,8 +67,8 @@ def downgrade() -> None:
         sa.Column('flow_id', sa.CHAR(length=32), nullable=True),
         sa.Column('id', sa.CHAR(length=32), nullable=False),
         sa.ForeignKeyConstraint(['flow_id'], ['flow.id'], ),
-        sa.PrimaryKeyConstraint('id'),
-        sa.UniqueConstraint('id')
+        sa.PrimaryKeyConstraint('id', name=op.f('pk_flowstyle'))
+        sa.UniqueConstraint('id', name=op.f('uq_flowstyle_id'))
         )
         op.create_table('component',
         sa.Column('id', sa.CHAR(length=32), nullable=False),
@@ -81,7 +81,7 @@ def downgrade() -> None:
         sa.Column('is_read_only', sa.BOOLEAN(), nullable=False),
         sa.Column('create_at', sa.DATETIME(), nullable=False),
         sa.Column('update_at', sa.DATETIME(), nullable=False),
-        sa.PrimaryKeyConstraint('id')
+        sa.PrimaryKeyConstraint('id', name=op.f('pk_component'))
         )
 
         with op.batch_alter_table('component', schema=None) as batch_op:
diff --git a/src/backend/langflow/alembic/versions/eb5866d51fd2_change_columns_to_be_nullable.py b/src/backend/langflow/alembic/versions/eb5866d51fd2_change_columns_to_be_nullable.py
index 080602358..a92f3d7b2 100644
--- a/src/backend/langflow/alembic/versions/eb5866d51fd2_change_columns_to_be_nullable.py
+++ b/src/backend/langflow/alembic/versions/eb5866d51fd2_change_columns_to_be_nullable.py
@@ -57,7 +57,7 @@ def downgrade() -> None:
             sa.Column("is_read_only", sa.BOOLEAN(), nullable=False),
             sa.Column("create_at", sa.DATETIME(), nullable=False),
             sa.Column("update_at", sa.DATETIME(), nullable=False),
-            sa.PrimaryKeyConstraint("id"),
+            sa.PrimaryKeyConstraint("id", name="pk_component"),
         )
         with op.batch_alter_table("component", schema=None) as batch_op:
             batch_op.create_index("ix_component_name", ["name"], unique=False)
@@ -78,8 +78,8 @@ def downgrade() -> None:
                 ["flow_id"],
                 ["flow.id"],
             ),
-            sa.PrimaryKeyConstraint("id"),
-            sa.UniqueConstraint("id"),
+            sa.PrimaryKeyConstraint("id", name="pk_flowstyle"),
+            sa.UniqueConstraint("id", name="uq_flowstyle_id"),
         )
     except Exception:
         pass

From 490a9ef38c12b4b34a941538da0cbf49eb51a880 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 16 Jan 2024 23:14:25 -0300
Subject: [PATCH 27/48] Update version number in pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index 824f57c0a..b2a04b277 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.5a5"
+version = "0.6.5a6"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From fa55e98a0ba5eb8bea6e035d19aede90d546ab6f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 17 Jan 2024 07:07:45 -0300
Subject: [PATCH 28/48] Fix unique constraints and column nullability

---
 .../versions/006b3990db50_add_unique_constraints.py  |  6 ++++--
 .../versions/2ac71eb9c3ae_adds_credential_table.py   |  8 +++++---
 .../alembic/versions/7843803a87b5_store_updates.py   |  3 ++-
 .../7d2162acc8b2_adds_updated_at_and_folder_cols.py  |  7 +++----
 .../eb5866d51fd2_change_columns_to_be_nullable.py    | 12 ++++++++----
 .../f5ee9749d1a6_user_id_can_be_null_in_flow.py      | 10 +++++-----
 .../versions/fd531f8868b1_fix_credential_table.py    |  6 ++++--
 7 files changed, 31 insertions(+), 21 deletions(-)

diff --git a/src/backend/langflow/alembic/versions/006b3990db50_add_unique_constraints.py b/src/backend/langflow/alembic/versions/006b3990db50_add_unique_constraints.py
index 692dc0413..dd3ccbe32 100644
--- a/src/backend/langflow/alembic/versions/006b3990db50_add_unique_constraints.py
+++ b/src/backend/langflow/alembic/versions/006b3990db50_add_unique_constraints.py
@@ -27,7 +27,8 @@ def upgrade() -> None:
 
         with op.batch_alter_table('user', schema=None) as batch_op:
             batch_op.create_unique_constraint('uq_user_id', ['id'])
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
 
     # ### end Alembic commands ###
@@ -44,6 +45,7 @@ def downgrade() -> None:
 
         with op.batch_alter_table('apikey', schema=None) as batch_op:
             batch_op.drop_constraint('uq_apikey_id', type_='unique')
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
     # ### end Alembic commands ###
diff --git a/src/backend/langflow/alembic/versions/2ac71eb9c3ae_adds_credential_table.py b/src/backend/langflow/alembic/versions/2ac71eb9c3ae_adds_credential_table.py
index 351b3d8f1..1ac3e1a13 100644
--- a/src/backend/langflow/alembic/versions/2ac71eb9c3ae_adds_credential_table.py
+++ b/src/backend/langflow/alembic/versions/2ac71eb9c3ae_adds_credential_table.py
@@ -29,9 +29,10 @@ def upgrade() -> None:
         sa.Column('id', sqlmodel.sql.sqltypes.GUID(), nullable=False),
         sa.Column('created_at', sa.DateTime(), nullable=False),
         sa.Column('updated_at', sa.DateTime(), nullable=True),
-        sa.PrimaryKeyConstraint('id', name=op.f('pk_credential')),
+        sa.PrimaryKeyConstraint('id'),
         )
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
     # ### end Alembic commands ###
 
@@ -40,6 +41,7 @@ def downgrade() -> None:
     # ### commands auto generated by Alembic - please adjust! ###
     try:
         op.drop_table('credential')
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
     # ### end Alembic commands ###
diff --git a/src/backend/langflow/alembic/versions/7843803a87b5_store_updates.py b/src/backend/langflow/alembic/versions/7843803a87b5_store_updates.py
index 54c418943..e0b844b61 100644
--- a/src/backend/langflow/alembic/versions/7843803a87b5_store_updates.py
+++ b/src/backend/langflow/alembic/versions/7843803a87b5_store_updates.py
@@ -45,6 +45,7 @@ def downgrade() -> None:
 
         with op.batch_alter_table("flow", schema=None) as batch_op:
             batch_op.drop_column("is_component")
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
     # ### end Alembic commands ###
diff --git a/src/backend/langflow/alembic/versions/7d2162acc8b2_adds_updated_at_and_folder_cols.py b/src/backend/langflow/alembic/versions/7d2162acc8b2_adds_updated_at_and_folder_cols.py
index ddf8c67f2..01dd38cfd 100644
--- a/src/backend/langflow/alembic/versions/7d2162acc8b2_adds_updated_at_and_folder_cols.py
+++ b/src/backend/langflow/alembic/versions/7d2162acc8b2_adds_updated_at_and_folder_cols.py
@@ -37,7 +37,6 @@ def upgrade() -> None:
     with op.batch_alter_table('flow', schema=None) as batch_op:
         batch_op.add_column(sa.Column('updated_at', sa.DateTime(), nullable=True))
         batch_op.add_column(sa.Column('folder', sqlmodel.sql.sqltypes.AutoString(), nullable=True))
-
     # ### end Alembic commands ###
 
 
@@ -67,8 +66,8 @@ def downgrade() -> None:
         sa.Column('flow_id', sa.CHAR(length=32), nullable=True),
         sa.Column('id', sa.CHAR(length=32), nullable=False),
         sa.ForeignKeyConstraint(['flow_id'], ['flow.id'], ),
-        sa.PrimaryKeyConstraint('id', name=op.f('pk_flowstyle'))
-        sa.UniqueConstraint('id', name=op.f('uq_flowstyle_id'))
+        sa.PrimaryKeyConstraint('id'),
+        sa.UniqueConstraint('id')
         )
         op.create_table('component',
         sa.Column('id', sa.CHAR(length=32), nullable=False),
@@ -81,7 +80,7 @@ def downgrade() -> None:
         sa.Column('is_read_only', sa.BOOLEAN(), nullable=False),
         sa.Column('create_at', sa.DATETIME(), nullable=False),
         sa.Column('update_at', sa.DATETIME(), nullable=False),
-        sa.PrimaryKeyConstraint('id', name=op.f('pk_component'))
+        sa.PrimaryKeyConstraint('id')
         )
 
         with op.batch_alter_table('component', schema=None) as batch_op:
diff --git a/src/backend/langflow/alembic/versions/eb5866d51fd2_change_columns_to_be_nullable.py b/src/backend/langflow/alembic/versions/eb5866d51fd2_change_columns_to_be_nullable.py
index a92f3d7b2..59b94ecec 100644
--- a/src/backend/langflow/alembic/versions/eb5866d51fd2_change_columns_to_be_nullable.py
+++ b/src/backend/langflow/alembic/versions/eb5866d51fd2_change_columns_to_be_nullable.py
@@ -29,7 +29,8 @@ def upgrade() -> None:
     except exc.SQLAlchemyError:
         # connection.execute(text("ROLLBACK"))
         pass
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
 
     try:
@@ -37,7 +38,8 @@ def upgrade() -> None:
     except exc.SQLAlchemyError:
         # connection.execute(text("ROLLBACK"))
         pass
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
     # ### end Alembic commands ###
 
@@ -64,7 +66,8 @@ def downgrade() -> None:
             batch_op.create_index(
                 "ix_component_frontend_node_id", ["frontend_node_id"], unique=False
             )
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
 
     try:
@@ -81,6 +84,7 @@ def downgrade() -> None:
             sa.PrimaryKeyConstraint("id", name="pk_flowstyle"),
             sa.UniqueConstraint("id", name="uq_flowstyle_id"),
         )
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
     # ### end Alembic commands ###
diff --git a/src/backend/langflow/alembic/versions/f5ee9749d1a6_user_id_can_be_null_in_flow.py b/src/backend/langflow/alembic/versions/f5ee9749d1a6_user_id_can_be_null_in_flow.py
index 60e19e69e..d9aab403f 100644
--- a/src/backend/langflow/alembic/versions/f5ee9749d1a6_user_id_can_be_null_in_flow.py
+++ b/src/backend/langflow/alembic/versions/f5ee9749d1a6_user_id_can_be_null_in_flow.py
@@ -7,10 +7,8 @@ Create Date: 2023-10-18 23:12:27.297016
 """
 from typing import Sequence, Union
 
-from alembic import op
 import sqlalchemy as sa
-import sqlmodel
-
+from alembic import op
 
 # revision identifiers, used by Alembic.
 revision: str = "f5ee9749d1a6"
@@ -26,7 +24,8 @@ def upgrade() -> None:
             batch_op.alter_column(
                 "user_id", existing_type=sa.CHAR(length=32), nullable=True
             )
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
 
     # ### end Alembic commands ###
@@ -39,7 +38,8 @@ def downgrade() -> None:
             batch_op.alter_column(
                 "user_id", existing_type=sa.CHAR(length=32), nullable=False
             )
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
 
     # ### end Alembic commands ###
diff --git a/src/backend/langflow/alembic/versions/fd531f8868b1_fix_credential_table.py b/src/backend/langflow/alembic/versions/fd531f8868b1_fix_credential_table.py
index db20f928b..2bcaacd68 100644
--- a/src/backend/langflow/alembic/versions/fd531f8868b1_fix_credential_table.py
+++ b/src/backend/langflow/alembic/versions/fd531f8868b1_fix_credential_table.py
@@ -21,7 +21,8 @@ def upgrade() -> None:
     try:
         with op.batch_alter_table('credential', schema=None) as batch_op:
             batch_op.create_foreign_key("fk_credential_user_id", 'user', ['user_id'], ['id'])
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
 
     # ### end Alembic commands ###
@@ -32,7 +33,8 @@ def downgrade() -> None:
     try:
         with op.batch_alter_table('credential', schema=None) as batch_op:
             batch_op.drop_constraint("fk_credential_user_id", type_='foreignkey')
-    except Exception:
+    except Exception as e:
+        print(e)
         pass
 
     # ### end Alembic commands ###

From e4cbe9c85d79176acef50ec60b58e2637c5ee3dc Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 17 Jan 2024 07:08:38 -0300
Subject: [PATCH 29/48] Bump version to 0.6.5a7 in pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index b2a04b277..f195bc032 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.5a6"
+version = "0.6.5a7"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 3eb14b53f11ac550fb2e7f99e45eeb58ee75a2a9 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 17 Jan 2024 07:34:18 -0300
Subject: [PATCH 30/48] Add indexes to tables apikey, flow, and user

---
 .../alembic/versions/0b8757876a7c_.py         | 52 +++++++++++++++++++
 1 file changed, 52 insertions(+)
 create mode 100644 src/backend/langflow/alembic/versions/0b8757876a7c_.py

diff --git a/src/backend/langflow/alembic/versions/0b8757876a7c_.py b/src/backend/langflow/alembic/versions/0b8757876a7c_.py
new file mode 100644
index 000000000..6d6c22575
--- /dev/null
+++ b/src/backend/langflow/alembic/versions/0b8757876a7c_.py
@@ -0,0 +1,52 @@
+"""empty message
+
+Revision ID: 0b8757876a7c
+Revises: 006b3990db50
+Create Date: 2024-01-17 10:32:56.686287
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+
+# revision identifiers, used by Alembic.
+revision: str = '0b8757876a7c'
+down_revision: Union[str, None] = '006b3990db50'
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    with op.batch_alter_table('apikey', schema=None) as batch_op:
+        batch_op.create_index(batch_op.f('ix_apikey_api_key'), ['api_key'], unique=True)
+        batch_op.create_index(batch_op.f('ix_apikey_name'), ['name'], unique=False)
+        batch_op.create_index(batch_op.f('ix_apikey_user_id'), ['user_id'], unique=False)
+
+    with op.batch_alter_table('flow', schema=None) as batch_op:
+        batch_op.create_index(batch_op.f('ix_flow_description'), ['description'], unique=False)
+        batch_op.create_index(batch_op.f('ix_flow_name'), ['name'], unique=False)
+        batch_op.create_index(batch_op.f('ix_flow_user_id'), ['user_id'], unique=False)
+
+    with op.batch_alter_table('user', schema=None) as batch_op:
+        batch_op.create_index(batch_op.f('ix_user_username'), ['username'], unique=True)
+
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    with op.batch_alter_table('user', schema=None) as batch_op:
+        batch_op.drop_index(batch_op.f('ix_user_username'))
+
+    with op.batch_alter_table('flow', schema=None) as batch_op:
+        batch_op.drop_index(batch_op.f('ix_flow_user_id'))
+        batch_op.drop_index(batch_op.f('ix_flow_name'))
+        batch_op.drop_index(batch_op.f('ix_flow_description'))
+
+    with op.batch_alter_table('apikey', schema=None) as batch_op:
+        batch_op.drop_index(batch_op.f('ix_apikey_user_id'))
+        batch_op.drop_index(batch_op.f('ix_apikey_name'))
+        batch_op.drop_index(batch_op.f('ix_apikey_api_key'))
+
+    # ### end Alembic commands ###
\ No newline at end of file

From 679ef1f955092b04188403f7a34223c2845b9a2c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 17 Jan 2024 07:34:31 -0300
Subject: [PATCH 31/48] Update version to 0.6.5a8 in pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index f195bc032..7fadb4f8a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.5a7"
+version = "0.6.5a8"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 91d1b04d92b089d6bda0911927ff62b14428b24b Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Wed, 17 Jan 2024 07:36:05 -0300
Subject: [PATCH 32/48] Add indexes to tables apikey, flow, and user

---
 .../alembic/versions/0b8757876a7c_.py         | 69 ++++++++++++-------
 1 file changed, 44 insertions(+), 25 deletions(-)

diff --git a/src/backend/langflow/alembic/versions/0b8757876a7c_.py b/src/backend/langflow/alembic/versions/0b8757876a7c_.py
index 6d6c22575..61b769694 100644
--- a/src/backend/langflow/alembic/versions/0b8757876a7c_.py
+++ b/src/backend/langflow/alembic/versions/0b8757876a7c_.py
@@ -18,35 +18,54 @@ depends_on: Union[str, Sequence[str], None] = None
 
 def upgrade() -> None:
     # ### commands auto generated by Alembic - please adjust! ###
-    with op.batch_alter_table('apikey', schema=None) as batch_op:
-        batch_op.create_index(batch_op.f('ix_apikey_api_key'), ['api_key'], unique=True)
-        batch_op.create_index(batch_op.f('ix_apikey_name'), ['name'], unique=False)
-        batch_op.create_index(batch_op.f('ix_apikey_user_id'), ['user_id'], unique=False)
-
-    with op.batch_alter_table('flow', schema=None) as batch_op:
-        batch_op.create_index(batch_op.f('ix_flow_description'), ['description'], unique=False)
-        batch_op.create_index(batch_op.f('ix_flow_name'), ['name'], unique=False)
-        batch_op.create_index(batch_op.f('ix_flow_user_id'), ['user_id'], unique=False)
-
-    with op.batch_alter_table('user', schema=None) as batch_op:
-        batch_op.create_index(batch_op.f('ix_user_username'), ['username'], unique=True)
+    try:
+        with op.batch_alter_table('apikey', schema=None) as batch_op:
+            batch_op.create_index(batch_op.f('ix_apikey_api_key'), ['api_key'], unique=True)
+            batch_op.create_index(batch_op.f('ix_apikey_name'), ['name'], unique=False)
+            batch_op.create_index(batch_op.f('ix_apikey_user_id'), ['user_id'], unique=False)
+    except Exception as e:
+        print(e)
+        pass
+    try:
+        with op.batch_alter_table('flow', schema=None) as batch_op:
+            batch_op.create_index(batch_op.f('ix_flow_description'), ['description'], unique=False)
+            batch_op.create_index(batch_op.f('ix_flow_name'), ['name'], unique=False)
+            batch_op.create_index(batch_op.f('ix_flow_user_id'), ['user_id'], unique=False)
+    except Exception as e:
+        print(e)
+        pass
 
+    try:
+        with op.batch_alter_table('user', schema=None) as batch_op:
+            batch_op.create_index(batch_op.f('ix_user_username'), ['username'], unique=True)
+    except Exception as e:
+        print(e)
+        pass
     # ### end Alembic commands ###
 
 
 def downgrade() -> None:
     # ### commands auto generated by Alembic - please adjust! ###
-    with op.batch_alter_table('user', schema=None) as batch_op:
-        batch_op.drop_index(batch_op.f('ix_user_username'))
-
-    with op.batch_alter_table('flow', schema=None) as batch_op:
-        batch_op.drop_index(batch_op.f('ix_flow_user_id'))
-        batch_op.drop_index(batch_op.f('ix_flow_name'))
-        batch_op.drop_index(batch_op.f('ix_flow_description'))
-
-    with op.batch_alter_table('apikey', schema=None) as batch_op:
-        batch_op.drop_index(batch_op.f('ix_apikey_user_id'))
-        batch_op.drop_index(batch_op.f('ix_apikey_name'))
-        batch_op.drop_index(batch_op.f('ix_apikey_api_key'))
-
+    try:
+        with op.batch_alter_table('user', schema=None) as batch_op:
+            batch_op.drop_index(batch_op.f('ix_user_username'))
+    except Exception as e:
+        print(e)
+        pass
+    try:
+        with op.batch_alter_table('flow', schema=None) as batch_op:
+            batch_op.drop_index(batch_op.f('ix_flow_user_id'))
+            batch_op.drop_index(batch_op.f('ix_flow_name'))
+            batch_op.drop_index(batch_op.f('ix_flow_description'))
+    except Exception as e:
+        print(e)
+        pass
+    try:
+        with op.batch_alter_table('apikey', schema=None) as batch_op:
+            batch_op.drop_index(batch_op.f('ix_apikey_user_id'))
+            batch_op.drop_index(batch_op.f('ix_apikey_name'))
+            batch_op.drop_index(batch_op.f('ix_apikey_api_key'))
+    except Exception as e:
+        print(e)
+        pass
     # ### end Alembic commands ###
\ No newline at end of file

From bd0d0cb1b287baa2a1f83c8dd67445c03be5baad Mon Sep 17 00:00:00 2001
From: cristhianzl <cristhian.lousa@gmail.com>
Date: Wed, 17 Jan 2024 16:57:02 -0300
Subject: [PATCH 33/48] fix(sideBarDraggableComponent): fix alignment and
 positioning of select trigger and select content
 feat(sideBarDraggableComponent): add support for download option in select
 content feat(sideBarDraggableComponent): add support for delete option in
 select content for non-official items

---
 .../sideBarDraggableComponent/index.tsx       | 73 +++++++++----------
 1 file changed, 36 insertions(+), 37 deletions(-)

diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx
index d7d3ee925..455c488bc 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx
@@ -1,3 +1,4 @@
+import { SelectTrigger } from "@radix-ui/react-select";
 import { DragEventHandler, forwardRef, useRef, useState } from "react";
 import IconComponent from "../../../../../components/genericIconComponent";
 import {
@@ -106,50 +107,48 @@ export const SidebarDraggableComponent = forwardRef(
               );
             }}
           >
-            <div
-              data-testid={sectionName + display_name}
-              id={sectionName + display_name}
-              className="side-bar-components-div-form"
-            >
-              <span className="side-bar-components-text">{display_name}</span>
-              <div ref={popoverRef}>
-                <IconComponent
-                  name="Menu"
-                  className="side-bar-components-icon "
-                />
-                <SelectContent
-                  position="popper"
-                  side="bottom"
-                  sideOffset={-25}
-                  style={{
-                    position: "absolute",
-                    left: cursorPos.x,
-                    top: cursorPos.y,
-                  }}
-                >
-                  <SelectItem value={"download"}>
-                    <div className="flex">
-                      <IconComponent
-                        name="Download"
-                        className="relative top-0.5 mr-2 h-4 w-4"
-                      />{" "}
-                      Download{" "}
-                    </div>{" "}
-                  </SelectItem>
-                  {!official && (
-                    <SelectItem value={"delete"}>
+            <SelectTrigger className="w-full text-left">
+              <div
+                data-testid={sectionName + display_name}
+                id={sectionName + display_name}
+                className="side-bar-components-div-form"
+              >
+                <span className="side-bar-components-text">{display_name}</span>
+                <div ref={popoverRef}>
+                  <IconComponent
+                    name="Menu"
+                    className="side-bar-components-icon "
+                  />
+                  <SelectContent
+                    position="popper"
+                    side="bottom"
+                    sideOffset={-15}
+                    alignOffset={25}
+                  >
+                    <SelectItem value={"download"}>
                       <div className="flex">
                         <IconComponent
-                          name="Trash2"
+                          name="Download"
                           className="relative top-0.5 mr-2 h-4 w-4"
                         />{" "}
-                        Delete{" "}
+                        Download{" "}
                       </div>{" "}
                     </SelectItem>
-                  )}
-                </SelectContent>
+                    {!official && (
+                      <SelectItem value={"delete"}>
+                        <div className="flex">
+                          <IconComponent
+                            name="Trash2"
+                            className="relative top-0.5 mr-2 h-4 w-4"
+                          />{" "}
+                          Delete{" "}
+                        </div>{" "}
+                      </SelectItem>
+                    )}
+                  </SelectContent>
+                </div>
               </div>
-            </div>
+            </SelectTrigger>
           </div>
         </div>
       </Select>

From 7b889fe651daefcafd34e52f567d95ff01deab7b Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Wed, 17 Jan 2024 17:27:05 -0300
Subject: [PATCH 34/48] Refactor sidebar draggable component

---
 .../sideBarDraggableComponent/index.tsx       | 75 ++++++++++---------
 1 file changed, 39 insertions(+), 36 deletions(-)

diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx
index 455c488bc..f33e97a1d 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx
@@ -1,10 +1,10 @@
-import { SelectTrigger } from "@radix-ui/react-select";
 import { DragEventHandler, forwardRef, useRef, useState } from "react";
 import IconComponent from "../../../../../components/genericIconComponent";
 import {
   Select,
   SelectContent,
   SelectItem,
+  SelectTrigger,
 } from "../../../../../components/ui/select-custom";
 import { useDarkStore } from "../../../../../stores/darkStore";
 import useFlowsManagerStore from "../../../../../stores/flowsManagerStore";
@@ -107,48 +107,51 @@ export const SidebarDraggableComponent = forwardRef(
               );
             }}
           >
-            <SelectTrigger className="w-full text-left">
-              <div
-                data-testid={sectionName + display_name}
-                id={sectionName + display_name}
-                className="side-bar-components-div-form"
-              >
-                <span className="side-bar-components-text">{display_name}</span>
-                <div ref={popoverRef}>
-                  <IconComponent
-                    name="Menu"
-                    className="side-bar-components-icon "
-                  />
-                  <SelectContent
-                    position="popper"
-                    side="bottom"
-                    sideOffset={-15}
-                    alignOffset={25}
-                  >
-                    <SelectItem value={"download"}>
+            <div
+              data-testid={sectionName + display_name}
+              id={sectionName + display_name}
+              className="side-bar-components-div-form"
+            >
+              <span className="side-bar-components-text">{display_name}</span>
+              <div ref={popoverRef}>
+                <IconComponent
+                  name="Menu"
+                  className="side-bar-components-icon "
+                />
+                <SelectTrigger></SelectTrigger>
+                <SelectContent
+                  position="popper"
+                  side="bottom"
+                  sideOffset={-25}
+                  style={{
+                    position: "absolute",
+                    left: cursorPos.x,
+                    top: cursorPos.y,
+                  }}
+                >
+                  <SelectItem value={"download"}>
+                    <div className="flex">
+                      <IconComponent
+                        name="Download"
+                        className="relative top-0.5 mr-2 h-4 w-4"
+                      />{" "}
+                      Download{" "}
+                    </div>{" "}
+                  </SelectItem>
+                  {!official && (
+                    <SelectItem value={"delete"}>
                       <div className="flex">
                         <IconComponent
-                          name="Download"
+                          name="Trash2"
                           className="relative top-0.5 mr-2 h-4 w-4"
                         />{" "}
-                        Download{" "}
+                        Delete{" "}
                       </div>{" "}
                     </SelectItem>
-                    {!official && (
-                      <SelectItem value={"delete"}>
-                        <div className="flex">
-                          <IconComponent
-                            name="Trash2"
-                            className="relative top-0.5 mr-2 h-4 w-4"
-                          />{" "}
-                          Delete{" "}
-                        </div>{" "}
-                      </SelectItem>
-                    )}
-                  </SelectContent>
-                </div>
+                  )}
+                </SelectContent>
               </div>
-            </SelectTrigger>
+            </div>
           </div>
         </div>
       </Select>

From 84160ce86edcfe8815890f214c5e7edd96faa437 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Wed, 17 Jan 2024 17:29:15 -0300
Subject: [PATCH 35/48] Fix formatting and remove unused code

---
 src/frontend/src/App.tsx                      |  1 -
 .../components/parameterComponent/index.tsx   | 29 ++++++++++---------
 .../components/PageComponent/index.tsx        | 10 +++----
 src/frontend/src/stores/flowStore.ts          |  5 ++--
 src/frontend/src/stores/typesStore.ts         |  1 -
 src/frontend/src/utils/reactflowUtils.ts      |  2 +-
 6 files changed, 23 insertions(+), 25 deletions(-)

diff --git a/src/frontend/src/App.tsx b/src/frontend/src/App.tsx
index 2bbab91f7..d126f5fa9 100644
--- a/src/frontend/src/App.tsx
+++ b/src/frontend/src/App.tsx
@@ -23,7 +23,6 @@ import useFlowsManagerStore from "./stores/flowsManagerStore";
 import { useTypesStore } from "./stores/typesStore";
 
 export default function App() {
-
   const errorData = useAlertStore((state) => state.errorData);
   const errorOpen = useAlertStore((state) => state.errorOpen);
   const setErrorOpen = useAlertStore((state) => state.setErrorOpen);
diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index 09af96c6f..9d60313b8 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -131,25 +131,24 @@ export default function ParameterComponent({
     if (data.node!.template[name].value !== code) {
       takeSnapshot();
     }
-    
-    
+
     setNode(data.id, (oldNode) => {
       let newNode = cloneDeep(oldNode);
-      
+
       newNode.data = {
         ...newNode.data,
         node: newNodeClass,
         description: newNodeClass.description ?? data.node!.description,
         display_name: newNodeClass.display_name ?? data.node!.display_name,
       };
-      
+
       newNode.data.node.template[name].value = code;
-      
+
       return newNode;
     });
-    
+
     updateNodeInternals(data.id);
-    
+
     renderTooltips();
   };
 
@@ -273,9 +272,11 @@ export default function ParameterComponent({
             <Handle
               type={left ? "target" : "source"}
               position={left ? Position.Left : Position.Right}
-              key={proxy
-                ? scapedJSONStringfy({ ...id, proxy })
-                : scapedJSONStringfy(id)}
+              key={
+                proxy
+                  ? scapedJSONStringfy({ ...id, proxy })
+                  : scapedJSONStringfy(id)
+              }
               id={
                 proxy
                   ? scapedJSONStringfy({ ...id, proxy })
@@ -348,9 +349,11 @@ export default function ParameterComponent({
                 <Handle
                   type={left ? "target" : "source"}
                   position={left ? Position.Left : Position.Right}
-                  key={proxy
-                    ? scapedJSONStringfy({ ...id, proxy })
-                    : scapedJSONStringfy(id)}
+                  key={
+                    proxy
+                      ? scapedJSONStringfy({ ...id, proxy })
+                      : scapedJSONStringfy(id)
+                  }
                   id={
                     proxy
                       ? scapedJSONStringfy({ ...id, proxy })
diff --git a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
index 634083b2c..9e127e688 100644
--- a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
@@ -9,7 +9,6 @@ import ReactFlow, {
   OnMove,
   OnSelectionChangeParams,
   SelectionDragHandler,
-  addEdge,
   updateEdge,
 } from "reactflow";
 import GenericNode from "../../../../CustomNodes/GenericNode";
@@ -19,13 +18,12 @@ import useFlowStore from "../../../../stores/flowStore";
 import useFlowsManagerStore from "../../../../stores/flowsManagerStore";
 import { useTypesStore } from "../../../../stores/typesStore";
 import { APIClassType } from "../../../../types/api";
-import { FlowType, NodeType, targetHandleType } from "../../../../types/flow";
+import { FlowType, NodeType } from "../../../../types/flow";
 import {
   generateFlow,
   generateNodeFromFlow,
   getNodeId,
   isValidConnection,
-  scapeJSONParse,
   validateSelection,
 } from "../../../../utils/reactflowUtils";
 import { getRandomName, isWrappedWithClass } from "../../../../utils/utils";
@@ -175,8 +173,8 @@ export default function Page({
   useEffect(() => {
     return () => {
       cleanFlow();
-    }
-  }, [])
+    };
+  }, []);
 
   const onConnectMod = useCallback(
     (params: Connection) => {
@@ -332,7 +330,7 @@ export default function Page({
         <div className="h-full w-full">
           <div className="h-full w-full" ref={reactFlowWrapper}>
             {Object.keys(templates).length > 0 &&
-              Object.keys(types).length > 0 ? (
+            Object.keys(types).length > 0 ? (
               <div id="react-flow-id" className="h-full w-full">
                 <ReactFlow
                   nodes={nodes}
diff --git a/src/frontend/src/stores/flowStore.ts b/src/frontend/src/stores/flowStore.ts
index d8338428b..25be5d192 100644
--- a/src/frontend/src/stores/flowStore.ts
+++ b/src/frontend/src/stores/flowStore.ts
@@ -265,7 +265,7 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
   },
   getFilterEdge: [],
   onConnect: (connection) => {
-    let newEdges: Edge[] = []
+    let newEdges: Edge[] = [];
     get().setEdges((oldEdges) => {
       newEdges = addEdge(
         {
@@ -287,8 +287,7 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
         oldEdges
       );
       return newEdges;
-
-    })
+    });
     useFlowsManagerStore
       .getState()
       .autoSaveCurrentFlow(
diff --git a/src/frontend/src/stores/typesStore.ts b/src/frontend/src/stores/typesStore.ts
index 90f2c5b9b..b84887774 100644
--- a/src/frontend/src/stores/typesStore.ts
+++ b/src/frontend/src/stores/typesStore.ts
@@ -43,5 +43,4 @@ export const useTypesStore = create<TypesStoreType>((set, get) => ({
     let newChange = typeof change === "function" ? change(get().data) : change;
     set({ data: newChange });
   },
-
 }));
diff --git a/src/frontend/src/utils/reactflowUtils.ts b/src/frontend/src/utils/reactflowUtils.ts
index 8d222349a..902f3c82c 100644
--- a/src/frontend/src/utils/reactflowUtils.ts
+++ b/src/frontend/src/utils/reactflowUtils.ts
@@ -475,7 +475,7 @@ export function convertArrayToObj(arrayOfObjects) {
 export function hasDuplicateKeys(array) {
   const keys = {};
   // Transforms an empty object into an object array without opening the 'editNode' modal to prevent the flow build from breaking.
-  if (!Array.isArray(array)) array = [{"": ""}];
+  if (!Array.isArray(array)) array = [{ "": "" }];
   for (const obj of array) {
     for (const key in obj) {
       if (keys[key]) {

From 5ca45e02b41313a793cd7d4b3bdd8d8e0ff6e41c Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Wed, 17 Jan 2024 18:53:31 -0300
Subject: [PATCH 36/48] Add frontend tests to Makefile

---
 Makefile | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/Makefile b/Makefile
index 66b7afb06..7f0f998ae 100644
--- a/Makefile
+++ b/Makefile
@@ -45,6 +45,13 @@ run_frontend:
 	@-kill -9 `lsof -t -i:3000`
 	cd src/frontend && npm start
 
+tests_frontend:
+ifeq ($(UI), true)
+		cd src/frontend && ./run-tests.sh --ui
+else
+		cd src/frontend && ./run-tests.sh
+endif
+
 run_cli:
 	poetry run langflow run --path src/frontend/build
 

From 35a0a344dd51e484a568ca8cfeb1176e8c7f86f4 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Wed, 17 Jan 2024 19:01:32 -0300
Subject: [PATCH 37/48] Fix drag and click behavior in nestedComponent.spec.ts

---
 src/frontend/tests/onlyFront/nestedComponent.spec.ts | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/frontend/tests/onlyFront/nestedComponent.spec.ts b/src/frontend/tests/onlyFront/nestedComponent.spec.ts
index 6b51a3c5e..0a90533f4 100644
--- a/src/frontend/tests/onlyFront/nestedComponent.spec.ts
+++ b/src/frontend/tests/onlyFront/nestedComponent.spec.ts
@@ -26,8 +26,7 @@ test("NestedComponent", async ({ page }) => {
     .getByTestId("vectorstoresPinecone")
     .first()
     .dragTo(page.locator('//*[@id="react-flow-id"]'));
-  await page.mouse.up();
-  await page.mouse.down();
+  await page.click('//*[@id="react-flow-id"]');
 
   await page.getByTestId("more-options-modal").click();
   await page.getByTestId("edit-button-modal").click();

From a6f25e97b848b84d8993ce0d77baef0ad703ab02 Mon Sep 17 00:00:00 2001
From: cristhianzl <cristhian.lousa@gmail.com>
Date: Wed, 17 Jan 2024 20:40:39 -0300
Subject: [PATCH 38/48] fix(parameterComponent): add isMinimized prop to
 ParameterComponent to control the display of a component when minimized
 feat(GenericNode): add isMinimized state to control the display of components
 when the node is minimized fix(nodeToolbarComponent): set isMinimized state
 based on showNode prop to control the display of components when the node is
 minimized

---
 .../components/parameterComponent/index.tsx            |  4 +++-
 src/frontend/src/CustomNodes/GenericNode/index.tsx     | 10 ++++++++++
 .../FlowPage/components/nodeToolbarComponent/index.tsx |  5 +++++
 src/frontend/src/types/components/index.ts             |  2 ++
 4 files changed, 20 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 9d60313b8..81bf945a5 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -57,6 +57,7 @@ export default function ParameterComponent({
   proxy,
   showNode,
   index = "",
+  isMinimized,
 }: ParameterComponentType): JSX.Element {
   const ref = useRef<HTMLDivElement>(null);
   const refHtml = useRef<HTMLDivElement & ReactNode>(null);
@@ -287,7 +288,8 @@ export default function ParameterComponent({
               }
               className={classNames(
                 left ? "my-12 -ml-0.5 " : " my-12 -mr-0.5 ",
-                "h-3 w-3 rounded-full border-2 bg-background"
+                "h-3 w-3 rounded-full border-2 bg-background",
+                isMinimized ? "mt-0" : ""
               )}
               style={{
                 borderColor: color,
diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index 30110fdfe..1b97e0955 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -41,6 +41,7 @@ export default function GenericNode({
   const [validationStatus, setValidationStatus] =
     useState<validationStatusType | null>(null);
   const [handles, setHandles] = useState<boolean[] | []>([]);
+  const [isMinimized, setIsMinimized] = useState<boolean>(false);
   let numberOfInputs: boolean[] = [];
 
   const takeSnapshot = useFlowsManagerStore((state) => state.takeSnapshot);
@@ -105,6 +106,10 @@ export default function GenericNode({
 
   const nameEditable = data.node?.flow || data.type === "CustomComponent";
 
+  useEffect(() => {
+    console.log("isMinimized", isMinimized);
+  }, [isMinimized, setIsMinimized]);
+
   return (
     <>
       <NodeToolbar>
@@ -123,6 +128,7 @@ export default function GenericNode({
           }}
           numberOfHandles={handles}
           showNode={showNode}
+          setIsMinimized={setIsMinimized}
         ></NodeToolbarComponent>
       </NodeToolbar>
 
@@ -276,6 +282,7 @@ export default function GenericNode({
                             }
                             proxy={data.node?.template[templateField].proxy}
                             showNode={showNode}
+                            isMinimized={isMinimized}
                           />
                         )
                     )}
@@ -302,6 +309,7 @@ export default function GenericNode({
                     type={data.node?.base_classes.join("|")}
                     left={false}
                     showNode={showNode}
+                    isMinimized={isMinimized}
                   />
                 </>
               )}
@@ -506,6 +514,7 @@ export default function GenericNode({
                         }
                         proxy={data.node?.template[templateField].proxy}
                         showNode={showNode}
+                        isMinimized={isMinimized}
                       />
                     ) : (
                       <></>
@@ -549,6 +558,7 @@ export default function GenericNode({
                   type={data.node?.base_classes.join("|")}
                   left={false}
                   showNode={showNode}
+                  isMinimized={isMinimized}
                 />
               )}
             </>
diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
index 10c984229..99e94f233 100644
--- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
@@ -32,6 +32,7 @@ export default function NodeToolbarComponent({
   setShowNode,
   numberOfHandles,
   showNode,
+  setIsMinimized,
 }: nodeToolbarPropsType): JSX.Element {
   const nodeLength = Object.keys(data.node!.template).filter(
     (templateField) =>
@@ -97,6 +98,10 @@ export default function NodeToolbarComponent({
     showconfirmShare,
   ]);
 
+  useEffect(() => {
+    setIsMinimized(!showNode);
+  }, [showNode]);
+
   const handleSelectChange = (event) => {
     switch (event) {
       case "advanced":
diff --git a/src/frontend/src/types/components/index.ts b/src/frontend/src/types/components/index.ts
index 0548981ec..6ed102590 100644
--- a/src/frontend/src/types/components/index.ts
+++ b/src/frontend/src/types/components/index.ts
@@ -53,6 +53,7 @@ export type ParameterComponentType = {
   showNode?: boolean;
   index?: string;
   onCloseModal?: (close: boolean) => void;
+  isMinimized?: boolean;
 };
 export type InputListComponentType = {
   value: string[];
@@ -479,6 +480,7 @@ export type nodeToolbarPropsType = {
   setShowNode: (boolean: any) => void;
   numberOfHandles: boolean[] | [];
   showNode: boolean;
+  setIsMinimized: (boolean: boolean) => void;
 };
 
 export type parsedDataType = {

From fd8a82fc4985d949782a5deb1fd78410a2188078 Mon Sep 17 00:00:00 2001
From: dxxky <143929171+dxxky@users.noreply.github.com>
Date: Thu, 18 Jan 2024 17:16:23 +0800
Subject: [PATCH 39/48] Update AzureChatOpenAI.py

Add API Supported versions - 2023-09-01-preview
---
 src/backend/langflow/components/llms/AzureChatOpenAI.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/backend/langflow/components/llms/AzureChatOpenAI.py b/src/backend/langflow/components/llms/AzureChatOpenAI.py
index 4595e3322..a272d72d6 100644
--- a/src/backend/langflow/components/llms/AzureChatOpenAI.py
+++ b/src/backend/langflow/components/llms/AzureChatOpenAI.py
@@ -25,6 +25,7 @@ class AzureChatOpenAIComponent(CustomComponent):
         "2023-06-01-preview",
         "2023-07-01-preview",
         "2023-08-01-preview",
+        "2023-09-01-preview",
         "2023-12-01-preview"
     ]
 

From 6ab7bbf46cdc36e6849fce7b9532f74890f9c1fd Mon Sep 17 00:00:00 2001
From: Lucas Oliveira <lucas.edu.oli@hotmail.com>
Date: Thu, 18 Jan 2024 13:23:44 +0100
Subject: [PATCH 40/48] Fixed chat button appearing even if build failed

---
 src/frontend/src/components/chatComponent/index.tsx | 11 -----------
 1 file changed, 11 deletions(-)

diff --git a/src/frontend/src/components/chatComponent/index.tsx b/src/frontend/src/components/chatComponent/index.tsx
index a8ad3fc7c..eee83a29c 100644
--- a/src/frontend/src/components/chatComponent/index.tsx
+++ b/src/frontend/src/components/chatComponent/index.tsx
@@ -32,17 +32,6 @@ export default function Chat({ flow }: ChatType): JSX.Element {
     };
   }, [isBuilt]);
 
-  useEffect(() => {
-    // Define an async function within the useEffect hook
-    const fetchBuildStatus = async () => {
-      const response = await getBuildStatus(flow.id);
-      setIsBuilt(response.data.built);
-    };
-
-    // Call the async function
-    fetchBuildStatus();
-  }, [flow]);
-
   const prevNodesRef = useRef<any[] | undefined>();
   const nodes: NodeType[] = useNodes();
   useEffect(() => {

From 454e80f6d876abcee78d7248c7d553f6043fbb80 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 18 Jan 2024 13:37:42 -0300
Subject: [PATCH 41/48] fix(GenericNode/index.tsx): import
 useUpdateNodeInternals from reactflow to fix missing dependency
 feat(GenericNode/index.tsx): add useUpdateNodeInternals hook to update node
 internals when isMinimized changes

---
 src/frontend/src/CustomNodes/GenericNode/index.tsx | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index 1b97e0955..ea9f49845 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -1,5 +1,5 @@
 import { useEffect, useState } from "react";
-import { NodeToolbar } from "reactflow";
+import { NodeToolbar, useUpdateNodeInternals } from "reactflow";
 import ShadTooltip from "../../components/ShadTooltipComponent";
 import Tooltip from "../../components/TooltipComponent";
 import IconComponent from "../../components/genericIconComponent";
@@ -43,6 +43,7 @@ export default function GenericNode({
   const [handles, setHandles] = useState<boolean[] | []>([]);
   const [isMinimized, setIsMinimized] = useState<boolean>(false);
   let numberOfInputs: boolean[] = [];
+  const updateNodeInternals = useUpdateNodeInternals();
 
   const takeSnapshot = useFlowsManagerStore((state) => state.takeSnapshot);
 
@@ -107,8 +108,8 @@ export default function GenericNode({
   const nameEditable = data.node?.flow || data.type === "CustomComponent";
 
   useEffect(() => {
-    console.log("isMinimized", isMinimized);
-  }, [isMinimized, setIsMinimized]);
+    updateNodeInternals(data.id);
+  }, [isMinimized]);
 
   return (
     <>

From 291e5f42c0d7504e17f6a5a504cdb83e8c9fd97d Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 18 Jan 2024 13:38:23 -0300
Subject: [PATCH 42/48] Update embeddings and conversation chains

---
 .../embeddings/AzureOpenAIEmbeddings.py       | 20 +++++++++----------
 .../components/embeddings/OllamaEmbeddings.py | 11 ++++------
 .../components/llms/AzureChatOpenAI.py        | 13 ++++--------
 .../langflow/interface/chains/custom.py       |  8 ++++++--
 .../src/components/chatComponent/index.tsx    |  1 -
 5 files changed, 24 insertions(+), 29 deletions(-)

diff --git a/src/backend/langflow/components/embeddings/AzureOpenAIEmbeddings.py b/src/backend/langflow/components/embeddings/AzureOpenAIEmbeddings.py
index 5e1238029..e4fdd8738 100644
--- a/src/backend/langflow/components/embeddings/AzureOpenAIEmbeddings.py
+++ b/src/backend/langflow/components/embeddings/AzureOpenAIEmbeddings.py
@@ -2,19 +2,20 @@ from langflow import CustomComponent
 from langchain.embeddings.base import Embeddings
 from langchain_community.embeddings import AzureOpenAIEmbeddings
 
+
 class AzureOpenAIEmbeddingsComponent(CustomComponent):
     display_name: str = "AzureOpenAIEmbeddings"
     description: str = "Embeddings model from Azure OpenAI."
     documentation: str = "https://python.langchain.com/docs/integrations/text_embedding/azureopenai"
     beta = False
-    
+
     API_VERSION_OPTIONS = [
         "2022-12-01",
         "2023-03-15-preview",
         "2023-05-15",
         "2023-06-01-preview",
         "2023-07-01-preview",
-        "2023-08-01-preview"
+        "2023-08-01-preview",
     ]
 
     def build_config(self):
@@ -39,10 +40,9 @@ class AzureOpenAIEmbeddingsComponent(CustomComponent):
                 "required": True,
                 "password": True,
             },
-            "code": {
-                "show": False
-            },
+            "code": {"show": False},
         }
+
     def build(
         self,
         azure_endpoint: str,
@@ -52,13 +52,13 @@ class AzureOpenAIEmbeddingsComponent(CustomComponent):
     ) -> Embeddings:
         try:
             embeddings = AzureOpenAIEmbeddings(
-                azure_endpoint = azure_endpoint,
-                deployment = azure_deployment,
-                openai_api_version = api_version,
-                openai_api_key = api_key,
+                azure_endpoint=azure_endpoint,
+                deployment=azure_deployment,
+                openai_api_version=api_version,
+                openai_api_key=api_key,
             )
 
         except Exception as e:
             raise ValueError("Could not connect to AzureOpenAIEmbeddings API.") from e
-        
+
         return embeddings
diff --git a/src/backend/langflow/components/embeddings/OllamaEmbeddings.py b/src/backend/langflow/components/embeddings/OllamaEmbeddings.py
index 388afe3f6..65c6aca3b 100644
--- a/src/backend/langflow/components/embeddings/OllamaEmbeddings.py
+++ b/src/backend/langflow/components/embeddings/OllamaEmbeddings.py
@@ -4,6 +4,7 @@ from langflow import CustomComponent
 from langchain.embeddings.base import Embeddings
 from langchain_community.embeddings import OllamaEmbeddings
 
+
 class OllamaEmbeddingsComponent(CustomComponent):
     """
     A custom component for implementing an Embeddings Model using Ollama.
@@ -23,7 +24,7 @@ class OllamaEmbeddingsComponent(CustomComponent):
             "temperature": {"display_name": "Model Temperature"},
             "code": {"show": False},
         }
-    
+
     def build(
         self,
         model: str = "llama2",
@@ -31,11 +32,7 @@ class OllamaEmbeddingsComponent(CustomComponent):
         temperature: Optional[float] = None,
     ) -> Embeddings:
         try:
-            output = OllamaEmbeddings(
-                model=model,
-                base_url=base_url,
-                temperature=temperature
-            )  # type: ignore
+            output = OllamaEmbeddings(model=model, base_url=base_url, temperature=temperature)  # type: ignore
         except Exception as e:
             raise ValueError("Could not connect to Ollama API.") from e
-        return output
\ No newline at end of file
+        return output
diff --git a/src/backend/langflow/components/llms/AzureChatOpenAI.py b/src/backend/langflow/components/llms/AzureChatOpenAI.py
index 4595e3322..3a99636ff 100644
--- a/src/backend/langflow/components/llms/AzureChatOpenAI.py
+++ b/src/backend/langflow/components/llms/AzureChatOpenAI.py
@@ -25,7 +25,7 @@ class AzureChatOpenAIComponent(CustomComponent):
         "2023-06-01-preview",
         "2023-07-01-preview",
         "2023-08-01-preview",
-        "2023-12-01-preview"
+        "2023-12-01-preview",
     ]
 
     def build_config(self):
@@ -52,11 +52,7 @@ class AzureChatOpenAIComponent(CustomComponent):
                 "required": True,
                 "advanced": True,
             },
-            "api_key": {
-                "display_name": "API Key", 
-                "required": True,
-                "password": True
-            },
+            "api_key": {"display_name": "API Key", "required": True, "password": True},
             "temperature": {
                 "display_name": "Temperature",
                 "value": 0.7,
@@ -71,10 +67,9 @@ class AzureChatOpenAIComponent(CustomComponent):
                 "advanced": True,
                 "info": "Maximum number of tokens to generate.",
             },
-            "code": {
-                "show": False
-            },
+            "code": {"show": False},
         }
+
     def build(
         self,
         model: str,
diff --git a/src/backend/langflow/interface/chains/custom.py b/src/backend/langflow/interface/chains/custom.py
index 01aad73c3..27ed646b2 100644
--- a/src/backend/langflow/interface/chains/custom.py
+++ b/src/backend/langflow/interface/chains/custom.py
@@ -67,7 +67,9 @@ Human: {input}
 class MidJourneyPromptChain(BaseCustomConversationChain):
     """MidJourneyPromptChain is a chain you can use to generate new MidJourney prompts."""
 
-    template: Optional[str] = """I want you to act as a prompt generator for Midjourney's artificial intelligence program.
+    template: Optional[
+        str
+    ] = """I want you to act as a prompt generator for Midjourney's artificial intelligence program.
     Your job is to provide detailed and creative descriptions that will inspire unique and interesting images from the AI.
     Keep in mind that the AI is capable of understanding a wide range of language and can interpret abstract concepts, so feel free to be as imaginative and descriptive as possible.
     For example, you could describe a scene from a futuristic city, or a surreal landscape filled with strange creatures.
@@ -81,7 +83,9 @@ class MidJourneyPromptChain(BaseCustomConversationChain):
 
 
 class TimeTravelGuideChain(BaseCustomConversationChain):
-    template: Optional[str] = """I want you to act as my time travel guide. You are helpful and creative. I will provide you with the historical period or future time I want to visit and you will suggest the best events, sights, or people to experience. Provide the suggestions and any necessary information.
+    template: Optional[
+        str
+    ] = """I want you to act as my time travel guide. You are helpful and creative. I will provide you with the historical period or future time I want to visit and you will suggest the best events, sights, or people to experience. Provide the suggestions and any necessary information.
     Current conversation:
     {history}
     Human: {input}
diff --git a/src/frontend/src/components/chatComponent/index.tsx b/src/frontend/src/components/chatComponent/index.tsx
index eee83a29c..cbe978933 100644
--- a/src/frontend/src/components/chatComponent/index.tsx
+++ b/src/frontend/src/components/chatComponent/index.tsx
@@ -5,7 +5,6 @@ import BuildTrigger from "./buildTrigger";
 import ChatTrigger from "./chatTrigger";
 
 import * as _ from "lodash";
-import { getBuildStatus } from "../../controllers/API";
 import FormModal from "../../modals/formModal";
 import useFlowStore from "../../stores/flowStore";
 import { NodeType } from "../../types/flow";

From 3b601336397abc4584c4bf63fd4cc9649ecaf1f7 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 18 Jan 2024 14:26:31 -0300
Subject: [PATCH 43/48] Fix readonly prop in CodeTabsComponent and update
 setNodeClass in GenericModal

---
 src/frontend/src/components/codeTabsComponent/index.tsx | 9 +--------
 src/frontend/src/modals/genericModal/index.tsx          | 3 ++-
 2 files changed, 3 insertions(+), 9 deletions(-)

diff --git a/src/frontend/src/components/codeTabsComponent/index.tsx b/src/frontend/src/components/codeTabsComponent/index.tsx
index e28ac51d0..0229434f4 100644
--- a/src/frontend/src/components/codeTabsComponent/index.tsx
+++ b/src/frontend/src/components/codeTabsComponent/index.tsx
@@ -593,14 +593,7 @@ export default function CodeTabsComponent({
                                               ].type === "prompt" ? (
                                               <div className="mx-auto">
                                                 <PromptAreaComponent
-                                                  readonly={
-                                                    node.data.node?.flow &&
-                                                    node.data.node.template[
-                                                      templateField
-                                                    ].dynamic
-                                                      ? true
-                                                      : false
-                                                  }
+                                                  readonly={true}
                                                   editNode={true}
                                                   disabled={false}
                                                   value={
diff --git a/src/frontend/src/modals/genericModal/index.tsx b/src/frontend/src/modals/genericModal/index.tsx
index 03908fb2f..44173057f 100644
--- a/src/frontend/src/modals/genericModal/index.tsx
+++ b/src/frontend/src/modals/genericModal/index.tsx
@@ -126,7 +126,8 @@ export default function GenericModal({
           if (
             JSON.stringify(apiReturn.data?.frontend_node) !== JSON.stringify({})
           ) {
-            setNodeClass!(apiReturn.data?.frontend_node, inputValue);
+            if (setNodeClass)
+              setNodeClass(apiReturn.data?.frontend_node, inputValue);
             setModalOpen(closeModal);
             setIsEdit(false);
           }

From 276329edf0e4db6f88012af40203261eab257641 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 18 Jan 2024 14:47:43 -0300
Subject: [PATCH 44/48] Add unselectAll function to CodeTabsComponent and
 FlowStore

---
 .../src/components/codeTabsComponent/index.tsx        |  9 ++-------
 src/frontend/src/stores/flowStore.ts                  | 11 +++++++++++
 src/frontend/src/types/zustand/flow/index.ts          |  1 +
 3 files changed, 14 insertions(+), 7 deletions(-)

diff --git a/src/frontend/src/components/codeTabsComponent/index.tsx b/src/frontend/src/components/codeTabsComponent/index.tsx
index 0229434f4..b1bc7ef34 100644
--- a/src/frontend/src/components/codeTabsComponent/index.tsx
+++ b/src/frontend/src/components/codeTabsComponent/index.tsx
@@ -35,7 +35,6 @@ import {
   convertObjToArray,
   convertValuesToNumbers,
   hasDuplicateKeys,
-  unselectAllNodes,
 } from "../../utils/reactflowUtils";
 import { classNames } from "../../utils/utils";
 import DictComponent from "../dictComponent";
@@ -54,6 +53,7 @@ export default function CodeTabsComponent({
   const [data, setData] = useState(flow ? flow["data"]!["nodes"] : null);
   const [openAccordion, setOpenAccordion] = useState<string[]>([]);
   const dark = useDarkStore((state) => state.dark);
+  const unselectAll = useFlowStore((state) => state.unselectAll);
 
   const setNodes = useFlowStore((state) => state.setNodes);
 
@@ -67,12 +67,7 @@ export default function CodeTabsComponent({
 
   useEffect(() => {
     if (tweaks && data) {
-      unselectAllNodes({
-        data,
-        updateNodes: (nodes) => {
-          setNodes(nodes);
-        },
-      });
+      unselectAll();
     }
   }, []);
 
diff --git a/src/frontend/src/stores/flowStore.ts b/src/frontend/src/stores/flowStore.ts
index 25be5d192..85c7ec60f 100644
--- a/src/frontend/src/stores/flowStore.ts
+++ b/src/frontend/src/stores/flowStore.ts
@@ -296,6 +296,17 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
         get().reactFlowInstance?.getViewport() ?? { x: 0, y: 0, zoom: 1 }
       );
   },
+  unselectAll: () => {
+    let newNodes = cloneDeep(get().nodes);
+    newNodes.forEach((node) => {
+      node.selected = false;
+      let newEdges = cleanEdges(newNodes, get().edges);
+      set({
+        nodes: newNodes,
+        edges: newEdges,
+      });
+    });
+  },
 }));
 
 export default useFlowStore;
diff --git a/src/frontend/src/types/zustand/flow/index.ts b/src/frontend/src/types/zustand/flow/index.ts
index 273a1958f..1555b82c2 100644
--- a/src/frontend/src/types/zustand/flow/index.ts
+++ b/src/frontend/src/types/zustand/flow/index.ts
@@ -54,4 +54,5 @@ export type FlowStoreType = {
   setFilterEdge: (newState) => void;
   getFilterEdge: any[];
   onConnect: (connection: Connection) => void;
+  unselectAll: () => void;
 };

From 0f0488e59a9de434aa40a8ce6076a3866f581e60 Mon Sep 17 00:00:00 2001
From: cristhianzl <cristhian.lousa@gmail.com>
Date: Thu, 18 Jan 2024 18:18:18 -0300
Subject: [PATCH 45/48] fix(parameterComponent): update id and data-testid for
 textarea component to use the name of the parameter instead of index
 fix(EditNodeModal): update id and data-testid for textarea component to use
 the name of the template parameter instead of index
 fix(promptModalComponent.spec): update data-testid for textarea components to
 use the name of the prompt instead of index fix(group.spec): update
 data-testid for textarea component to use a more descriptive name instead of
 index fix(saveComponents.spec): update data-testid for textarea component to
 use a more descriptive name instead of index

---
 .../components/parameterComponent/index.tsx   |  4 +-
 .../src/modals/EditNodeModal/index.tsx        | 20 +++++--
 .../end-to-end/promptModalComponent.spec.ts   | 56 +++++++++----------
 src/frontend/tests/onlyFront/group.spec.ts    |  2 +-
 .../tests/onlyFront/saveComponents.spec.ts    |  4 +-
 5 files changed, 47 insertions(+), 39 deletions(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index 81bf945a5..9720a9862 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -400,8 +400,8 @@ export default function ParameterComponent({
                 disabled={disabled}
                 value={data.node.template[name].value ?? ""}
                 onChange={handleOnNewValue}
-                id={"textarea-" + index}
-                data-testid={"textarea-" + index}
+                id={"textarea-" + data.node.template[name].name}
+                data-testid={"textarea-" + data.node.template[name].name}
               />
             ) : (
               <InputComponent
diff --git a/src/frontend/src/modals/EditNodeModal/index.tsx b/src/frontend/src/modals/EditNodeModal/index.tsx
index 93e90a6d3..817f48ea2 100644
--- a/src/frontend/src/modals/EditNodeModal/index.tsx
+++ b/src/frontend/src/modals/EditNodeModal/index.tsx
@@ -216,8 +216,16 @@ const EditNodeModal = forwardRef(
                                     ) : myData.node.template[templateParam]
                                         .multiline ? (
                                       <TextAreaComponent
-                                        id={"textarea-edit-" + index}
-                                        data-testid={"textarea-edit-" + index}
+                                        id={
+                                          "textarea-edit-" +
+                                          myData.node.template[templateParam]
+                                            .name
+                                        }
+                                        data-testid={
+                                          "textarea-edit-" +
+                                          myData.node.template[templateParam]
+                                            .name
+                                        }
                                         disabled={disabled}
                                         editNode={true}
                                         value={
@@ -448,9 +456,13 @@ const EditNodeModal = forwardRef(
                                       onChange={(value: string | string[]) => {
                                         handleOnNewValue(value, templateParam);
                                       }}
-                                      id={"prompt-area-edit" + index}
+                                      id={
+                                        "prompt-area-edit-" +
+                                        myData.node.template[templateParam].name
+                                      }
                                       data-testid={
-                                        "modal-prompt-input-" + index
+                                        "modal-prompt-input-" +
+                                        myData.node.template[templateParam].name
                                       }
                                     />
                                   </div>
diff --git a/src/frontend/tests/end-to-end/promptModalComponent.spec.ts b/src/frontend/tests/end-to-end/promptModalComponent.spec.ts
index 56e3396a7..690ec2d05 100644
--- a/src/frontend/tests/end-to-end/promptModalComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/promptModalComponent.spec.ts
@@ -44,7 +44,7 @@ test("PromptTemplateComponent", async ({ page }) => {
 
   await page.getByTestId("genericModalBtnSave").click();
 
-  await page.getByTestId("div-textarea-5").click();
+  await page.getByTestId("div-textarea-prompt").click();
   await page.getByTestId("text-area-modal").fill("prompt_value_!@#!@#");
 
   value = await page.getByTestId("text-area-modal").inputValue();
@@ -55,7 +55,7 @@ test("PromptTemplateComponent", async ({ page }) => {
 
   await page.getByTestId("genericModalBtnSave").click();
 
-  await page.getByTestId("div-textarea-6").click();
+  await page.getByTestId("div-textarea-prompt1").click();
   await page
     .getByTestId("text-area-modal")
     .fill("prompt_name_test_123123!@#!@#");
@@ -77,29 +77,31 @@ test("PromptTemplateComponent", async ({ page }) => {
   await page.getByTestId("more-options-modal").click();
   await page.getByTestId("edit-button-modal").click();
 
-  value = await page.locator('//*[@id="textarea-edit-1"]').inputValue();
+  value = await page.locator('//*[@id="textarea-edit-prompt"]').inputValue();
 
   if (value != "prompt_value_!@#!@#") {
     expect(false).toBeTruthy();
   }
 
-  value = await page.locator('//*[@id="textarea-edit-2"]').inputValue();
+  value = await page.locator('//*[@id="textarea-edit-prompt1"]').inputValue();
 
   if (value != "prompt_name_test_123123!@#!@#") {
     expect(false).toBeTruthy();
   }
 
-  value = await page.locator('//*[@id="prompt-area-edit0"]').innerText();
+  value = await page
+    .locator('//*[@id="prompt-area-edit-template"]')
+    .innerText();
 
   if (value != "{prompt} example {prompt1}") {
     expect(false).toBeTruthy();
   }
 
   await page
-    .locator('//*[@id="textarea-edit-2"]')
+    .locator('//*[@id="textarea-edit-prompt1"]')
     .fill("prompt_edit_test_12312312321!@#$");
   await page
-    .locator('//*[@id="textarea-edit-1"]')
+    .locator('//*[@id="textarea-edit-prompt"]')
     .fill("prompt_edit_test_44444444444!@#$");
 
   await page.locator('//*[@id="showtemplate"]').click();
@@ -141,35 +143,29 @@ test("PromptTemplateComponent", async ({ page }) => {
 
   await page.locator('//*[@id="saveChangesBtn"]').click();
 
-  const plusButtonLocator = page.locator('//*[@id="textarea-8"]');
-  const elementCount = await plusButtonLocator.count();
-  if (elementCount === 0) {
-    expect(true).toBeTruthy();
+  await page.getByTestId("more-options-modal").click();
+  await page.getByTestId("edit-button-modal").click();
 
-    await page.getByTestId("more-options-modal").click();
-    await page.getByTestId("edit-button-modal").click();
+  await page.locator('//*[@id="showprompt1"]').click();
+  expect(await page.locator('//*[@id="showprompt1"]').isChecked()).toBeTruthy();
 
-    await page.locator('//*[@id="showprompt1"]').click();
-    expect(
-      await page.locator('//*[@id="showprompt1"]').isChecked()
-    ).toBeTruthy();
+  value = await page.locator('//*[@id="textarea-edit-prompt"]').inputValue();
 
-    value = await page.locator('//*[@id="textarea-edit-1"]').inputValue();
+  if (value != "prompt_edit_test_44444444444!@#$") {
+    expect(false).toBeTruthy();
+  }
 
-    if (value != "prompt_edit_test_44444444444!@#$") {
-      expect(false).toBeTruthy();
-    }
+  value = await page.locator('//*[@id="textarea-edit-prompt1"]').inputValue();
 
-    value = await page.locator('//*[@id="textarea-edit-2"]').inputValue();
+  if (value != "prompt_edit_test_12312312321!@#$") {
+    expect(false).toBeTruthy();
+  }
 
-    if (value != "prompt_edit_test_12312312321!@#$") {
-      expect(false).toBeTruthy();
-    }
+  value = await page
+    .locator('//*[@id="prompt-area-edit-template"]')
+    .innerText();
 
-    value = await page.locator('//*[@id="prompt-area-edit0"]').innerText();
-
-    if (value != "{prompt} example {prompt1}") {
-      expect(false).toBeTruthy();
-    }
+  if (value != "{prompt} example {prompt1}") {
+    expect(false).toBeTruthy();
   }
 });
diff --git a/src/frontend/tests/onlyFront/group.spec.ts b/src/frontend/tests/onlyFront/group.spec.ts
index f4cbe8458..dcd557279 100644
--- a/src/frontend/tests/onlyFront/group.spec.ts
+++ b/src/frontend/tests/onlyFront/group.spec.ts
@@ -67,7 +67,7 @@ test.describe("group node test", () => {
 
     await page.getByRole("button", { name: "Group" }).click();
 
-    const textArea = page.getByTestId("div-textarea-2");
+    const textArea = page.getByTestId("div-textarea-description");
     const elementCountText = await textArea.count();
     if (elementCountText > 0) {
       expect(true).toBeTruthy();
diff --git a/src/frontend/tests/onlyFront/saveComponents.spec.ts b/src/frontend/tests/onlyFront/saveComponents.spec.ts
index a123a422e..10a0c9c77 100644
--- a/src/frontend/tests/onlyFront/saveComponents.spec.ts
+++ b/src/frontend/tests/onlyFront/saveComponents.spec.ts
@@ -74,7 +74,7 @@ test.describe("save component tests", () => {
 
     await page.getByRole("button", { name: "Group" }).click();
 
-    let textArea = page.getByTestId("div-textarea-2");
+    let textArea = page.getByTestId("div-textarea-description");
     let elementCountText = await textArea.count();
     if (elementCountText > 0) {
       expect(true).toBeTruthy();
@@ -102,7 +102,7 @@ test.describe("save component tests", () => {
     await page.mouse.up();
     await page.mouse.down();
 
-    textArea = page.getByTestId("div-textarea-2");
+    textArea = page.getByTestId("div-textarea-description");
     elementCountText = await textArea.count();
     if (elementCountText > 0) {
       expect(true).toBeTruthy();

From 77d5e839b04fff1c68506dca535a691fc5575851 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 18 Jan 2024 18:28:05 -0300
Subject: [PATCH 46/48] Update version number in pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index 7fadb4f8a..8abaf6ebe 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.6.5a8"
+version = "0.6.5a9"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From fd25788a9b5468c8b058bd0b5d803ff23d3b79b2 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Thu, 18 Jan 2024 18:50:57 -0300
Subject: [PATCH 47/48] fix(codeTabsComponent): set readonly prop to true for
 CodeAreaComponent to prevent editing when node template field is dynamic

---
 src/frontend/src/components/codeTabsComponent/index.tsx | 9 +--------
 1 file changed, 1 insertion(+), 8 deletions(-)

diff --git a/src/frontend/src/components/codeTabsComponent/index.tsx b/src/frontend/src/components/codeTabsComponent/index.tsx
index b1bc7ef34..2bea4265f 100644
--- a/src/frontend/src/components/codeTabsComponent/index.tsx
+++ b/src/frontend/src/components/codeTabsComponent/index.tsx
@@ -631,14 +631,7 @@ export default function CodeTabsComponent({
                                                 <CodeAreaComponent
                                                   disabled={false}
                                                   editNode={true}
-                                                  readonly={
-                                                    node.data.node?.flow &&
-                                                    node.data.node.template[
-                                                      templateField
-                                                    ].dynamic
-                                                      ? true
-                                                      : false
-                                                  }
+                                                  readonly={true}
                                                   value={
                                                     !node.data.node.template[
                                                       templateField

From 16e959b6393f61be44ee94aecfef1eabe198fca4 Mon Sep 17 00:00:00 2001
From: Lucas Oliveira <lucas.edu.oli@hotmail.com>
Date: Wed, 24 Jan 2024 18:57:47 +0100
Subject: [PATCH 48/48] Fixed not saving on drop

---
 src/frontend/src/stores/flowStore.ts | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/frontend/src/stores/flowStore.ts b/src/frontend/src/stores/flowStore.ts
index 85c7ec60f..7f5d500f3 100644
--- a/src/frontend/src/stores/flowStore.ts
+++ b/src/frontend/src/stores/flowStore.ts
@@ -201,7 +201,7 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
         .map((node) => ({ ...node, selected: false }))
         .concat({ ...newNode, selected: false });
     });
-    set({ nodes: newNodes });
+    get().setNodes(newNodes);
 
     selection.edges.forEach((edge: Edge) => {
       let source = idsMap[edge.source];
@@ -245,7 +245,7 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
         newEdges.map((edge) => ({ ...edge, selected: false }))
       );
     });
-    set({ edges: newEdges });
+    get().setEdges(newEdges);
   },
   setLastCopiedSelection: (newSelection) => {
     set({ lastCopiedSelection: newSelection });