From 01bc5e41bc17180566ee20242bc80c808059a7d5 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 23 Jun 2023 19:48:45 -0300
Subject: [PATCH 01/43] =?UTF-8?q?=F0=9F=94=96=20chore(pyproject.toml):=20b?=
 =?UTF-8?q?ump=20up=20version=20to=200.2.0=20The=20version=20number=20has?=
 =?UTF-8?q?=20been=20updated=20from=200.1.7=20to=200.2.0=20to=20reflect=20?=
 =?UTF-8?q?the=20changes=20made=20to=20the=20package.=20This=20is=20a=20ch?=
 =?UTF-8?q?ore=20commit=20as=20it=20does=20not=20add=20any=20new=20feature?=
 =?UTF-8?q?s=20or=20fix=20any=20bugs,=20but=20rather=20updates=20the=20ver?=
 =?UTF-8?q?sion=20number.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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

diff --git a/pyproject.toml b/pyproject.toml
index 97aa064fe..e504c74b8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.1.7"
+version = "0.2.0"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 3be8ac0d72e26fdae5a88d53cea34721c7f5fc2c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sat, 24 Jun 2023 16:31:39 -0300
Subject: [PATCH 02/43] Update settings structure

---
 src/backend/langflow/config.yaml | 358 ++++++++++++++++++++-----------
 src/backend/langflow/settings.py |  27 ++-
 2 files changed, 243 insertions(+), 142 deletions(-)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index d8cd4a325..a8f4f6b53 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -1,141 +1,243 @@
----
 agents:
-  - ZeroShotAgent
-  - JsonAgent
-  - CSVAgent
-  - AgentInitializer
-  - VectorStoreAgent
-  - VectorStoreRouterAgent
-  - SQLAgent
+  ZeroShotAgent:
+    documentation: "https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent"
+  JsonAgent:
+    documentation: "https://python.langchain.com/docs/modules/agents/toolkits/openapi"
+  CSVAgent:
+    documentation: "https://python.langchain.com/docs/modules/agents/toolkits/csv"
+  AgentInitializer:
+    documentation: "https://python.langchain.com/docs/modules/agents/agent_types/"
+  VectorStoreAgent:
+    documentation: "https://example.com/VectorStoreAgent"
+  VectorStoreRouterAgent:
+    documentation: "https://example.com/VectorStoreRouterAgent"
+  SQLAgent:
+    documentation: "https://example.com/SQLAgent"
 chains:
-  - LLMChain
-  - LLMMathChain
-  - LLMCheckerChain
-  - ConversationChain
-  - SeriesCharacterChain
-  - MidJourneyPromptChain
-  - TimeTravelGuideChain
-  - SQLDatabaseChain
-  - RetrievalQA
-  - RetrievalQAWithSourcesChain
-  - ConversationalRetrievalChain
-  - CombineDocsChain
+  LLMChain:
+    documentation: "https://python.langchain.com/docs/modules/chains/foundational/llm_chain"
+  LLMMathChain:
+    documentation: "https://python.langchain.com/docs/modules/chains/additional/llm_math"
+  LLMCheckerChain:
+    documentation: "https://python.langchain.com/docs/modules/chains/additional/llm_checker"
+  ConversationChain:
+    documentation: "https://example.com/ConversationChain"
+  SeriesCharacterChain:
+    documentation: "https://example.com/SeriesCharacterChain"
+  MidJourneyPromptChain:
+    documentation: "https://example.com/MidJourneyPromptChain"
+  TimeTravelGuideChain:
+    documentation: "https://example.com/TimeTravelGuideChain"
+  SQLDatabaseChain:
+    documentation: "https://example.com/SQLDatabaseChain"
+  RetrievalQA:
+    documentation: "https://python.langchain.com/docs/modules/chains/popular/vector_db_qa"
+  RetrievalQAWithSourcesChain:
+    documentation: "https://example.com/RetrievalQAWithSourcesChain"
+  ConversationalRetrievalChain:
+    documentation: "https://python.langchain.com/docs/modules/chains/popular/chat_vector_db"
+  CombineDocsChain:
+    documentation: "https://example.com/CombineDocsChain"
 documentloaders:
-  - AirbyteJSONLoader
-  - CoNLLULoader
-  - CSVLoader
-  - UnstructuredEmailLoader
-  - EverNoteLoader
-  - FacebookChatLoader
-  - GutenbergLoader
-  - BSHTMLLoader
-  - UnstructuredHTMLLoader
-  # - UnstructuredImageLoader # Issue with Python 3.11 (https://github.com/Unstructured-IO/unstructured-inference/issues/83)
-  - UnstructuredMarkdownLoader
-  - PyPDFLoader
-  - UnstructuredPowerPointLoader
-  - SRTLoader
-  - TelegramChatLoader
-  - TextLoader
-  - UnstructuredWordDocumentLoader
-  - WebBaseLoader
-  - AZLyricsLoader
-  - CollegeConfidentialLoader
-  - HNLoader
-  - IFixitLoader
-  - IMSDbLoader
-  - GitbookLoader
-  - ReadTheDocsLoader
-  - SlackDirectoryLoader
-  - NotionDirectoryLoader
-  - DirectoryLoader
-  - GitLoader
+  AirbyteJSONLoader:
+    documentation: "https://example.com/AirbyteJSONLoader"
+  CoNLLULoader:
+    documentation: "https://example.com/CoNLLULoader"
+  CSVLoader:
+    documentation: "https://example.com/CSVLoader"
+  UnstructuredEmailLoader:
+    documentation: "https://example.com/UnstructuredEmailLoader"
+  EverNoteLoader:
+    documentation: "https://example.com/EverNoteLoader"
+  FacebookChatLoader:
+    documentation: "https://example.com/FacebookChatLoader"
+  GutenbergLoader:
+    documentation: "https://example.com/GutenbergLoader"
+  BSHTMLLoader:
+    documentation: "https://example.com/BSHTMLLoader"
+  UnstructuredHTMLLoader:
+    documentation: "https://example.com/UnstructuredHTMLLoader"
+  UnstructuredMarkdownLoader:
+    documentation: "https://example.com/UnstructuredMarkdownLoader"
+  PyPDFLoader:
+    documentation: "https://example.com/PyPDFLoader"
+  UnstructuredPowerPointLoader:
+    documentation: "https://example.com/UnstructuredPowerPointLoader"
+  SRTLoader:
+    documentation: "https://example.com/SRTLoader"
+  TelegramChatLoader:
+    documentation: "https://example.com/TelegramChatLoader"
+  TextLoader:
+    documentation: "https://example.com/TextLoader"
+  UnstructuredWordDocumentLoader:
+    documentation: "https://example.com/UnstructuredWordDocumentLoader"
+  WebBaseLoader:
+    documentation: "https://example.com/WebBaseLoader"
+  AZLyricsLoader:
+    documentation: "https://example.com/AZLyricsLoader"
+  CollegeConfidentialLoader:
+    documentation: "https://example.com/CollegeConfidentialLoader"
+  HNLoader:
+    documentation: "https://example.com/HNLoader"
+  IFixitLoader:
+    documentation: "https://example.com/IFixitLoader"
+  IMSDbLoader:
+    documentation: "https://example.com/IMSDbLoader"
+  GitbookLoader:
+    documentation: "https://example.com/GitbookLoader"
+  ReadTheDocsLoader:
+    documentation: "https://example.com/ReadTheDocsLoader"
+  SlackDirectoryLoader:
+    documentation: "https://example.com/SlackDirectoryLoader"
+  NotionDirectoryLoader:
+    documentation: "https://example.com/NotionDirectoryLoader"
+  DirectoryLoader:
+    documentation: "https://example.com/DirectoryLoader"
+  GitLoader:
+    documentation: "https://example.com/GitLoader"
 embeddings:
-  - OpenAIEmbeddings
-  - HuggingFaceEmbeddings
-  - CohereEmbeddings
+  OpenAIEmbeddings:
+    documentation: "https://example.com/OpenAIEmbeddings"
+  HuggingFaceEmbeddings:
+    documentation: "https://example.com/HuggingFaceEmbeddings"
+  CohereEmbeddings:
+    documentation: "https://example.com/CohereEmbeddings"
 llms:
-  - OpenAI
-  # - AzureOpenAI
-  # - AzureChatOpenAI
-  - ChatOpenAI
-  - LlamaCpp
-  - CTransformers
-  - Cohere
-  - Anthropic
-  - ChatAnthropic
-  - HuggingFaceHub
+  OpenAI:
+    documentation: "https://example.com/OpenAI"
+  ChatOpenAI:
+    documentation: "https://example.com/ChatOpenAI"
+  LlamaCpp:
+    documentation: "https://example.com/LlamaCpp"
+  CTransformers:
+    documentation: "https://example.com/CTransformers"
+  Cohere:
+    documentation: "https://example.com/Cohere"
+  Anthropic:
+    documentation: "https://example.com/Anthropic"
+  ChatAnthropic:
+    documentation: "https://example.com/ChatAnthropic"
+  HuggingFaceHub:
+    documentation: "https://example.com/HuggingFaceHub"
 memories:
-  - ConversationBufferMemory
-  - ConversationSummaryMemory
-  - ConversationKGMemory
+  ConversationBufferMemory:
+    documentation: "https://example.com/ConversationBufferMemory"
+  ConversationSummaryMemory:
+    documentation: "https://example.com/ConversationSummaryMemory"
+  ConversationKGMemory:
+    documentation: "https://example.com/ConversationKGMemory"
 prompts:
-  - PromptTemplate
-  - FewShotPromptTemplate
-  - ZeroShotPrompt
+  PromptTemplate:
+    documentation: "https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"
+  ZeroShotPrompt:
+    documentation: "https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent"
 textsplitters:
-  - CharacterTextSplitter
-  - RecursiveCharacterTextSplitter
-  # - LatexTextSplitter
-  # - PythonCodeTextSplitter
+  CharacterTextSplitter:
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"
+  RecursiveCharacterTextSplitter:
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/recursive_text_splitter"
 toolkits:
-  - OpenAPIToolkit
-  - JsonToolkit
-  - VectorStoreInfo
-  - VectorStoreRouterToolkit
-  - VectorStoreToolkit
+  OpenAPIToolkit:
+    documentation: "https://example.com/OpenAPIToolkit"
+  JsonToolkit:
+    documentation: "https://example.com/JsonToolkit"
+  VectorStoreInfo:
+    documentation: "https://example.com/VectorStoreInfo"
+  VectorStoreRouterToolkit:
+    documentation: "https://example.com/VectorStoreRouterToolkit"
+  VectorStoreToolkit:
+    documentation: "https://example.com/VectorStoreToolkit"
 tools:
-  - Search
-  - PAL-MATH
-  - Calculator
-  - Serper Search
-  - Tool
-  - PythonFunctionTool
-  - PythonFunction
-  - JsonSpec
-  - News API
-  - TMDB API
-  - Podcast API
-  - QuerySQLDataBaseTool
-  - InfoSQLDatabaseTool
-  - ListSQLDatabaseTool
-  # - QueryCheckerTool
-  - BingSearchRun
-  - GoogleSearchRun
-  - GoogleSearchResults
-  - GoogleSerperRun
-  - JsonListKeysTool
-  - JsonGetValueTool
-  - PythonREPLTool
-  - PythonAstREPLTool
-  - RequestsGetTool
-  - RequestsPostTool
-  - RequestsPatchTool
-  - RequestsPutTool
-  - RequestsDeleteTool
-  - WikipediaQueryRun
-  - WolframAlphaQueryRun
+  Search:
+    documentation: "https://example.com/Search"
+  PAL-MATH:
+    documentation: "https://example.com/PAL-MATH"
+  Calculator:
+    documentation: "https://example.com/Calculator"
+  Serper Search:
+    documentation: "https://example.com/SerperSearch"
+  Tool:
+    documentation: "https://example.com/Tool"
+  PythonFunctionTool:
+    documentation: "https://example.com/PythonFunctionTool"
+  PythonFunction:
+    documentation: "https://example.com/PythonFunction"
+  JsonSpec:
+    documentation: "https://example.com/JsonSpec"
+  News API:
+    documentation: "https://example.com/NewsAPI"
+  TMDB API:
+    documentation: "https://example.com/TMDBAPI"
+  Podcast API:
+    documentation: "https://example.com/PodcastAPI"
+  QuerySQLDataBaseTool:
+    documentation: "https://example.com/QuerySQLDataBaseTool"
+  InfoSQLDatabaseTool:
+    documentation: "https://example.com/InfoSQLDatabaseTool"
+  ListSQLDatabaseTool:
+    documentation: "https://example.com/ListSQLDatabaseTool"
+  BingSearchRun:
+    documentation: "https://example.com/BingSearchRun"
+  GoogleSearchRun:
+    documentation: "https://example.com/GoogleSearchRun"
+  GoogleSearchResults:
+    documentation: "https://example.com/GoogleSearchResults"
+  GoogleSerperRun:
+    documentation: "https://example.com/GoogleSerperRun"
+  JsonListKeysTool:
+    documentation: "https://example.com/JsonListKeysTool"
+  JsonGetValueTool:
+    documentation: "https://example.com/JsonGetValueTool"
+  PythonREPLTool:
+    documentation: "https://example.com/PythonREPLTool"
+  PythonAstREPLTool:
+    documentation: "https://example.com/PythonAstREPLTool"
+  RequestsGetTool:
+    documentation: "https://example.com/RequestsGetTool"
+  RequestsPostTool:
+    documentation: "https://example.com/RequestsPostTool"
+  RequestsPatchTool:
+    documentation: "https://example.com/RequestsPatchTool"
+  RequestsPutTool:
+    documentation: "https://example.com/RequestsPutTool"
+  RequestsDeleteTool:
+    documentation: "https://example.com/RequestsDeleteTool"
+  WikipediaQueryRun:
+    documentation: "https://example.com/WikipediaQueryRun"
+  WolframAlphaQueryRun:
+    documentation: "https://example.com/WolframAlphaQueryRun"
 utilities:
-  - BingSearchAPIWrapper
-  - GoogleSearchAPIWrapper
-  - GoogleSerperAPIWrapper
-  - SearxResults
-  - SearxSearchWrapper
-  - SerpAPIWrapper
-  - WikipediaAPIWrapper
-  - WolframAlphaAPIWrapper
-  # - ZapierNLAWrapper
-  - SQLDatabase
+  BingSearchAPIWrapper:
+    documentation: "https://example.com/BingSearchAPIWrapper"
+  GoogleSearchAPIWrapper:
+    documentation: "https://example.com/GoogleSearchAPIWrapper"
+  GoogleSerperAPIWrapper:
+    documentation: "https://example.com/GoogleSerperAPIWrapper"
+  SearxResults:
+    documentation: "https://example.com/SearxResults"
+  SearxSearchWrapper:
+    documentation: "https://example.com/SearxSearchWrapper"
+  SerpAPIWrapper:
+    documentation: "https://example.com/SerpAPIWrapper"
+  WikipediaAPIWrapper:
+    documentation: "https://example.com/WikipediaAPIWrapper"
+  WolframAlphaAPIWrapper:
+    documentation: "https://example.com/WolframAlphaAPIWrapper"
 vectorstores:
-  - Chroma
-  - Qdrant
-  - Weaviate
-  - FAISS
-  - Pinecone
-  - SupabaseVectorStore
-  - MongoDBAtlasVectorSearch
+  Chroma:
+    documentation: "https://example.com/Chroma"
+  Qdrant:
+    documentation: "https://example.com/Qdrant"
+  Weaviate:
+    documentation: "https://example.com/Weaviate"
+  FAISS:
+    documentation: "https://example.com/FAISS"
+  Pinecone:
+    documentation: "https://example.com/Pinecone"
+  SupabaseVectorStore:
+    documentation: "https://example.com/SupabaseVectorStore"
+  MongoDBAtlasVectorSearch:
+    documentation: "https://example.com/MongoDBAtlasVectorSearch"
 wrappers:
-  - RequestsWrapper
-  # - ChatPromptTemplate
-  # - SystemMessagePromptTemplate
-  # - HumanMessagePromptTemplate
+  RequestsWrapper:
+    documentation: "https://example.com/RequestsWrapper"
diff --git a/src/backend/langflow/settings.py b/src/backend/langflow/settings.py
index 9d6ac3fa9..fac0dab8b 100644
--- a/src/backend/langflow/settings.py
+++ b/src/backend/langflow/settings.py
@@ -1,24 +1,23 @@
 import os
-from typing import List
 
 import yaml
 from pydantic import BaseSettings, root_validator
 
 
 class Settings(BaseSettings):
-    chains: List[str] = []
-    agents: List[str] = []
-    prompts: List[str] = []
-    llms: List[str] = []
-    tools: List[str] = []
-    memories: List[str] = []
-    embeddings: List[str] = []
-    vectorstores: List[str] = []
-    documentloaders: List[str] = []
-    wrappers: List[str] = []
-    toolkits: List[str] = []
-    textsplitters: List[str] = []
-    utilities: List[str] = []
+    chains: dict = {}
+    agents: dict = {}
+    prompts: dict = {}
+    llms: dict = {}
+    tools: dict = {}
+    memories: dict = {}
+    embeddings: dict = {}
+    vectorstores: dict = {}
+    documentloaders: dict = {}
+    wrappers: dict = {}
+    toolkits: dict = {}
+    textsplitters: dict = {}
+    utilities: dict = {}
     dev: bool = False
     database_url: str = "sqlite:///./langflow.db"
     remove_api_keys: bool = False

From 08cdc15d98bc850680584503be74218333beaa7b Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sat, 24 Jun 2023 16:31:47 -0300
Subject: [PATCH 03/43] =?UTF-8?q?=F0=9F=94=8D=20refactor(base.py):=20add?=
 =?UTF-8?q?=20documentation=20support=20to=20LangChainTypeCreator=20This?=
 =?UTF-8?q?=20commit=20adds=20a=20new=20property=20to=20the=20LangChainTyp?=
 =?UTF-8?q?eCreator=20class=20called=20docs=5Fmap,=20which=20is=20a=20dict?=
 =?UTF-8?q?ionary=20that=20maps=20the=20name=20of=20the=20component=20to?=
 =?UTF-8?q?=20its=20documentation=20link.=20The=20docs=5Fmap=20property=20?=
 =?UTF-8?q?is=20used=20to=20set=20the=20documentation=20of=20the=20compone?=
 =?UTF-8?q?nt=20in=20the=20signature=20of=20the=20component.=20This=20chan?=
 =?UTF-8?q?ge=20improves=20the=20readability=20and=20maintainability=20of?=
 =?UTF-8?q?=20the=20code=20by=20making=20it=20easier=20to=20add=20and=20up?=
 =?UTF-8?q?date=20documentation=20for=20components.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/base.py | 20 +++++++++++++++++++-
 1 file changed, 19 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/interface/base.py b/src/backend/langflow/interface/base.py
index df0c2c50c..6e1522dd2 100644
--- a/src/backend/langflow/interface/base.py
+++ b/src/backend/langflow/interface/base.py
@@ -8,6 +8,7 @@ from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
 from langflow.template.template.base import Template
 from langflow.utils.logger import logger
+from langflow.settings import settings
 
 # Assuming necessary imports for Field, Template, and FrontendNode classes
 
@@ -15,12 +16,29 @@ from langflow.utils.logger import logger
 class LangChainTypeCreator(BaseModel, ABC):
     type_name: str
     type_dict: Optional[Dict] = None
+    name_docs_dict: Optional[Dict[str, str]] = None
 
     @property
     def frontend_node_class(self) -> Type[FrontendNode]:
         """The class type of the FrontendNode created in frontend_node."""
         return FrontendNode
 
+    @property
+    def docs_map(self) -> Dict[str, str]:
+        """A dict with the name of the component as key and the documentation link as value."""
+        if self.name_docs_dict is None:
+            try:
+                type_settings = getattr(settings, self.type_name)
+                self.name_docs_dict = {
+                    name: value_dict["documentation"]
+                    for name, value_dict in type_settings.items()
+                }
+            except AttributeError as exc:
+                logger.error(exc)
+
+                self.name_docs_dict = {}
+        return self.name_docs_dict
+
     @property
     @abstractmethod
     def type_to_loader_dict(self) -> Dict:
@@ -83,7 +101,7 @@ class LangChainTypeCreator(BaseModel, ABC):
 
         signature.add_extra_fields()
         signature.add_extra_base_classes()
-
+        signature.set_documentation(self.docs_map.get(name, ""))
         return signature
 
 

From 2de86cbac4ac74792f631d53108788d012dd69c6 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sat, 24 Jun 2023 16:32:00 -0300
Subject: [PATCH 04/43] =?UTF-8?q?=F0=9F=93=9D=20docs(frontend=5Fnode):=20a?=
 =?UTF-8?q?dd=20set=5Fdocumentation=20method=20to=20set=20the=20documentat?=
 =?UTF-8?q?ion=20of=20the=20frontend=20node=20=E2=9C=A8=20feat(frontend=5F?=
 =?UTF-8?q?node):=20add=20documentation=20field=20to=20the=20frontend=20no?=
 =?UTF-8?q?de=20dict=20representation=20The=20`set=5Fdocumentation`=20meth?=
 =?UTF-8?q?od=20is=20added=20to=20the=20`FrontendNode`=20class=20to=20allo?=
 =?UTF-8?q?w=20setting=20the=20documentation=20of=20the=20frontend=20node.?=
 =?UTF-8?q?=20The=20`to=5Fdict`=20method=20is=20updated=20to=20include=20t?=
 =?UTF-8?q?he=20`documentation`=20field=20in=20the=20dict=20representation?=
 =?UTF-8?q?=20of=20the=20frontend=20node.=20This=20improves=20the=20readab?=
 =?UTF-8?q?ility=20and=20usability=20of=20the=20frontend=20node=20by=20pro?=
 =?UTF-8?q?viding=20documentation=20for=20the=20node.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/base.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/base.py b/src/backend/langflow/template/frontend_node/base.py
index 4801da086..751ecb709 100644
--- a/src/backend/langflow/template/frontend_node/base.py
+++ b/src/backend/langflow/template/frontend_node/base.py
@@ -15,14 +15,21 @@ class FrontendNode(BaseModel):
     base_classes: List[str]
     name: str = ""
     display_name: str = ""
+    documentation: str = ""
+
+    def set_documentation(self, documentation: str) -> None:
+        """Sets the documentation of the frontend node."""
+        self.documentation = documentation
 
     def to_dict(self) -> dict:
+        """Returns a dict representation of the frontend node."""
         return {
             self.name: {
                 "template": self.template.to_dict(self.format_field),
                 "description": self.description,
                 "base_classes": self.base_classes,
                 "display_name": self.display_name or self.name,
+                "documentation": self.documentation,
             },
         }
 

From f52feac7e5bad32f396e189655d520e8edc8337f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sat, 24 Jun 2023 16:32:32 -0300
Subject: [PATCH 05/43] =?UTF-8?q?=F0=9F=8E=A8=20style(GenericNode/index.ts?=
 =?UTF-8?q?x):=20remove=20unused=20imports=20and=20add=20documentation=20l?=
 =?UTF-8?q?ink=20to=20node=20toolbar=20=F0=9F=9A=80=20feat(api/index.ts):?=
 =?UTF-8?q?=20add=20documentation=20field=20to=20APIClassType=20The=20unus?=
 =?UTF-8?q?ed=20imports=20were=20removed=20to=20improve=20code=20readabili?=
 =?UTF-8?q?ty.=20A=20documentation=20link=20was=20added=20to=20the=20node?=
 =?UTF-8?q?=20toolbar=20to=20allow=20users=20to=20easily=20access=20the=20?=
 =?UTF-8?q?documentation=20for=20the=20node.=20The=20documentation=20field?=
 =?UTF-8?q?=20was=20added=20to=20the=20APIClassType=20to=20allow=20for=20t?=
 =?UTF-8?q?he=20storage=20of=20a=20link=20to=20the=20documentation=20for?=
 =?UTF-8?q?=20the=20API=20class.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../src/CustomNodes/GenericNode/index.tsx     | 25 ++++++++++---------
 src/frontend/src/types/api/index.ts           |  1 +
 2 files changed, 14 insertions(+), 12 deletions(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index 1668b1d4e..c2c58decf 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -6,16 +6,7 @@ import {
 } from "../../utils";
 import ParameterComponent from "./components/parameterComponent";
 import { typesContext } from "../../contexts/typesContext";
-import {
-  useContext,
-  useState,
-  useEffect,
-  useRef,
-  ForwardRefExoticComponent,
-  ComponentType,
-  SVGProps,
-  ReactNode,
-} from "react";
+import { useContext, useState, useEffect, useRef } from "react";
 import { NodeDataType } from "../../types/flow";
 import { alertContext } from "../../contexts/alertContext";
 import { PopUpContext } from "../../contexts/popUpContext";
@@ -23,10 +14,9 @@ import NodeModal from "../../modals/NodeModal";
 import Tooltip from "../../components/TooltipComponent";
 import { NodeToolbar } from "reactflow";
 import NodeToolbarComponent from "../../pages/FlowPage/components/nodeToolbarComponent";
-
+import { Info } from "lucide-react";
 import ShadTooltip from "../../components/ShadTooltipComponent";
 import { useSSE } from "../../contexts/SSEContext";
-import { ReactElement } from "react-markdown/lib/react-markdown";
 
 export default function GenericNode({
   data,
@@ -124,6 +114,17 @@ export default function GenericNode({
             ></button>
           </div>
           <div className="flex gap-3">
+            <div className=" px-5 pb-3 mr-5">
+              <Tooltip title={`Open ${data.node.display_name} documentation`}>
+                <a
+                  href={data.node.documentation}
+                  target="_blank"
+                  rel="noopener noreferrer"
+                >
+                  <Info />
+                </a>
+              </Tooltip>
+            </div>
             <div>
               <Tooltip
                 title={
diff --git a/src/frontend/src/types/api/index.ts b/src/frontend/src/types/api/index.ts
index 928a088dd..feac95447 100644
--- a/src/frontend/src/types/api/index.ts
+++ b/src/frontend/src/types/api/index.ts
@@ -12,6 +12,7 @@ export type APIClassType = {
   description: string;
   template: APITemplateType;
   display_name: string;
+  documentation: string;
   [key: string]: Array<string> | string | APITemplateType;
 };
 export type TemplateVariableType = {

From 99f0b803e9b81ce0cffaf50840121edaaba400b2 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sat, 24 Jun 2023 16:32:48 -0300
Subject: [PATCH 06/43] =?UTF-8?q?=F0=9F=94=A8=20refactor(tabsContext.tsx):?=
 =?UTF-8?q?=20improve=20code=20readability=20by=20adding=20whitespace=20an?=
 =?UTF-8?q?d=20consistent=20formatting=20The=20code=20has=20been=20refacto?=
 =?UTF-8?q?red=20to=20improve=20readability=20by=20adding=20whitespace=20a?=
 =?UTF-8?q?nd=20consistent=20formatting.=20The=20function=20names=20have?=
 =?UTF-8?q?=20been=20updated=20to=20use=20camelCase=20for=20consistency.?=
 =?UTF-8?q?=20The=20updateDisplay=5Fname=20function=20has=20been=20updated?=
 =?UTF-8?q?=20to=20use=20a=20logical=20OR=20operator=20instead=20of=20a=20?=
 =?UTF-8?q?ternary=20operator=20for=20better=20readability.=20The=20update?=
 =?UTF-8?q?NodeDocumentation=20function=20has=20been=20added=20to=20update?=
 =?UTF-8?q?=20the=20node=20documentation.=20The=20updateNodeBaseClasses,?=
 =?UTF-8?q?=20updateNodeEdges,=20updateNodeDescription,=20and=20updateNode?=
 =?UTF-8?q?Template=20functions=20have=20been=20updated=20to=20use=20consi?=
 =?UTF-8?q?stent=20parameter=20names=20and=20whitespace.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/contexts/tabsContext.tsx | 30 +++++++++++++++--------
 1 file changed, 20 insertions(+), 10 deletions(-)

diff --git a/src/frontend/src/contexts/tabsContext.tsx b/src/frontend/src/contexts/tabsContext.tsx
index 7637699e3..8a2e17465 100644
--- a/src/frontend/src/contexts/tabsContext.tsx
+++ b/src/frontend/src/contexts/tabsContext.tsx
@@ -192,39 +192,49 @@ export function TabsProvider({ children }: { children: ReactNode }) {
   }
 
   function processFlowEdges(flow) {
-    if(!flow.data || !flow.data.edges) return;
+    if (!flow.data || !flow.data.edges) return;
     flow.data.edges.forEach((edge) => {
       edge.className = "";
       edge.style = { stroke: "#555555" };
     });
   }
-  function updateDisplay_name(node:NodeType,template:APIClassType) {
-    node.data.node.display_name = template["display_name"]?template["display_name"]:node.data.type;
+
+  function updateDisplay_name(node: NodeType, template: APIClassType) {
+    node.data.node.display_name = template["display_name"] || node.data.type;
+  }
+
+  function updateNodeDocumentation(node: NodeType, template: APIClassType) {
+    node.data.node.documentation = template["documentation"];
   }
 
   function processFlowNodes(flow) {
-    if(!flow.data || !flow.data.nodes) return;
-    flow.data.nodes.forEach((node:NodeType) => {
+    if (!flow.data || !flow.data.nodes) return;
+    flow.data.nodes.forEach((node: NodeType) => {
       const template = templates[node.data.type];
       if (!template) {
         setErrorData({ title: `Unknown node type: ${node.data.type}` });
         return;
       }
       if (Object.keys(template["template"]).length > 0) {
-        updateDisplay_name(node,template);
+        updateDisplay_name(node, template);
         updateNodeBaseClasses(node, template);
         updateNodeEdges(flow, node, template);
         updateNodeDescription(node, template);
         updateNodeTemplate(node, template);
+        updateNodeDocumentation(node, template);
       }
     });
   }
 
-  function updateNodeBaseClasses(node:NodeType,template:APIClassType) {
+  function updateNodeBaseClasses(node: NodeType, template: APIClassType) {
     node.data.node.base_classes = template["base_classes"];
   }
 
-  function updateNodeEdges(flow:FlowType, node:NodeType,template:APIClassType) {
+  function updateNodeEdges(
+    flow: FlowType,
+    node: NodeType,
+    template: APIClassType
+  ) {
     flow.data.edges.forEach((edge) => {
       if (edge.source === node.id) {
         edge.sourceHandle = edge.sourceHandle
@@ -236,11 +246,11 @@ export function TabsProvider({ children }: { children: ReactNode }) {
     });
   }
 
-  function updateNodeDescription(node:NodeType,template:APIClassType) {
+  function updateNodeDescription(node: NodeType, template: APIClassType) {
     node.data.node.description = template["description"];
   }
 
-  function updateNodeTemplate(node:NodeType,template:APIClassType) {
+  function updateNodeTemplate(node: NodeType, template: APIClassType) {
     node.data.node.template = updateTemplate(
       template["template"] as unknown as APITemplateType,
       node.data.node.template as APITemplateType

From aa4b7bfc327f22191dc75df670610faabac354a0 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sat, 24 Jun 2023 16:38:11 -0300
Subject: [PATCH 07/43] =?UTF-8?q?=F0=9F=90=9B=20fix(GenericNode):=20add=20?=
 =?UTF-8?q?conditional=20rendering=20to=20documentation=20link=20to=20prev?=
 =?UTF-8?q?ent=20empty=20href=20The=20documentation=20link=20was=20previou?=
 =?UTF-8?q?sly=20always=20rendered,=20even=20if=20the=20href=20was=20empty?=
 =?UTF-8?q?.=20This=20caused=20an=20issue=20where=20the=20link=20would=20b?=
 =?UTF-8?q?e=20clickable=20but=20lead=20to=20nowhere.=20The=20fix=20adds?=
 =?UTF-8?q?=20a=20conditional=20rendering=20to=20the=20link,=20so=20it=20i?=
 =?UTF-8?q?s=20only=20rendered=20if=20the=20href=20is=20not=20empty.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../src/CustomNodes/GenericNode/index.tsx     | 20 ++++++++++---------
 1 file changed, 11 insertions(+), 9 deletions(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index c2c58decf..0bab24969 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -115,15 +115,17 @@ export default function GenericNode({
           </div>
           <div className="flex gap-3">
             <div className=" px-5 pb-3 mr-5">
-              <Tooltip title={`Open ${data.node.display_name} documentation`}>
-                <a
-                  href={data.node.documentation}
-                  target="_blank"
-                  rel="noopener noreferrer"
-                >
-                  <Info />
-                </a>
-              </Tooltip>
+              {data.node.documentation !== "" && (
+                <Tooltip title={`Open ${data.node.display_name} documentation`}>
+                  <a
+                    href={data.node.documentation}
+                    target="_blank"
+                    rel="noopener noreferrer"
+                  >
+                    <Info />
+                  </a>
+                </Tooltip>
+              )}
             </div>
             <div>
               <Tooltip

From e7ce83562fe04cdf28863ccac7042ed98612ecfc Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sat, 24 Jun 2023 16:38:24 -0300
Subject: [PATCH 08/43] =?UTF-8?q?=F0=9F=90=9B=20fix(settings.py):=20change?=
 =?UTF-8?q?=20default=20values=20of=20settings=20attributes=20from=20list?=
 =?UTF-8?q?=20to=20dictionary=20The=20default=20values=20of=20the=20settin?=
 =?UTF-8?q?gs=20attributes=20were=20changed=20from=20an=20empty=20list=20t?=
 =?UTF-8?q?o=20an=20empty=20dictionary.=20This=20change=20was=20made=20to?=
 =?UTF-8?q?=20avoid=20errors=20that=20could=20occur=20when=20trying=20to?=
 =?UTF-8?q?=20access=20a=20non-existent=20key=20in=20the=20dictionary.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/settings.py | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/src/backend/langflow/settings.py b/src/backend/langflow/settings.py
index fac0dab8b..0a50a907f 100644
--- a/src/backend/langflow/settings.py
+++ b/src/backend/langflow/settings.py
@@ -36,16 +36,16 @@ class Settings(BaseSettings):
 
     def update_from_yaml(self, file_path: str, dev: bool = False):
         new_settings = load_settings_from_yaml(file_path)
-        self.chains = new_settings.chains or []
-        self.agents = new_settings.agents or []
-        self.prompts = new_settings.prompts or []
-        self.llms = new_settings.llms or []
-        self.tools = new_settings.tools or []
-        self.memories = new_settings.memories or []
-        self.wrappers = new_settings.wrappers or []
-        self.toolkits = new_settings.toolkits or []
-        self.textsplitters = new_settings.textsplitters or []
-        self.utilities = new_settings.utilities or []
+        self.chains = new_settings.chains or {}
+        self.agents = new_settings.agents or {}
+        self.prompts = new_settings.prompts or {}
+        self.llms = new_settings.llms or {}
+        self.tools = new_settings.tools or {}
+        self.memories = new_settings.memories or {}
+        self.wrappers = new_settings.wrappers or {}
+        self.toolkits = new_settings.toolkits or {}
+        self.textsplitters = new_settings.textsplitters or {}
+        self.utilities = new_settings.utilities or {}
         self.dev = dev
 
     def update_settings(self, **kwargs):

From d0893d2eb79913bb10400c57be31951b83d031f2 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sat, 24 Jun 2023 16:53:13 -0300
Subject: [PATCH 09/43] =?UTF-8?q?=F0=9F=94=A5=20chore(test=5Fprompts=5Ftem?=
 =?UTF-8?q?plate.py):=20remove=20unused=20test=5Ffew=5Fshot=5Fprompt=5Ftem?=
 =?UTF-8?q?plate=20function=20The=20test=5Ffew=5Fshot=5Fprompt=5Ftemplate?=
 =?UTF-8?q?=20function=20is=20not=20being=20used=20and=20is=20not=20necess?=
 =?UTF-8?q?ary=20for=20the=20tests.=20Removing=20it=20will=20make=20the=20?=
 =?UTF-8?q?code=20cleaner=20and=20easier=20to=20maintain.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 tests/test_prompts_template.py | 79 ----------------------------------
 1 file changed, 79 deletions(-)

diff --git a/tests/test_prompts_template.py b/tests/test_prompts_template.py
index a8562898c..5094f50f0 100644
--- a/tests/test_prompts_template.py
+++ b/tests/test_prompts_template.py
@@ -88,85 +88,6 @@ def test_prompt_template(client: TestClient):
     }
 
 
-def test_few_shot_prompt_template(client: TestClient):
-    response = client.get("api/v1/all")
-    assert response.status_code == 200
-    json_response = response.json()
-    prompts = json_response["prompts"]
-
-    prompt = prompts["FewShotPromptTemplate"]
-    template = prompt["template"]
-    # Test other fields in the template similar to PromptTemplate
-    assert template["examples"] == {
-        "required": False,
-        "placeholder": "",
-        "show": True,
-        "multiline": True,
-        "password": False,
-        "name": "examples",
-        "type": "prompt",
-        "list": True,
-        "advanced": False,
-    }
-    assert template["example_selector"] == {
-        "required": False,
-        "placeholder": "",
-        "show": False,
-        "multiline": False,
-        "password": False,
-        "name": "example_selector",
-        "type": "BaseExampleSelector",
-        "list": False,
-        "advanced": False,
-    }
-    assert template["example_prompt"] == {
-        "required": True,
-        "placeholder": "",
-        "show": True,
-        "multiline": False,
-        "password": False,
-        "name": "example_prompt",
-        "type": "PromptTemplate",
-        "list": False,
-        "advanced": False,
-    }
-    assert template["suffix"] == {
-        "required": True,
-        "placeholder": "",
-        "show": True,
-        "multiline": True,
-        "password": False,
-        "name": "suffix",
-        "type": "prompt",
-        "list": False,
-        "advanced": False,
-    }
-    assert template["example_separator"] == {
-        "required": False,
-        "placeholder": "",
-        "show": False,
-        "multiline": False,
-        "value": "\n\n",
-        "password": False,
-        "name": "example_separator",
-        "type": "str",
-        "list": False,
-        "advanced": False,
-    }
-    assert template["prefix"] == {
-        "required": False,
-        "placeholder": "",
-        "show": True,
-        "multiline": True,
-        "value": "",
-        "password": False,
-        "name": "prefix",
-        "type": "prompt",
-        "list": False,
-        "advanced": False,
-    }
-
-
 def test_zero_shot_prompt(client: TestClient):
     response = client.get("api/v1/all")
     assert response.status_code == 200

From 29542f4cf87e5b4a52ef77feefee4d6cb0d51e39 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 09:12:41 -0300
Subject: [PATCH 10/43] =?UTF-8?q?=F0=9F=94=A7=20chore(utils.py):=20add=20s?=
 =?UTF-8?q?etup=5Fllm=5Fcaching=20function=20to=20set=20up=20LLM=20caching?=
 =?UTF-8?q?=20=E2=9C=A8=20feat(main.py):=20call=20setup=5Fllm=5Fcaching=20?=
 =?UTF-8?q?function=20on=20app=20startup=20The=20`setup=5Fllm=5Fcaching`?=
 =?UTF-8?q?=20function=20is=20added=20to=20`utils.py`=20to=20set=20up=20LL?=
 =?UTF-8?q?M=20caching.=20The=20function=20is=20then=20called=20on=20app?=
 =?UTF-8?q?=20startup=20in=20`main.py`=20using=20the=20`app.on=5Fevent("st?=
 =?UTF-8?q?artup")`=20method.=20This=20improves=20the=20performance=20of?=
 =?UTF-8?q?=20the=20application=20by=20caching=20LLM=20objects.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/utils.py | 10 ++++++++++
 src/backend/langflow/main.py            |  2 ++
 2 files changed, 12 insertions(+)

diff --git a/src/backend/langflow/interface/utils.py b/src/backend/langflow/interface/utils.py
index 2777025ab..668e1e6e4 100644
--- a/src/backend/langflow/interface/utils.py
+++ b/src/backend/langflow/interface/utils.py
@@ -7,6 +7,7 @@ import re
 import yaml
 from langchain.base_language import BaseLanguageModel
 from PIL.Image import Image
+from langflow.utils.logger import logger
 
 
 def load_file_into_dict(file_path: str) -> dict:
@@ -58,3 +59,12 @@ def try_setting_streaming_options(langchain_object, websocket):
 def extract_input_variables_from_prompt(prompt: str) -> list[str]:
     """Extract input variables from prompt."""
     return re.findall(r"{(.*?)}", prompt)
+
+
+def setup_llm_caching():
+    """Setup LLM caching."""
+    import langchain
+    from langchain.cache import SQLiteCache
+
+    logger.debug("Setting up LLM caching")
+    langchain.llm_cache = SQLiteCache()
diff --git a/src/backend/langflow/main.py b/src/backend/langflow/main.py
index ad3217eb5..2a1293f2e 100644
--- a/src/backend/langflow/main.py
+++ b/src/backend/langflow/main.py
@@ -3,6 +3,7 @@ from fastapi.middleware.cors import CORSMiddleware
 
 from langflow.api import router
 from langflow.database.base import create_db_and_tables
+from langflow.interface.utils import setup_llm_caching
 
 
 def create_app():
@@ -28,6 +29,7 @@ def create_app():
 
     app.include_router(router)
     app.on_event("startup")(create_db_and_tables)
+    app.on_event("startup")(setup_llm_caching)
     return app
 
 

From d523b7f8b07194a81a832f174a77ccb21b488182 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 09:26:13 -0300
Subject: [PATCH 11/43] fix: removing placeholders

---
 src/backend/langflow/config.yaml | 204 +++++++++++++++----------------
 1 file changed, 102 insertions(+), 102 deletions(-)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index a8f4f6b53..0abeb7a7e 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -8,11 +8,11 @@ agents:
   AgentInitializer:
     documentation: "https://python.langchain.com/docs/modules/agents/agent_types/"
   VectorStoreAgent:
-    documentation: "https://example.com/VectorStoreAgent"
+    documentation: ""
   VectorStoreRouterAgent:
-    documentation: "https://example.com/VectorStoreRouterAgent"
+    documentation: ""
   SQLAgent:
-    documentation: "https://example.com/SQLAgent"
+    documentation: ""
 chains:
   LLMChain:
     documentation: "https://python.langchain.com/docs/modules/chains/foundational/llm_chain"
@@ -21,111 +21,111 @@ chains:
   LLMCheckerChain:
     documentation: "https://python.langchain.com/docs/modules/chains/additional/llm_checker"
   ConversationChain:
-    documentation: "https://example.com/ConversationChain"
+    documentation: ""
   SeriesCharacterChain:
-    documentation: "https://example.com/SeriesCharacterChain"
+    documentation: ""
   MidJourneyPromptChain:
-    documentation: "https://example.com/MidJourneyPromptChain"
+    documentation: ""
   TimeTravelGuideChain:
-    documentation: "https://example.com/TimeTravelGuideChain"
+    documentation: ""
   SQLDatabaseChain:
-    documentation: "https://example.com/SQLDatabaseChain"
+    documentation: ""
   RetrievalQA:
     documentation: "https://python.langchain.com/docs/modules/chains/popular/vector_db_qa"
   RetrievalQAWithSourcesChain:
-    documentation: "https://example.com/RetrievalQAWithSourcesChain"
+    documentation: ""
   ConversationalRetrievalChain:
     documentation: "https://python.langchain.com/docs/modules/chains/popular/chat_vector_db"
   CombineDocsChain:
-    documentation: "https://example.com/CombineDocsChain"
+    documentation: ""
 documentloaders:
   AirbyteJSONLoader:
-    documentation: "https://example.com/AirbyteJSONLoader"
+    documentation: ""
   CoNLLULoader:
-    documentation: "https://example.com/CoNLLULoader"
+    documentation: ""
   CSVLoader:
-    documentation: "https://example.com/CSVLoader"
+    documentation: ""
   UnstructuredEmailLoader:
-    documentation: "https://example.com/UnstructuredEmailLoader"
+    documentation: ""
   EverNoteLoader:
-    documentation: "https://example.com/EverNoteLoader"
+    documentation: ""
   FacebookChatLoader:
-    documentation: "https://example.com/FacebookChatLoader"
+    documentation: ""
   GutenbergLoader:
-    documentation: "https://example.com/GutenbergLoader"
+    documentation: ""
   BSHTMLLoader:
-    documentation: "https://example.com/BSHTMLLoader"
+    documentation: ""
   UnstructuredHTMLLoader:
-    documentation: "https://example.com/UnstructuredHTMLLoader"
+    documentation: ""
   UnstructuredMarkdownLoader:
-    documentation: "https://example.com/UnstructuredMarkdownLoader"
+    documentation: ""
   PyPDFLoader:
-    documentation: "https://example.com/PyPDFLoader"
+    documentation: ""
   UnstructuredPowerPointLoader:
-    documentation: "https://example.com/UnstructuredPowerPointLoader"
+    documentation: ""
   SRTLoader:
-    documentation: "https://example.com/SRTLoader"
+    documentation: ""
   TelegramChatLoader:
-    documentation: "https://example.com/TelegramChatLoader"
+    documentation: ""
   TextLoader:
-    documentation: "https://example.com/TextLoader"
+    documentation: ""
   UnstructuredWordDocumentLoader:
-    documentation: "https://example.com/UnstructuredWordDocumentLoader"
+    documentation: ""
   WebBaseLoader:
-    documentation: "https://example.com/WebBaseLoader"
+    documentation: ""
   AZLyricsLoader:
-    documentation: "https://example.com/AZLyricsLoader"
+    documentation: ""
   CollegeConfidentialLoader:
-    documentation: "https://example.com/CollegeConfidentialLoader"
+    documentation: ""
   HNLoader:
-    documentation: "https://example.com/HNLoader"
+    documentation: ""
   IFixitLoader:
-    documentation: "https://example.com/IFixitLoader"
+    documentation: ""
   IMSDbLoader:
-    documentation: "https://example.com/IMSDbLoader"
+    documentation: ""
   GitbookLoader:
-    documentation: "https://example.com/GitbookLoader"
+    documentation: ""
   ReadTheDocsLoader:
-    documentation: "https://example.com/ReadTheDocsLoader"
+    documentation: ""
   SlackDirectoryLoader:
-    documentation: "https://example.com/SlackDirectoryLoader"
+    documentation: ""
   NotionDirectoryLoader:
-    documentation: "https://example.com/NotionDirectoryLoader"
+    documentation: ""
   DirectoryLoader:
-    documentation: "https://example.com/DirectoryLoader"
+    documentation: ""
   GitLoader:
-    documentation: "https://example.com/GitLoader"
+    documentation: ""
 embeddings:
   OpenAIEmbeddings:
-    documentation: "https://example.com/OpenAIEmbeddings"
+    documentation: ""
   HuggingFaceEmbeddings:
-    documentation: "https://example.com/HuggingFaceEmbeddings"
+    documentation: ""
   CohereEmbeddings:
-    documentation: "https://example.com/CohereEmbeddings"
+    documentation: ""
 llms:
   OpenAI:
-    documentation: "https://example.com/OpenAI"
+    documentation: ""
   ChatOpenAI:
-    documentation: "https://example.com/ChatOpenAI"
+    documentation: ""
   LlamaCpp:
-    documentation: "https://example.com/LlamaCpp"
+    documentation: ""
   CTransformers:
-    documentation: "https://example.com/CTransformers"
+    documentation: ""
   Cohere:
-    documentation: "https://example.com/Cohere"
+    documentation: ""
   Anthropic:
-    documentation: "https://example.com/Anthropic"
+    documentation: ""
   ChatAnthropic:
-    documentation: "https://example.com/ChatAnthropic"
+    documentation: ""
   HuggingFaceHub:
-    documentation: "https://example.com/HuggingFaceHub"
+    documentation: ""
 memories:
   ConversationBufferMemory:
-    documentation: "https://example.com/ConversationBufferMemory"
+    documentation: ""
   ConversationSummaryMemory:
-    documentation: "https://example.com/ConversationSummaryMemory"
+    documentation: ""
   ConversationKGMemory:
-    documentation: "https://example.com/ConversationKGMemory"
+    documentation: ""
 prompts:
   PromptTemplate:
     documentation: "https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"
@@ -138,106 +138,106 @@ textsplitters:
     documentation: "https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/recursive_text_splitter"
 toolkits:
   OpenAPIToolkit:
-    documentation: "https://example.com/OpenAPIToolkit"
+    documentation: ""
   JsonToolkit:
-    documentation: "https://example.com/JsonToolkit"
+    documentation: ""
   VectorStoreInfo:
-    documentation: "https://example.com/VectorStoreInfo"
+    documentation: ""
   VectorStoreRouterToolkit:
-    documentation: "https://example.com/VectorStoreRouterToolkit"
+    documentation: ""
   VectorStoreToolkit:
-    documentation: "https://example.com/VectorStoreToolkit"
+    documentation: ""
 tools:
   Search:
-    documentation: "https://example.com/Search"
+    documentation: ""
   PAL-MATH:
-    documentation: "https://example.com/PAL-MATH"
+    documentation: ""
   Calculator:
-    documentation: "https://example.com/Calculator"
+    documentation: ""
   Serper Search:
-    documentation: "https://example.com/SerperSearch"
+    documentation: ""
   Tool:
-    documentation: "https://example.com/Tool"
+    documentation: ""
   PythonFunctionTool:
-    documentation: "https://example.com/PythonFunctionTool"
+    documentation: ""
   PythonFunction:
-    documentation: "https://example.com/PythonFunction"
+    documentation: ""
   JsonSpec:
-    documentation: "https://example.com/JsonSpec"
+    documentation: ""
   News API:
-    documentation: "https://example.com/NewsAPI"
+    documentation: ""
   TMDB API:
-    documentation: "https://example.com/TMDBAPI"
+    documentation: ""
   Podcast API:
-    documentation: "https://example.com/PodcastAPI"
+    documentation: ""
   QuerySQLDataBaseTool:
-    documentation: "https://example.com/QuerySQLDataBaseTool"
+    documentation: ""
   InfoSQLDatabaseTool:
-    documentation: "https://example.com/InfoSQLDatabaseTool"
+    documentation: ""
   ListSQLDatabaseTool:
-    documentation: "https://example.com/ListSQLDatabaseTool"
+    documentation: ""
   BingSearchRun:
-    documentation: "https://example.com/BingSearchRun"
+    documentation: ""
   GoogleSearchRun:
-    documentation: "https://example.com/GoogleSearchRun"
+    documentation: ""
   GoogleSearchResults:
-    documentation: "https://example.com/GoogleSearchResults"
+    documentation: ""
   GoogleSerperRun:
-    documentation: "https://example.com/GoogleSerperRun"
+    documentation: ""
   JsonListKeysTool:
-    documentation: "https://example.com/JsonListKeysTool"
+    documentation: ""
   JsonGetValueTool:
-    documentation: "https://example.com/JsonGetValueTool"
+    documentation: ""
   PythonREPLTool:
-    documentation: "https://example.com/PythonREPLTool"
+    documentation: ""
   PythonAstREPLTool:
-    documentation: "https://example.com/PythonAstREPLTool"
+    documentation: ""
   RequestsGetTool:
-    documentation: "https://example.com/RequestsGetTool"
+    documentation: ""
   RequestsPostTool:
-    documentation: "https://example.com/RequestsPostTool"
+    documentation: ""
   RequestsPatchTool:
-    documentation: "https://example.com/RequestsPatchTool"
+    documentation: ""
   RequestsPutTool:
-    documentation: "https://example.com/RequestsPutTool"
+    documentation: ""
   RequestsDeleteTool:
-    documentation: "https://example.com/RequestsDeleteTool"
+    documentation: ""
   WikipediaQueryRun:
-    documentation: "https://example.com/WikipediaQueryRun"
+    documentation: ""
   WolframAlphaQueryRun:
-    documentation: "https://example.com/WolframAlphaQueryRun"
+    documentation: ""
 utilities:
   BingSearchAPIWrapper:
-    documentation: "https://example.com/BingSearchAPIWrapper"
+    documentation: ""
   GoogleSearchAPIWrapper:
-    documentation: "https://example.com/GoogleSearchAPIWrapper"
+    documentation: ""
   GoogleSerperAPIWrapper:
-    documentation: "https://example.com/GoogleSerperAPIWrapper"
+    documentation: ""
   SearxResults:
-    documentation: "https://example.com/SearxResults"
+    documentation: ""
   SearxSearchWrapper:
-    documentation: "https://example.com/SearxSearchWrapper"
+    documentation: ""
   SerpAPIWrapper:
-    documentation: "https://example.com/SerpAPIWrapper"
+    documentation: ""
   WikipediaAPIWrapper:
-    documentation: "https://example.com/WikipediaAPIWrapper"
+    documentation: ""
   WolframAlphaAPIWrapper:
-    documentation: "https://example.com/WolframAlphaAPIWrapper"
+    documentation: ""
 vectorstores:
   Chroma:
-    documentation: "https://example.com/Chroma"
+    documentation: ""
   Qdrant:
-    documentation: "https://example.com/Qdrant"
+    documentation: ""
   Weaviate:
-    documentation: "https://example.com/Weaviate"
+    documentation: ""
   FAISS:
-    documentation: "https://example.com/FAISS"
+    documentation: ""
   Pinecone:
-    documentation: "https://example.com/Pinecone"
+    documentation: ""
   SupabaseVectorStore:
-    documentation: "https://example.com/SupabaseVectorStore"
+    documentation: ""
   MongoDBAtlasVectorSearch:
-    documentation: "https://example.com/MongoDBAtlasVectorSearch"
+    documentation: ""
 wrappers:
   RequestsWrapper:
-    documentation: "https://example.com/RequestsWrapper"
+    documentation: ""

From 02befe50526fa454cb24409c7d925d936716da72 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 09:27:44 -0300
Subject: [PATCH 12/43] =?UTF-8?q?=F0=9F=93=9D=20docs(config.yaml):=20add?=
 =?UTF-8?q?=20documentation=20links=20for=20LlamaCpp=20and=20CTransformers?=
 =?UTF-8?q?=20integrations=20This=20commit=20adds=20documentation=20links?=
 =?UTF-8?q?=20for=20the=20LlamaCpp=20and=20CTransformers=20integrations=20?=
 =?UTF-8?q?in=20the=20config.yaml=20file.=20The=20links=20point=20to=20the?=
 =?UTF-8?q?=20relevant=20documentation=20pages=20on=20the=20LangChain=20we?=
 =?UTF-8?q?bsite.=20This=20improves=20the=20accessibility=20of=20the=20doc?=
 =?UTF-8?q?umentation=20for=20these=20integrations.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/config.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 0abeb7a7e..0077b4ba1 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -108,9 +108,9 @@ llms:
   ChatOpenAI:
     documentation: ""
   LlamaCpp:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/llamacpp"
   CTransformers:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/ctransformers"
   Cohere:
     documentation: ""
   Anthropic:

From 1a318a82aeed1e930e5a722e02c660ccf3c23bad Mon Sep 17 00:00:00 2001
From: Rodrigo Nader <rodrigosilvanader@gmail.com>
Date: Sun, 25 Jun 2023 17:40:14 -0300
Subject: [PATCH 13/43] Update README.md

---
 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 36ea5a20f..6d995e8c2 100644
--- a/README.md
+++ b/README.md
@@ -13,8 +13,9 @@
 <img alt="Github License" src="https://img.shields.io/github/license/logspace-ai/langflow" />
 </p>
 
+
 <p>
-<a href="https://discord.gg/FUhJnnJ9"><img alt="Discord Server" src="https://dcbadge.vercel.app/api/server/FUhJnnJ9?compact=true&style=flat"/></a>
+<a href="https://discord.gg/EqksyE2EX9"><img alt="Discord Server" src="https://dcbadge.vercel.app/api/server/EqksyE2EX9?compact=true&style=flat"/></a>
 <a href="https://huggingface.co/spaces/Logspace/LangFlow"><img src="https://huggingface.co/datasets/huggingface/badges/raw/main/open-in-hf-spaces-sm.svg" alt="HuggingFace Spaces"></a>
 </p>
 

From 89c2e5b0649eea501c9a10338da487cdf7617bf5 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 18:19:59 -0300
Subject: [PATCH 14/43] =?UTF-8?q?=F0=9F=9A=80=20feat(utils.py):=20add=20su?=
 =?UTF-8?q?pport=20for=20configurable=20LLM=20caching=20This=20commit=20ad?=
 =?UTF-8?q?ds=20support=20for=20configurable=20LLM=20caching.=20The=20`set?=
 =?UTF-8?q?up=5Fllm=5Fcaching`=20function=20now=20imports=20the=20cache=20?=
 =?UTF-8?q?class=20from=20the=20`langchain.cache`=20module=20based=20on=20?=
 =?UTF-8?q?the=20`settings.cache`=20value.=20If=20the=20import=20is=20succ?=
 =?UTF-8?q?essful,=20the=20`langchain.llm=5Fcache`=20is=20set=20to=20an=20?=
 =?UTF-8?q?instance=20of=20the=20cache=20class.=20If=20the=20import=20fail?=
 =?UTF-8?q?s,=20a=20warning=20is=20logged.=20If=20an=20exception=20is=20ra?=
 =?UTF-8?q?ised=20during=20the=20setup,=20a=20warning=20is=20logged=20with?=
 =?UTF-8?q?=20the=20error=20message.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/utils.py | 15 ++++++++++++---
 1 file changed, 12 insertions(+), 3 deletions(-)

diff --git a/src/backend/langflow/interface/utils.py b/src/backend/langflow/interface/utils.py
index 668e1e6e4..1a37e89b4 100644
--- a/src/backend/langflow/interface/utils.py
+++ b/src/backend/langflow/interface/utils.py
@@ -64,7 +64,16 @@ def extract_input_variables_from_prompt(prompt: str) -> list[str]:
 def setup_llm_caching():
     """Setup LLM caching."""
     import langchain
-    from langchain.cache import SQLiteCache
+    from langflow.settings import settings
+    from langflow.interface.importing.utils import import_class
 
-    logger.debug("Setting up LLM caching")
-    langchain.llm_cache = SQLiteCache()
+    try:
+        cache_class = import_class(f"langchain.cache.{settings.cache}")
+
+        logger.debug(f"Setting up LLM caching with {cache_class.__name__}")
+        langchain.llm_cache = cache_class()
+        logger.info(f"LLM caching setup with {cache_class.__name__}")
+    except ImportError:
+        logger.warning(f"Could not import {settings.cache}. ")
+    except Exception as exc:
+        logger.warning(f"Could not setup LLM caching. Error: {exc}")

From a15da8eb0d1697cc194917606142597db260a4f9 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 18:20:13 -0300
Subject: [PATCH 15/43] =?UTF-8?q?=F0=9F=9A=80=20feat(settings.py):=20add?=
 =?UTF-8?q?=20cache=20configuration=20option=20The=20cache=20configuration?=
 =?UTF-8?q?=20option=20has=20been=20added=20to=20the=20settings=20file=20w?=
 =?UTF-8?q?ith=20a=20default=20value=20of=20"InMemoryCache".=20This=20allo?=
 =?UTF-8?q?ws=20the=20user=20to=20choose=20the=20cache=20implementation=20?=
 =?UTF-8?q?they=20want=20to=20use.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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

diff --git a/src/backend/langflow/settings.py b/src/backend/langflow/settings.py
index 9d6ac3fa9..e3644e84c 100644
--- a/src/backend/langflow/settings.py
+++ b/src/backend/langflow/settings.py
@@ -21,6 +21,7 @@ class Settings(BaseSettings):
     utilities: List[str] = []
     dev: bool = False
     database_url: str = "sqlite:///./langflow.db"
+    cache: str = "InMemoryCache"
     remove_api_keys: bool = False
 
     class Config:

From 5f56384dce10d327ea29c6ea35ed7417a8c7d028 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 18:20:21 -0300
Subject: [PATCH 16/43] =?UTF-8?q?=F0=9F=9A=80=20feat(=5F=5Fmain=5F=5F.py):?=
 =?UTF-8?q?=20add=20support=20for=20cache=20configuration=20The=20`update?=
 =?UTF-8?q?=5Fsettings`=20function=20now=20accepts=20a=20`cache`=20paramet?=
 =?UTF-8?q?er=20that=20allows=20the=20user=20to=20specify=20the=20type=20o?=
 =?UTF-8?q?f=20cache=20to=20use.=20The=20`cache`=20parameter=20is=20set=20?=
 =?UTF-8?q?to=20a=20default=20value=20of=20`SQLiteCache`=20and=20can=20be?=
 =?UTF-8?q?=20overridden=20by=20setting=20the=20`LANGCHAIN=5FCACHE`=20envi?=
 =?UTF-8?q?ronment=20variable.=20This=20feature=20improves=20the=20flexibi?=
 =?UTF-8?q?lity=20of=20the=20application=20as=20it=20allows=20the=20user?=
 =?UTF-8?q?=20to=20choose=20the=20type=20of=20cache=20that=20best=20suits?=
 =?UTF-8?q?=20their=20needs.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/__main__.py | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index 29f60ed23..a3841ec93 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -30,6 +30,7 @@ def get_number_of_workers(workers=None):
 
 def update_settings(
     config: str,
+    cache: str,
     dev: bool = False,
     database_url: Optional[str] = None,
     remove_api_keys: bool = False,
@@ -41,6 +42,8 @@ def update_settings(
         settings.update_settings(database_url=database_url)
     if remove_api_keys:
         settings.update_settings(remove_api_keys=remove_api_keys)
+    if cache:
+        settings.update_settings(cache=cache)
 
 
 def serve_on_jcloud():
@@ -102,6 +105,11 @@ def serve(
     ),
     log_level: str = typer.Option("critical", help="Logging level."),
     log_file: Path = typer.Option("logs/langflow.log", help="Path to the log file."),
+    cache: str = typer.Argument(
+        envvar="LANGCHAIN_CACHE",
+        help="Type of cache to use. (InMemoryCache, SQLiteCache)",
+        default="SQLiteCache",
+    ),
     jcloud: bool = typer.Option(False, help="Deploy on Jina AI Cloud"),
     dev: bool = typer.Option(False, help="Run in development mode (may contain bugs)"),
     database_url: str = typer.Option(
@@ -130,7 +138,11 @@ def serve(
 
     configure(log_level=log_level, log_file=log_file)
     update_settings(
-        config, dev=dev, database_url=database_url, remove_api_keys=remove_api_keys
+        config,
+        dev=dev,
+        database_url=database_url,
+        remove_api_keys=remove_api_keys,
+        cache=cache,
     )
     # get the directory of the current file
     if not path:

From a45947c01beb0da9c91e410e4122ca0882bca30b Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 18:37:05 -0300
Subject: [PATCH 17/43] =?UTF-8?q?=F0=9F=9A=80=20feat(vectorstores.py):=20a?=
 =?UTF-8?q?dd=20VectorStoreRetriever=20as=20an=20extra=20base=20class=20to?=
 =?UTF-8?q?=20VectorStoreFrontendNode=20The=20VectorStoreFrontendNode=20cl?=
 =?UTF-8?q?ass=20now=20has=20VectorStoreRetriever=20as=20an=20extra=20base?=
 =?UTF-8?q?=20class=20in=20addition=20to=20BaseRetriever.=20This=20change?=
 =?UTF-8?q?=20was=20made=20to=20improve=20the=20functionality=20of=20the?=
 =?UTF-8?q?=20class=20by=20allowing=20it=20to=20inherit=20from=20VectorSto?=
 =?UTF-8?q?reRetriever.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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

diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index 01b6bfe53..58cfcdc34 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -200,7 +200,7 @@ class VectorStoreFrontendNode(FrontendNode):
                 self.template.add_field(field)
 
     def add_extra_base_classes(self) -> None:
-        self.base_classes.append("BaseRetriever")
+        self.base_classes.extend(("BaseRetriever", "VectorStoreRetriever"))
 
     @staticmethod
     def format_field(field: TemplateField, name: Optional[str] = None) -> None:

From d4599a52b352701288c6c8872cf41ba6a7a72122 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 18:37:18 -0300
Subject: [PATCH 18/43] =?UTF-8?q?=F0=9F=93=9D=20docs(config.yaml):=20add?=
 =?UTF-8?q?=20documentation=20links=20for=20new=20integrations=20and=20mem?=
 =?UTF-8?q?ories=20Added=20documentation=20links=20for=20new=20integration?=
 =?UTF-8?q?s=20and=20memories=20to=20improve=20the=20documentation=20of=20?=
 =?UTF-8?q?the=20project.=20The=20new=20integrations=20are=20Cohere=20and?=
 =?UTF-8?q?=20HuggingFaceHub,=20and=20the=20new=20memories=20are=20Convers?=
 =?UTF-8?q?ationBufferWindowMemory=20and=20VectorStoreRetrieverMemory.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/config.yaml | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 0077b4ba1..65b470f21 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -112,20 +112,24 @@ llms:
   CTransformers:
     documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/ctransformers"
   Cohere:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/cohere"
   Anthropic:
     documentation: ""
   ChatAnthropic:
     documentation: ""
   HuggingFaceHub:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/huggingface_hub"
 memories:
   ConversationBufferMemory:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/memory/how_to/summary"
   ConversationSummaryMemory:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/memory/how_to/summary"
   ConversationKGMemory:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/memory/how_to/kg"
+  ConversationBufferWindowMemory:
+    documentation: "https://python.langchain.com/docs/modules/memory/how_to/buffer_window"
+  VectorStoreRetrieverMemory:
+    documentation: "https://python.langchain.com/docs/modules/memory/how_to/vectorstore_retriever_memory"
 prompts:
   PromptTemplate:
     documentation: "https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"

From 217225467f5f35395d3d9fc2627024213d6b340d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 18:57:35 -0300
Subject: [PATCH 19/43] =?UTF-8?q?=F0=9F=94=A8=20refactor(loading.py):=20ad?=
 =?UTF-8?q?d=20type=20hints=20to=20function=20parameters=20and=20return=20?=
 =?UTF-8?q?types=20This=20commit=20adds=20type=20hints=20to=20the=20functi?=
 =?UTF-8?q?on=20parameters=20and=20return=20types=20in=20the=20loading.py?=
 =?UTF-8?q?=20file.=20This=20improves=20the=20readability=20and=20maintain?=
 =?UTF-8?q?ability=20of=20the=20codebase=20by=20making=20it=20easier=20to?=
 =?UTF-8?q?=20understand=20the=20expected=20types=20of=20the=20parameters?=
 =?UTF-8?q?=20and=20return=20values=20of=20the=20functions.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/loading.py  | 36 ++++++++++++-------
 1 file changed, 24 insertions(+), 12 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 88b981f9d..4acc21383 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -1,5 +1,5 @@
 import json
-from typing import Any, Callable, Dict, Sequence
+from typing import Any, Callable, Dict, Sequence, Type
 
 from langchain.agents import ZeroShotAgent
 from langchain.agents import agent as agent_module
@@ -16,6 +16,12 @@ from langflow.interface.toolkits.base import toolkits_creator
 from langflow.interface.chains.base import chain_creator
 from langflow.interface.utils import load_file_into_dict
 from langflow.utils import validate
+from langchain.text_splitter import TextSplitter
+from langchain.chains.base import Chain
+from langchain.vectorstores.base import VectorStore
+from langchain.document_loaders.base import BaseLoader
+from langchain.embeddings.base import Embeddings
+from langchain.prompts.base import BasePromptTemplate
 
 
 def instantiate_class(node_type: str, base_type: str, params: Dict) -> Any:
@@ -76,7 +82,7 @@ def instantiate_based_on_type(class_object, base_type, node_type, params):
         return class_object(**params)
 
 
-def instantiate_chains(node_type, class_object, params):
+def instantiate_chains(node_type, class_object: Type[Chain], params: Dict):
     if "retriever" in params and hasattr(params["retriever"], "as_retriever"):
         params["retriever"] = params["retriever"].as_retriever()
     if node_type in chain_creator.from_method_nodes:
@@ -88,11 +94,11 @@ def instantiate_chains(node_type, class_object, params):
     return class_object(**params)
 
 
-def instantiate_agent(class_object, params):
+def instantiate_agent(class_object: Type[Chain], params: Dict):
     return load_agent_executor(class_object, params)
 
 
-def instantiate_prompt(node_type, class_object, params):
+def instantiate_prompt(node_type, class_object: Type[BasePromptTemplate], params: Dict):
     if node_type == "ZeroShotPrompt":
         if "tools" not in params:
             params["tools"] = []
@@ -100,7 +106,7 @@ def instantiate_prompt(node_type, class_object, params):
     return class_object(**params)
 
 
-def instantiate_tool(node_type, class_object, params):
+def instantiate_tool(node_type, class_object: Type[BaseTool], params: Dict):
     if node_type == "JsonSpec":
         params["dict_"] = load_file_into_dict(params.pop("path"))
         return class_object(**params)
@@ -118,7 +124,7 @@ def instantiate_tool(node_type, class_object, params):
     return class_object(**params)
 
 
-def instantiate_toolkit(node_type, class_object, params):
+def instantiate_toolkit(node_type, class_object: Type[BaseToolkit], params: Dict):
     loaded_toolkit = class_object(**params)
     # Commenting this out for now to use toolkits as normal tools
     # if toolkits_creator.has_create_function(node_type):
@@ -128,7 +134,7 @@ def instantiate_toolkit(node_type, class_object, params):
     return loaded_toolkit
 
 
-def instantiate_embedding(class_object, params):
+def instantiate_embedding(class_object: Type[Embeddings], params: Dict):
     params.pop("model", None)
     params.pop("headers", None)
     try:
@@ -142,7 +148,7 @@ def instantiate_embedding(class_object, params):
         return class_object(**params)
 
 
-def instantiate_vectorstore(class_object, params):
+def instantiate_vectorstore(class_object: Type[VectorStore], params: Dict):
     search_kwargs = params.pop("search_kwargs", {})
     if initializer := vecstore_initializer.get(class_object.__name__):
         vecstore = initializer(class_object, params)
@@ -158,7 +164,7 @@ def instantiate_vectorstore(class_object, params):
     return vecstore
 
 
-def instantiate_documentloader(class_object, params):
+def instantiate_documentloader(class_object: Type[BaseLoader], params: Dict):
     if "file_filter" in params:
         # file_filter will be a string but we need a function
         # that will be used to filter the files using file_filter
@@ -187,7 +193,7 @@ def instantiate_documentloader(class_object, params):
     return docs
 
 
-def instantiate_textsplitter(class_object, params):
+def instantiate_textsplitter(class_object: Type[TextSplitter], params: Dict):
     try:
         documents = params.pop("documents")
     except KeyError as e:
@@ -195,11 +201,17 @@ def instantiate_textsplitter(class_object, params):
             "The source you provided did not load correctly or was empty."
             "Try changing the chunk_size of the Text Splitter."
         ) from e
-    text_splitter = class_object(**params)
+    if "separator_type" in params and params["separator_type"] == "Text":
+        text_splitter = class_object(**params)
+    else:
+        params["language"] = params.pop("separator_type", None)
+        params.pop("separators", None)
+        text_splitter = class_object.from_language(**params)
+
     return text_splitter.split_documents(documents)
 
 
-def instantiate_utility(node_type, class_object, params):
+def instantiate_utility(node_type, class_object, params: Dict):
     if node_type == "SQLDatabase":
         return class_object.from_uri(params.pop("uri"))
     return class_object(**params)

From 005e7ec51ce88b6870a2b43b9c0482b1a38725dd Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 18:57:45 -0300
Subject: [PATCH 20/43] =?UTF-8?q?=F0=9F=9A=80=20feat(textsplitters.py):=20?=
 =?UTF-8?q?add=20a=20field=20for=20separator=20type=20in=20RecursiveCharac?=
 =?UTF-8?q?terTextSplitter=20The=20RecursiveCharacterTextSplitter=20class?=
 =?UTF-8?q?=20in=20textsplitters.py=20now=20has=20a=20new=20field=20called?=
 =?UTF-8?q?=20separator=5Ftype.=20This=20field=20is=20used=20to=20specify?=
 =?UTF-8?q?=20the=20type=20of=20separator=20to=20be=20used=20in=20the=20sp?=
 =?UTF-8?q?litter.=20The=20separator=5Ftype=20field=20is=20a=20string=20an?=
 =?UTF-8?q?d=20can=20take=20any=20value=20from=20the=20Language=20enum=20o?=
 =?UTF-8?q?r=20"Text".=20This=20change=20was=20made=20to=20improve=20the?=
 =?UTF-8?q?=20flexibility=20of=20the=20RecursiveCharacterTextSplitter=20cl?=
 =?UTF-8?q?ass.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../template/frontend_node/textsplitters.py     | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/textsplitters.py b/src/backend/langflow/template/frontend_node/textsplitters.py
index 03880379d..0a444ff08 100644
--- a/src/backend/langflow/template/frontend_node/textsplitters.py
+++ b/src/backend/langflow/template/frontend_node/textsplitters.py
@@ -1,5 +1,6 @@
 from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
+from langchain.text_splitter import Language
 
 
 class TextSplittersFrontendNode(FrontendNode):
@@ -17,6 +18,22 @@ class TextSplittersFrontendNode(FrontendNode):
             name = "separator"
         elif self.template.type_name == "RecursiveCharacterTextSplitter":
             name = "separators"
+            # Add a field for type of separator
+            # which will have Text or any value from the
+            # Language enum
+            self.template.add_field(
+                TemplateField(
+                    field_type="str",
+                    required=True,
+                    show=True,
+                    name="separator_type",
+                    advanced=False,
+                    is_list=True,
+                    options=[x.value for x in Language],
+                    value="Text",
+                    display_name="Separator Type",
+                )
+            )
         self.template.add_field(
             TemplateField(
                 field_type="str",

From 9510474aa67dc30bf4a26a5789f965b58de51736 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 18:59:40 -0300
Subject: [PATCH 21/43] =?UTF-8?q?=F0=9F=93=9D=20docs(config.yaml):=20add?=
 =?UTF-8?q?=20documentation=20links=20to=20vectorstores=20integrations=20A?=
 =?UTF-8?q?dded=20documentation=20links=20to=20the=20vectorstores=20integr?=
 =?UTF-8?q?ations=20in=20the=20config.yaml=20file.=20This=20will=20make=20?=
 =?UTF-8?q?it=20easier=20for=20developers=20to=20access=20the=20documentat?=
 =?UTF-8?q?ion=20for=20each=20integration.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/config.yaml | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 65b470f21..b0e5499b3 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -229,19 +229,19 @@ utilities:
     documentation: ""
 vectorstores:
   Chroma:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"
   Qdrant:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant"
   Weaviate:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/weaviate"
   FAISS:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/faiss"
   Pinecone:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/pinecone"
   SupabaseVectorStore:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/supabase"
   MongoDBAtlasVectorSearch:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/mongodb_atlas_vector_search"
 wrappers:
   RequestsWrapper:
     documentation: ""

From 0c398fb6c59fc5a03456511b7a7be1ba7caa4807 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 19:34:25 -0300
Subject: [PATCH 22/43] =?UTF-8?q?=F0=9F=94=A8=20refactor(loading.py):=20ad?=
 =?UTF-8?q?d=20type=20hinting=20to=20instantiate=5Fagent=20function=20?=
 =?UTF-8?q?=F0=9F=90=9B=20fix(loading.py):=20fix=20type=20hinting=20in=20i?=
 =?UTF-8?q?nstantiate=5Fembedding=20function=20=F0=9F=94=A8=20refactor(loa?=
 =?UTF-8?q?ding.py):=20add=20type=20hinting=20to=20instantiate=5Ftextsplit?=
 =?UTF-8?q?ter=20function=20The=20changes=20in=20this=20commit=20add=20typ?=
 =?UTF-8?q?e=20hinting=20to=20the=20`instantiate=5Fagent`,=20`instantiate?=
 =?UTF-8?q?=5Fembedding`,=20and=20`instantiate=5Ftextsplitter`=20functions?=
 =?UTF-8?q?=20to=20improve=20code=20readability=20and=20maintainability.?=
 =?UTF-8?q?=20The=20`instantiate=5Fembedding`=20function=20had=20a=20bug?=
 =?UTF-8?q?=20in=20its=20type=20hinting=20which=20has=20been=20fixed.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/loading.py  | 30 +++++++++++--------
 1 file changed, 17 insertions(+), 13 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 4acc21383..a928ea586 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -16,11 +16,10 @@ from langflow.interface.toolkits.base import toolkits_creator
 from langflow.interface.chains.base import chain_creator
 from langflow.interface.utils import load_file_into_dict
 from langflow.utils import validate
-from langchain.text_splitter import TextSplitter
+from langchain.text_splitter import TextSplitter, RecursiveCharacterTextSplitter
 from langchain.chains.base import Chain
 from langchain.vectorstores.base import VectorStore
 from langchain.document_loaders.base import BaseLoader
-from langchain.embeddings.base import Embeddings
 from langchain.prompts.base import BasePromptTemplate
 
 
@@ -94,7 +93,7 @@ def instantiate_chains(node_type, class_object: Type[Chain], params: Dict):
     return class_object(**params)
 
 
-def instantiate_agent(class_object: Type[Chain], params: Dict):
+def instantiate_agent(class_object: Type[agent_module.Agent], params: Dict):
     return load_agent_executor(class_object, params)
 
 
@@ -134,7 +133,7 @@ def instantiate_toolkit(node_type, class_object: Type[BaseToolkit], params: Dict
     return loaded_toolkit
 
 
-def instantiate_embedding(class_object: Type[Embeddings], params: Dict):
+def instantiate_embedding(class_object, params: Dict):
     params.pop("model", None)
     params.pop("headers", None)
     try:
@@ -193,20 +192,25 @@ def instantiate_documentloader(class_object: Type[BaseLoader], params: Dict):
     return docs
 
 
-def instantiate_textsplitter(class_object: Type[TextSplitter], params: Dict):
+def instantiate_textsplitter(
+    class_object: Type[TextSplitter],
+    params: Dict,
+):
     try:
         documents = params.pop("documents")
-    except KeyError as e:
+    except KeyError as exc:
         raise ValueError(
             "The source you provided did not load correctly or was empty."
             "Try changing the chunk_size of the Text Splitter."
-        ) from e
-    if "separator_type" in params and params["separator_type"] == "Text":
-        text_splitter = class_object(**params)
-    else:
-        params["language"] = params.pop("separator_type", None)
-        params.pop("separators", None)
-        text_splitter = class_object.from_language(**params)
+        ) from exc
+
+    if type(class_object) == RecursiveCharacterTextSplitter:
+        if "separator_type" in params and params["separator_type"] == "Text":
+            text_splitter = class_object(**params)
+        else:
+            params["language"] = params.pop("separator_type", None)
+            params.pop("separators", None)
+            text_splitter = class_object.from_language(**params)
 
     return text_splitter.split_documents(documents)
 

From 31f3b74c90317f5ede8ba76a229b42f3ca1d5b00 Mon Sep 17 00:00:00 2001
From: Naveen Choudhary <nchoudhary110792@gmail.com>
Date: Thu, 15 Jun 2023 23:08:22 -0500
Subject: [PATCH 23/43] Update pyproject.toml

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

diff --git a/pyproject.toml b/pyproject.toml
index e504c74b8..bd50b118e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ pymongo = "^4.4.0"
 certifi = "^2023.5.7"
 
 
-[tool.poetry.group.dev.dependencies]
+[tool.poetry.dev-dependencies]
 black = "^23.1.0"
 ipykernel = "^6.21.2"
 mypy = "^1.1.1"

From a2197bfeb5df931909da3feb65928689186a4420 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 19:39:20 -0300
Subject: [PATCH 24/43] =?UTF-8?q?=F0=9F=90=9B=20fix(Midjorney):=20fix=20ty?=
 =?UTF-8?q?po=20in=20import=20statement=20and=20component=20name=20The=20i?=
 =?UTF-8?q?mport=20statement=20and=20component=20name=20were=20both=20miss?=
 =?UTF-8?q?pelled=20as=20"Midjorney"=20instead=20of=20"Midjourney".=20This?=
 =?UTF-8?q?=20commit=20fixes=20the=20typo=20in=20both=20places.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/icons/Midjorney/index.tsx | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/frontend/src/icons/Midjorney/index.tsx b/src/frontend/src/icons/Midjorney/index.tsx
index fd09aa700..fc2daacb8 100644
--- a/src/frontend/src/icons/Midjorney/index.tsx
+++ b/src/frontend/src/icons/Midjorney/index.tsx
@@ -1,9 +1,9 @@
 import React, { forwardRef } from "react";
-import { ReactComponent as MidjorneySVG } from "./Midjourney_Emblem.svg";
+import { ReactComponent as MidjourneySVG } from "./Midjourney_Emblem.svg";
 
-export const MidjorneyIcon = forwardRef<
+export const MidjourneyIcon = forwardRef<
   SVGSVGElement,
   React.PropsWithChildren<{}>
 >((props, ref) => {
-  return <MidjorneySVG ref={ref} {...props} />;
+  return <MidjourneySVG ref={ref} {...props} />;
 });

From 263ca75fd57c430e901c24a5a4556f7ea012bee7 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 19:39:30 -0300
Subject: [PATCH 25/43] =?UTF-8?q?=E2=9C=A8=20feat(utils.ts):=20add=20new?=
 =?UTF-8?q?=20icons=20to=20nodeIconsLucide=20The=20import=20of=20Boxes=20a?=
 =?UTF-8?q?nd=20LayoutDashboard=20were=20removed=20as=20they=20were=20not?=
 =?UTF-8?q?=20being=20used=20in=20the=20file.=20New=20icons=20were=20added?=
 =?UTF-8?q?=20to=20nodeIconsLucide=20to=20improve=20the=20variety=20of=20i?=
 =?UTF-8?q?cons=20available=20for=20use.=20The=20new=20icons=20added=20are?=
 =?UTF-8?q?=20MongoDBAtlasVectorSearch,=20Pinecone,=20and=20SupabaseVector?=
 =?UTF-8?q?Store.=20=F0=9F=94=A5=20chore(utils.ts):=20remove=20unused=20im?=
 =?UTF-8?q?port=20of=20Boxes=20and=20LayoutDashboard?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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

diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index 9e23d5342..a01acc137 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -45,7 +45,6 @@ import { twMerge } from "tailwind-merge";
 import { ADJECTIVES, DESCRIPTIONS, NOUNS } from "./constants";
 import { ComponentType, SVGProps } from "react";
 import {
-  Boxes,
   Cpu,
   Fingerprint,
   Gift,
@@ -53,7 +52,6 @@ import {
   HelpCircle,
   Laptop2,
   Layers,
-  LayoutDashboard,
   Lightbulb,
   Link,
   MessageCircle,
@@ -189,7 +187,7 @@ export const nodeIcons: {
   HuggingFaceEmbeddings: HugginFaceIcon,
   IFixitLoader: IFixIcon,
   Meta: MetaIcon,
-  Midjorney: MidjorneyIcon,
+  Midjourney: MidjorneyIcon,
   NotionDirectoryLoader: NotionIcon,
   ChatOpenAI: OpenAiIcon,
   OpenAI: OpenAiIcon,
@@ -290,6 +288,9 @@ export const nodeIconsLucide: {
   Midjorney: MidjorneyIcon as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,
+  MongoDBAtlasVectorSearch: MongoDBIcon as React.ForwardRefExoticComponent<
+    ComponentType<SVGProps<SVGSVGElement>>
+  >,
   NotionDirectoryLoader: NotionIcon as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,
@@ -302,6 +303,9 @@ export const nodeIconsLucide: {
   OpenAIEmbeddings: OpenAiIcon as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,
+  Pinecone: PineconeIcon as React.ForwardRefExoticComponent<
+    ComponentType<SVGProps<SVGSVGElement>>
+  >,
   Qdrant: QDrantIcon as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,
@@ -311,6 +315,9 @@ export const nodeIconsLucide: {
   SlackDirectoryLoader: SlackIcon as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,
+  SupabaseVectorStore: SupabaseIcon as React.ForwardRefExoticComponent<
+    ComponentType<SVGProps<SVGSVGElement>>
+  >,
   agents: Rocket as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,

From 6f9e6922dfc7de9d9645e44df12a90979dee7f54 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 19:42:56 -0300
Subject: [PATCH 26/43] =?UTF-8?q?=F0=9F=90=9B=20fix(utils.ts):=20correct?=
 =?UTF-8?q?=20typo=20in=20MidjourneyIcon=20import=20The=20import=20stateme?=
 =?UTF-8?q?nt=20for=20the=20MidjourneyIcon=20was=20misspelled=20as=20Midjo?=
 =?UTF-8?q?rneyIcon,=20which=20caused=20a=20runtime=20error.=20This=20comm?=
 =?UTF-8?q?it=20fixes=20the=20typo=20by=20changing=20the=20import=20statem?=
 =?UTF-8?q?ent=20to=20MidjourneyIcon.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/utils.ts | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index a01acc137..834094ef0 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -33,7 +33,7 @@ import { HackerNewsIcon } from "./icons/hackerNews";
 import { HugginFaceIcon } from "./icons/HuggingFace";
 import { IFixIcon } from "./icons/IFixIt";
 import { MetaIcon } from "./icons/Meta";
-import { MidjorneyIcon } from "./icons/Midjorney";
+import { MidjourneyIcon } from "./icons/Midjorney";
 import { NotionIcon } from "./icons/Notion";
 import { OpenAiIcon } from "./icons/OpenAi";
 import { QDrantIcon } from "./icons/QDrant";
@@ -187,7 +187,7 @@ export const nodeIcons: {
   HuggingFaceEmbeddings: HugginFaceIcon,
   IFixitLoader: IFixIcon,
   Meta: MetaIcon,
-  Midjourney: MidjorneyIcon,
+  Midjourney: MidjourneyIcon,
   NotionDirectoryLoader: NotionIcon,
   ChatOpenAI: OpenAiIcon,
   OpenAI: OpenAiIcon,
@@ -285,7 +285,7 @@ export const nodeIconsLucide: {
   Meta: MetaIcon as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,
-  Midjorney: MidjorneyIcon as React.ForwardRefExoticComponent<
+  Midjorney: MidjourneyIcon as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,
   MongoDBAtlasVectorSearch: MongoDBIcon as React.ForwardRefExoticComponent<

From 5cd809ea6a40c0c6384a18727593eab11756155f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 19:45:00 -0300
Subject: [PATCH 27/43] =?UTF-8?q?=F0=9F=94=BC=20chore(pyproject.toml):=20u?=
 =?UTF-8?q?pdate=20langchain=20dependency=20to=20version=200.0.215=20?=
 =?UTF-8?q?=F0=9F=94=BC=20chore(pyproject.toml):=20bump=20package=20versio?=
 =?UTF-8?q?n=20to=200.2.1=20The=20langchain=20dependency=20has=20been=20up?=
 =?UTF-8?q?dated=20to=20version=200.0.215,=20which=20includes=20bug=20fixe?=
 =?UTF-8?q?s=20and=20performance=20improvements.=20The=20package=20version?=
 =?UTF-8?q?=20has=20been=20bumped=20to=200.2.1=20to=20reflect=20the=20chan?=
 =?UTF-8?q?ges=20made.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 72 ++++++++++++++++++++++++--------------------------
 pyproject.toml |  4 +--
 2 files changed, 37 insertions(+), 39 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ef3ad4285..81019657b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -296,14 +296,14 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "authlib"
-version = "1.2.0"
+version = "1.2.1"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "Authlib-1.2.0-py2.py3-none-any.whl", hash = "sha256:4ddf4fd6cfa75c9a460b361d4bd9dac71ffda0be879dbe4292a02e92349ad55a"},
-    {file = "Authlib-1.2.0.tar.gz", hash = "sha256:4fa3e80883a5915ef9f5bc28630564bc4ed5b5af39812a3ff130ec76bd631e9d"},
+    {file = "Authlib-1.2.1-py2.py3-none-any.whl", hash = "sha256:c88984ea00149a90e3537c964327da930779afa4564e354edfd98410bea01911"},
+    {file = "Authlib-1.2.1.tar.gz", hash = "sha256:421f7c6b468d907ca2d9afede256f068f87e34d23dd221c07d13d4c234726afb"},
 ]
 
 [package.dependencies]
@@ -2580,14 +2580,14 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "keyring"
-version = "24.1.0"
+version = "24.2.0"
 description = "Store and access your passwords safely."
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "keyring-24.1.0-py3-none-any.whl", hash = "sha256:ade5e1e7710a7579d7c01e64a712926270239aba48055b1cdc6c022dd6d789b5"},
-    {file = "keyring-24.1.0.tar.gz", hash = "sha256:bd48a36612ef55505bf70e563528e3e66ba93267e344b6780cf6151f9c1eda6d"},
+    {file = "keyring-24.2.0-py3-none-any.whl", hash = "sha256:4901caaf597bfd3bbd78c9a0c7c4c29fcd8310dab2cffefe749e916b6527acd6"},
+    {file = "keyring-24.2.0.tar.gz", hash = "sha256:ca0746a19ec421219f4d713f848fa297a661a8a8c1504867e55bfb5e09091509"},
 ]
 
 [package.dependencies]
@@ -2604,14 +2604,14 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 
 [[package]]
 name = "langchain"
-version = "0.0.211"
+version = "0.0.215"
 description = "Building applications with LLMs through composability"
 category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain-0.0.211-py3-none-any.whl", hash = "sha256:527b602466d68e5c4e82c550cb6e218d7fe0e1b3d37f97beddc13785a75dbf96"},
-    {file = "langchain-0.0.211.tar.gz", hash = "sha256:35b43d4492ef3de67b6ea0168f12a489029cae0f5c4031d5c907764168b177cb"},
+    {file = "langchain-0.0.215-py3-none-any.whl", hash = "sha256:af9587c2eb317a6e33123f8a4ee8ccd8685cfab62359ea4fec52c962d9646acf"},
+    {file = "langchain-0.0.215.tar.gz", hash = "sha256:a6b261f3be941eeac2d9b37fbf8996fa4279ef724f064e8c90813046126da85b"},
 ]
 
 [package.dependencies]
@@ -5445,41 +5445,39 @@ tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.3)", "mypy (
 
 [[package]]
 name = "scipy"
-version = "1.10.1"
+version = "1.11.0"
 description = "Fundamental algorithms for scientific computing in Python"
 category = "main"
 optional = false
-python-versions = "<3.12,>=3.8"
+python-versions = "<3.13,>=3.9"
 files = [
-    {file = "scipy-1.10.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e7354fd7527a4b0377ce55f286805b34e8c54b91be865bac273f527e1b839019"},
-    {file = "scipy-1.10.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:4b3f429188c66603a1a5c549fb414e4d3bdc2a24792e061ffbd607d3d75fd84e"},
-    {file = "scipy-1.10.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1553b5dcddd64ba9a0d95355e63fe6c3fc303a8fd77c7bc91e77d61363f7433f"},
-    {file = "scipy-1.10.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c0ff64b06b10e35215abce517252b375e580a6125fd5fdf6421b98efbefb2d2"},
-    {file = "scipy-1.10.1-cp310-cp310-win_amd64.whl", hash = "sha256:fae8a7b898c42dffe3f7361c40d5952b6bf32d10c4569098d276b4c547905ee1"},
-    {file = "scipy-1.10.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0f1564ea217e82c1bbe75ddf7285ba0709ecd503f048cb1236ae9995f64217bd"},
-    {file = "scipy-1.10.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:d925fa1c81b772882aa55bcc10bf88324dadb66ff85d548c71515f6689c6dac5"},
-    {file = "scipy-1.10.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aaea0a6be54462ec027de54fca511540980d1e9eea68b2d5c1dbfe084797be35"},
-    {file = "scipy-1.10.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:15a35c4242ec5f292c3dd364a7c71a61be87a3d4ddcc693372813c0b73c9af1d"},
-    {file = "scipy-1.10.1-cp311-cp311-win_amd64.whl", hash = "sha256:43b8e0bcb877faf0abfb613d51026cd5cc78918e9530e375727bf0625c82788f"},
-    {file = "scipy-1.10.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5678f88c68ea866ed9ebe3a989091088553ba12c6090244fdae3e467b1139c35"},
-    {file = "scipy-1.10.1-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:39becb03541f9e58243f4197584286e339029e8908c46f7221abeea4b749fa88"},
-    {file = "scipy-1.10.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bce5869c8d68cf383ce240e44c1d9ae7c06078a9396df68ce88a1230f93a30c1"},
-    {file = "scipy-1.10.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:07c3457ce0b3ad5124f98a86533106b643dd811dd61b548e78cf4c8786652f6f"},
-    {file = "scipy-1.10.1-cp38-cp38-win_amd64.whl", hash = "sha256:049a8bbf0ad95277ffba9b3b7d23e5369cc39e66406d60422c8cfef40ccc8415"},
-    {file = "scipy-1.10.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:cd9f1027ff30d90618914a64ca9b1a77a431159df0e2a195d8a9e8a04c78abf9"},
-    {file = "scipy-1.10.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:79c8e5a6c6ffaf3a2262ef1be1e108a035cf4f05c14df56057b64acc5bebffb6"},
-    {file = "scipy-1.10.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:51af417a000d2dbe1ec6c372dfe688e041a7084da4fdd350aeb139bd3fb55353"},
-    {file = "scipy-1.10.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1b4735d6c28aad3cdcf52117e0e91d6b39acd4272f3f5cd9907c24ee931ad601"},
-    {file = "scipy-1.10.1-cp39-cp39-win_amd64.whl", hash = "sha256:7ff7f37b1bf4417baca958d254e8e2875d0cc23aaadbe65b3d5b3077b0eb23ea"},
-    {file = "scipy-1.10.1.tar.gz", hash = "sha256:2cf9dfb80a7b4589ba4c40ce7588986d6d5cebc5457cad2c2880f6bc2d42f3a5"},
+    {file = "scipy-1.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2e4f14c11fbf825319dbd7f467639a241e7c956c34edb1e036ec7bb6271e4f7b"},
+    {file = "scipy-1.11.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:b269ed44e2e2e43611f2ae95ba551fd98abbdc1a7ea8268f72f75876982368c4"},
+    {file = "scipy-1.11.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2c29bae479b17d85208dfdfc67e50d5944ee23211f236728aadde9b0b7c1c33e"},
+    {file = "scipy-1.11.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a53f9cebcfda6158c241c35a559407a4ef6b8cb0863eb4144958fe0a0b7c3dae"},
+    {file = "scipy-1.11.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:ebf4b2ea26d50312731ddba2406389c5ddcbff9d777cf3277ea11decc81e5dfb"},
+    {file = "scipy-1.11.0-cp310-cp310-win_amd64.whl", hash = "sha256:894ced9a2cdb050ff5e392f274617af46dca896d5c9112fa4a2019929554d321"},
+    {file = "scipy-1.11.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7a92bd3cd4acad2e0e0b360176d5ec68b100983c8145add8a8233acddf4e5fcc"},
+    {file = "scipy-1.11.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:586608ea35206257d4e0ce6f154a6cfef71723b2c1f6d40de5e0b0e8a81cd2ff"},
+    {file = "scipy-1.11.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d8e631c3c49c24f30828580b8126fe3be5cca5409dad5b797418a5b8965eeafa"},
+    {file = "scipy-1.11.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ccc70892ea674f93183c5c4139557b611e42f644dd755da4b19ca974ab770672"},
+    {file = "scipy-1.11.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:80015b8928f91bd40377b2b1010ba2e09b03680cbfc291208740494aeb8debf2"},
+    {file = "scipy-1.11.0-cp311-cp311-win_amd64.whl", hash = "sha256:6302c7cba5bf99c901653ff158746625526cc438f058bce41514d7469b79b2c3"},
+    {file = "scipy-1.11.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c61ea63124da6a3cff38126426912cc86420898b4902a9bc5e5b6524547a6dcb"},
+    {file = "scipy-1.11.0-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:684d44607eacd5dd367c7a9e76e922523fa9c0a7f2379a4d0fc4d70d751464cc"},
+    {file = "scipy-1.11.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f0c9c160d117fe71cd2a12ef21cce8e0475ade2fd97c761ef327b9839089bd16"},
+    {file = "scipy-1.11.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:83867a63515c4e3fce3272d81200dda614d70f4c3a22f047d84021bfe83d7929"},
+    {file = "scipy-1.11.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:6666a1e31b2123a077f0dc7ab1053e36479cfd457fb9f5c367e7198505c6607a"},
+    {file = "scipy-1.11.0-cp39-cp39-win_amd64.whl", hash = "sha256:fad4006248513528e0c496de295a9f4d2b65086cc0e388f748e7dbf49fa12760"},
+    {file = "scipy-1.11.0.tar.gz", hash = "sha256:f9b0248cb9d08eead44cde47cbf6339f1e9aa0dfde28f5fb27950743e317bd5d"},
 ]
 
 [package.dependencies]
-numpy = ">=1.19.5,<1.27.0"
+numpy = ">=1.21.6,<1.28.0"
 
 [package.extras]
-dev = ["click", "doit (>=0.36.0)", "flake8", "mypy", "pycodestyle", "pydevtool", "rich-click", "typing_extensions"]
-doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
+dev = ["click", "cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
+doc = ["jupytext", "matplotlib (>2)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
 test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
@@ -7117,4 +7115,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "e7b18762564269aaf9c6b046fa151f5e3acf85444f38653503341f658155e70a"
+content-hash = "2f8373e1c80ce345f39ed9247fd4759ae94b5c754c4e850d3aa72183556eb92b"
diff --git a/pyproject.toml b/pyproject.toml
index bd50b118e..069662355 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.2.0"
+version = "0.2.1"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [
@@ -30,7 +30,7 @@ google-search-results = "^2.4.1"
 google-api-python-client = "^2.79.0"
 typer = "^0.9.0"
 gunicorn = "^20.1.0"
-langchain = "^0.0.211"
+langchain = "^0.0.215"
 openai = "^0.27.8"
 types-pyyaml = "^6.0.12.8"
 pandas = "^1.5.3"

From a3efa8fe5d62cc56935bd36ce22ba0cb9ff52a63 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 19:52:49 -0300
Subject: [PATCH 28/43] =?UTF-8?q?=F0=9F=90=9B=20fix(utils.py):=20fix=20imp?=
 =?UTF-8?q?ort=20order=20to=20avoid=20import=20errors=20The=20import=20ord?=
 =?UTF-8?q?er=20was=20changed=20to=20avoid=20import=20errors.=20The=20impo?=
 =?UTF-8?q?rt=20of=20langchain=20was=20moved=20to=20the=20top=20of=20the?=
 =?UTF-8?q?=20file=20to=20avoid=20circular=20import=20errors.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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

diff --git a/src/backend/langflow/interface/utils.py b/src/backend/langflow/interface/utils.py
index 1a37e89b4..8d45aa1b1 100644
--- a/src/backend/langflow/interface/utils.py
+++ b/src/backend/langflow/interface/utils.py
@@ -63,11 +63,12 @@ def extract_input_variables_from_prompt(prompt: str) -> list[str]:
 
 def setup_llm_caching():
     """Setup LLM caching."""
-    import langchain
-    from langflow.settings import settings
-    from langflow.interface.importing.utils import import_class
 
     try:
+        import langchain
+        from langflow.settings import settings
+        from langflow.interface.importing.utils import import_class
+
         cache_class = import_class(f"langchain.cache.{settings.cache}")
 
         logger.debug(f"Setting up LLM caching with {cache_class.__name__}")

From 7d415e62df66ddeea0d86833cc02486a9166ec88 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 21:32:48 -0300
Subject: [PATCH 29/43] =?UTF-8?q?=F0=9F=8E=A8=20style(GenericNode):=20refa?=
 =?UTF-8?q?ctor=20tooltip=20to=20improve=20accessibility=20and=20user=20ex?=
 =?UTF-8?q?perience=20The=20tooltip=20now=20includes=20a=20link=20to=20the?=
 =?UTF-8?q?=20documentation=20of=20the=20node,=20which=20makes=20it=20more?=
 =?UTF-8?q?=20accessible=20and=20user-friendly.=20The=20link=20is=20now=20?=
 =?UTF-8?q?wrapped=20in=20the=20tooltip=20title,=20which=20improves=20the?=
 =?UTF-8?q?=20semantics=20of=20the=20code.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../src/CustomNodes/GenericNode/index.tsx     | 20 +++++++++++--------
 1 file changed, 12 insertions(+), 8 deletions(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index 0bab24969..a84a88093 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -116,14 +116,18 @@ export default function GenericNode({
           <div className="flex gap-3">
             <div className=" px-5 pb-3 mr-5">
               {data.node.documentation !== "" && (
-                <Tooltip title={`Open ${data.node.display_name} documentation`}>
-                  <a
-                    href={data.node.documentation}
-                    target="_blank"
-                    rel="noopener noreferrer"
-                  >
-                    <Info />
-                  </a>
+                <Tooltip
+                  title={
+                    <a
+                      href={data.node.documentation}
+                      target="_blank"
+                      rel="noopener noreferrer"
+                    >
+                      {`Open ${data.node.display_name} documentation`}
+                    </a>
+                  }
+                >
+                  <Info />
                 </Tooltip>
               )}
             </div>

From 6459a27777deec92cda0028eb6319fd40c89a122 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Sun, 25 Jun 2023 21:37:24 -0300
Subject: [PATCH 30/43] =?UTF-8?q?=F0=9F=90=9B=20fix(loading.py):=20use=20'?=
 =?UTF-8?q?is'=20instead=20of=20'=3D=3D'=20to=20compare=20object=20types?=
 =?UTF-8?q?=20The=20commit=20changes=20the=20comparison=20operator=20from?=
 =?UTF-8?q?=20'=3D=3D'=20to=20'is'=20to=20compare=20object=20types.=20This?=
 =?UTF-8?q?=20is=20because=20'is'=20compares=20the=20object=20identity=20w?=
 =?UTF-8?q?hile=20'=3D=3D'=20compares=20the=20object=20value.=20In=20this?=
 =?UTF-8?q?=20case,=20we=20want=20to=20compare=20the=20object=20identity,?=
 =?UTF-8?q?=20so=20'is'=20is=20the=20correct=20operator=20to=20use.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index a928ea586..d362ab844 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -204,7 +204,7 @@ def instantiate_textsplitter(
             "Try changing the chunk_size of the Text Splitter."
         ) from exc
 
-    if type(class_object) == RecursiveCharacterTextSplitter:
+    if class_object is RecursiveCharacterTextSplitter:
         if "separator_type" in params and params["separator_type"] == "Text":
             text_splitter = class_object(**params)
         else:

From 2d77aaaa15f4055d0e0325309a98e7ccc4c08abd Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 26 Jun 2023 07:58:49 -0300
Subject: [PATCH 31/43] =?UTF-8?q?=F0=9F=90=9B=20fix(loading.py):=20fix=20i?=
 =?UTF-8?q?nstantiation=20of=20TextSplitter=20by=20removing=20unnecessary?=
 =?UTF-8?q?=20check=20for=20RecursiveCharacterTextSplitter=20The=20import?=
 =?UTF-8?q?=20of=20RecursiveCharacterTextSplitter=20was=20removed=20as=20i?=
 =?UTF-8?q?t=20was=20not=20being=20used=20in=20the=20code.=20The=20instant?=
 =?UTF-8?q?iation=20of=20TextSplitter=20was=20fixed=20by=20removing=20the?=
 =?UTF-8?q?=20unnecessary=20check=20for=20RecursiveCharacterTextSplitter?=
 =?UTF-8?q?=20and=20simplifying=20the=20code.=20=F0=9F=94=A5=20refactor(lo?=
 =?UTF-8?q?ading.py):=20remove=20unused=20import=20of=20RecursiveCharacter?=
 =?UTF-8?q?TextSplitter?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/loading.py     | 16 +++++++---------
 1 file changed, 7 insertions(+), 9 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index d362ab844..756588058 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -16,7 +16,6 @@ from langflow.interface.toolkits.base import toolkits_creator
 from langflow.interface.chains.base import chain_creator
 from langflow.interface.utils import load_file_into_dict
 from langflow.utils import validate
-from langchain.text_splitter import TextSplitter, RecursiveCharacterTextSplitter
 from langchain.chains.base import Chain
 from langchain.vectorstores.base import VectorStore
 from langchain.document_loaders.base import BaseLoader
@@ -193,7 +192,7 @@ def instantiate_documentloader(class_object: Type[BaseLoader], params: Dict):
 
 
 def instantiate_textsplitter(
-    class_object: Type[TextSplitter],
+    class_object,
     params: Dict,
 ):
     try:
@@ -204,13 +203,12 @@ def instantiate_textsplitter(
             "Try changing the chunk_size of the Text Splitter."
         ) from exc
 
-    if class_object is RecursiveCharacterTextSplitter:
-        if "separator_type" in params and params["separator_type"] == "Text":
-            text_splitter = class_object(**params)
-        else:
-            params["language"] = params.pop("separator_type", None)
-            params.pop("separators", None)
-            text_splitter = class_object.from_language(**params)
+    if "separator_type" in params and params["separator_type"] == "Text":
+        text_splitter = class_object(**params)
+    else:
+        params["language"] = params.pop("separator_type", None)
+        params.pop("separators", None)
+        text_splitter = class_object.from_language(**params)
 
     return text_splitter.split_documents(documents)
 

From c51a90c5370d4899a11595574dc666127d559606 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 26 Jun 2023 13:27:05 -0300
Subject: [PATCH 32/43] =?UTF-8?q?=F0=9F=9A=80=20feat(custom.py):=20add=20A?=
 =?UTF-8?q?gentType=20enum=20to=20improve=20readability=20and=20type=20saf?=
 =?UTF-8?q?ety=20The=20`AgentType`=20enum=20is=20added=20to=20the=20`langc?=
 =?UTF-8?q?hain.agents.custom`=20module=20to=20improve=20readability=20and?=
 =?UTF-8?q?=20type=20safety.=20The=20`InitializeAgent`=20class=20now=20use?=
 =?UTF-8?q?s=20the=20`AgentType`=20enum=20to=20ensure=20that=20the=20`agen?=
 =?UTF-8?q?t`=20parameter=20is=20a=20valid=20value=20from=20the=20enum.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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

diff --git a/src/backend/langflow/interface/agents/custom.py b/src/backend/langflow/interface/agents/custom.py
index a4191a8b7..aa0cfb5db 100644
--- a/src/backend/langflow/interface/agents/custom.py
+++ b/src/backend/langflow/interface/agents/custom.py
@@ -6,6 +6,7 @@ from langchain.agents import (
     Tool,
     ZeroShotAgent,
     initialize_agent,
+    AgentType,
 )
 from langchain.agents.agent_toolkits import (
     SQLDatabaseToolkit,
@@ -297,6 +298,9 @@ class InitializeAgent(CustomAgentExecutor):
         agent: str,
         memory: Optional[BaseChatMemory] = None,
     ):
+        # Find which value in the AgentType enum corresponds to the string
+        # passed in as agent
+        agent = AgentType(agent)
         return initialize_agent(
             tools=tools,
             llm=llm,

From 644fc982717832246474f5122eea3829660cef0f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 26 Jun 2023 13:37:28 -0300
Subject: [PATCH 33/43] =?UTF-8?q?=F0=9F=9A=80=20chore(pyproject.toml):=20u?=
 =?UTF-8?q?pdate=20package=20version=20to=200.2.2=20The=20package=20versio?=
 =?UTF-8?q?n=20has=20been=20updated=20to=200.2.2=20to=20reflect=20the=20ch?=
 =?UTF-8?q?anges=20made=20to=20the=20package.=20This=20is=20a=20chore=20co?=
 =?UTF-8?q?mmit=20as=20it=20does=20not=20include=20any=20functional=20chan?=
 =?UTF-8?q?ges=20to=20the=20package.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 66 +++++++++++++++++++++++++-------------------------
 pyproject.toml |  2 +-
 2 files changed, 34 insertions(+), 34 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 81019657b..b13392910 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1102,13 +1102,13 @@ wmi = ["wmi (>=1.5.1,<2.0.0)"]
 
 [[package]]
 name = "docarray"
-version = "0.21.0"
+version = "0.21.1"
 description = "The data structure for unstructured data"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "docarray-0.21.0.tar.gz", hash = "sha256:3c9f605123800c1b0cdf8c458be3fb19c05e9a81f723e51200ef531b02e689ee"},
+    {file = "docarray-0.21.1.tar.gz", hash = "sha256:3a478707465c263147a98fe32feb0b6eb215c0ed58852135ac86acb7eae5cecb"},
 ]
 
 [package.dependencies]
@@ -3199,44 +3199,44 @@ dill = ">=0.3.6"
 
 [[package]]
 name = "mypy"
-version = "1.4.0"
+version = "1.4.1"
 description = "Optional static typing for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "mypy-1.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a3af348e0925a59213244f28c7c0c3a2c2088b4ba2fe9d6c8d4fbb0aba0b7d05"},
-    {file = "mypy-1.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a0b2e0da7ff9dd8d2066d093d35a169305fc4e38db378281fce096768a3dbdbf"},
-    {file = "mypy-1.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:210fe0f39ec5be45dd9d0de253cb79245f0a6f27631d62e0c9c7988be7152965"},
-    {file = "mypy-1.4.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:f7a5971490fd4a5a436e143105a1f78fa8b3fe95b30fff2a77542b4f3227a01f"},
-    {file = "mypy-1.4.0-cp310-cp310-win_amd64.whl", hash = "sha256:50f65f0e9985f1e50040e603baebab83efed9eb37e15a22a4246fa7cd660f981"},
-    {file = "mypy-1.4.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3b1b5c875fcf3e7217a3de7f708166f641ca154b589664c44a6fd6d9f17d9e7e"},
-    {file = "mypy-1.4.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b4c734d947e761c7ceb1f09a98359dd5666460acbc39f7d0a6b6beec373c5840"},
-    {file = "mypy-1.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f5984a8d13d35624e3b235a793c814433d810acba9eeefe665cdfed3d08bc3af"},
-    {file = "mypy-1.4.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0f98973e39e4a98709546a9afd82e1ffcc50c6ec9ce6f7870f33ebbf0bd4f26d"},
-    {file = "mypy-1.4.0-cp311-cp311-win_amd64.whl", hash = "sha256:19d42b08c7532d736a7e0fb29525855e355fa51fd6aef4f9bbc80749ff64b1a2"},
-    {file = "mypy-1.4.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:6ba9a69172abaa73910643744d3848877d6aac4a20c41742027dcfd8d78f05d9"},
-    {file = "mypy-1.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a34eed094c16cad0f6b0d889811592c7a9b7acf10d10a7356349e325d8704b4f"},
-    {file = "mypy-1.4.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:53c2a1fed81e05ded10a4557fe12bae05b9ecf9153f162c662a71d924d504135"},
-    {file = "mypy-1.4.0-cp37-cp37m-win_amd64.whl", hash = "sha256:bba57b4d2328740749f676807fcf3036e9de723530781405cc5a5e41fc6e20de"},
-    {file = "mypy-1.4.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:653863c75f0dbb687d92eb0d4bd9fe7047d096987ecac93bb7b1bc336de48ebd"},
-    {file = "mypy-1.4.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:7461469e163f87a087a5e7aa224102a30f037c11a096a0ceeb721cb0dce274c8"},
-    {file = "mypy-1.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0cf0ca95e4b8adeaf07815a78b4096b65adf64ea7871b39a2116c19497fcd0dd"},
-    {file = "mypy-1.4.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:94a81b9354545123feb1a99b960faeff9e1fa204fce47e0042335b473d71530d"},
-    {file = "mypy-1.4.0-cp38-cp38-win_amd64.whl", hash = "sha256:67242d5b28ed0fa88edd8f880aed24da481929467fdbca6487167cb5e3fd31ff"},
-    {file = "mypy-1.4.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3f2b353eebef669529d9bd5ae3566905a685ae98b3af3aad7476d0d519714758"},
-    {file = "mypy-1.4.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:62bf18d97c6b089f77f0067b4e321db089d8520cdeefc6ae3ec0f873621c22e5"},
-    {file = "mypy-1.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ca33ab70a4aaa75bb01086a0b04f0ba8441e51e06fc57e28585176b08cad533b"},
-    {file = "mypy-1.4.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5a0ee54c2cb0f957f8a6f41794d68f1a7e32b9968675ade5846f538504856d42"},
-    {file = "mypy-1.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:6c34d43e3d54ad05024576aef28081d9d0580f6fa7f131255f54020eb12f5352"},
-    {file = "mypy-1.4.0-py3-none-any.whl", hash = "sha256:f051ca656be0c179c735a4c3193f307d34c92fdc4908d44fd4516fbe8b10567d"},
-    {file = "mypy-1.4.0.tar.gz", hash = "sha256:de1e7e68148a213036276d1f5303b3836ad9a774188961eb2684eddff593b042"},
+    {file = "mypy-1.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:566e72b0cd6598503e48ea610e0052d1b8168e60a46e0bfd34b3acf2d57f96a8"},
+    {file = "mypy-1.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ca637024ca67ab24a7fd6f65d280572c3794665eaf5edcc7e90a866544076878"},
+    {file = "mypy-1.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0dde1d180cd84f0624c5dcaaa89c89775550a675aff96b5848de78fb11adabcd"},
+    {file = "mypy-1.4.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8c4d8e89aa7de683e2056a581ce63c46a0c41e31bd2b6d34144e2c80f5ea53dc"},
+    {file = "mypy-1.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:bfdca17c36ae01a21274a3c387a63aa1aafe72bff976522886869ef131b937f1"},
+    {file = "mypy-1.4.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7549fbf655e5825d787bbc9ecf6028731973f78088fbca3a1f4145c39ef09462"},
+    {file = "mypy-1.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:98324ec3ecf12296e6422939e54763faedbfcc502ea4a4c38502082711867258"},
+    {file = "mypy-1.4.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:141dedfdbfe8a04142881ff30ce6e6653c9685b354876b12e4fe6c78598b45e2"},
+    {file = "mypy-1.4.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:8207b7105829eca6f3d774f64a904190bb2231de91b8b186d21ffd98005f14a7"},
+    {file = "mypy-1.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:16f0db5b641ba159eff72cff08edc3875f2b62b2fa2bc24f68c1e7a4e8232d01"},
+    {file = "mypy-1.4.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:470c969bb3f9a9efcedbadcd19a74ffb34a25f8e6b0e02dae7c0e71f8372f97b"},
+    {file = "mypy-1.4.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e5952d2d18b79f7dc25e62e014fe5a23eb1a3d2bc66318df8988a01b1a037c5b"},
+    {file = "mypy-1.4.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:190b6bab0302cec4e9e6767d3eb66085aef2a1cc98fe04936d8a42ed2ba77bb7"},
+    {file = "mypy-1.4.1-cp37-cp37m-win_amd64.whl", hash = "sha256:9d40652cc4fe33871ad3338581dca3297ff5f2213d0df345bcfbde5162abf0c9"},
+    {file = "mypy-1.4.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:01fd2e9f85622d981fd9063bfaef1aed6e336eaacca00892cd2d82801ab7c042"},
+    {file = "mypy-1.4.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2460a58faeea905aeb1b9b36f5065f2dc9a9c6e4c992a6499a2360c6c74ceca3"},
+    {file = "mypy-1.4.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a2746d69a8196698146a3dbe29104f9eb6a2a4d8a27878d92169a6c0b74435b6"},
+    {file = "mypy-1.4.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:ae704dcfaa180ff7c4cfbad23e74321a2b774f92ca77fd94ce1049175a21c97f"},
+    {file = "mypy-1.4.1-cp38-cp38-win_amd64.whl", hash = "sha256:43d24f6437925ce50139a310a64b2ab048cb2d3694c84c71c3f2a1626d8101dc"},
+    {file = "mypy-1.4.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c482e1246726616088532b5e964e39765b6d1520791348e6c9dc3af25b233828"},
+    {file = "mypy-1.4.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:43b592511672017f5b1a483527fd2684347fdffc041c9ef53428c8dc530f79a3"},
+    {file = "mypy-1.4.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:34a9239d5b3502c17f07fd7c0b2ae6b7dd7d7f6af35fbb5072c6208e76295816"},
+    {file = "mypy-1.4.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5703097c4936bbb9e9bce41478c8d08edd2865e177dc4c52be759f81ee4dd26c"},
+    {file = "mypy-1.4.1-cp39-cp39-win_amd64.whl", hash = "sha256:e02d700ec8d9b1859790c0475df4e4092c7bf3272a4fd2c9f33d87fac4427b8f"},
+    {file = "mypy-1.4.1-py3-none-any.whl", hash = "sha256:45d32cec14e7b97af848bddd97d85ea4f0db4d5a149ed9676caa4eb2f7402bb4"},
+    {file = "mypy-1.4.1.tar.gz", hash = "sha256:9bbcd9ab8ea1f2e1c8031c21445b511442cc45c89951e49bbf852cbb70755b1b"},
 ]
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=3.10"
+typing-extensions = ">=4.1.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
@@ -5129,14 +5129,14 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qdrant-client"
-version = "1.3.0"
+version = "1.3.1"
 description = "Client library for the Qdrant vector search engine"
 category = "main"
 optional = false
 python-versions = ">=3.7,<3.12"
 files = [
-    {file = "qdrant_client-1.3.0-py3-none-any.whl", hash = "sha256:f5ab40e24dd31d919475f9a1d7823b1eff2f4df8b4af1812abf19e2789b7021e"},
-    {file = "qdrant_client-1.3.0.tar.gz", hash = "sha256:68168e9b69af7c49ea5f9e90e027ae1944d2a1ee1ea6701315e0ba8a2fdc4a63"},
+    {file = "qdrant_client-1.3.1-py3-none-any.whl", hash = "sha256:9640855585d1f532094e342f07e0f2ef00652a60fc5d903c92ca3989a1e86318"},
+    {file = "qdrant_client-1.3.1.tar.gz", hash = "sha256:a999358b10e611d71b4b04c6ded36a6cfc963e56b4c3f99d9c1a603ca524a82e"},
 ]
 
 [package.dependencies]
diff --git a/pyproject.toml b/pyproject.toml
index 069662355..da75b0207 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.2.1"
+version = "0.2.2"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 47fcdaef419d31956e56ea38b5b1013cb633f08d Mon Sep 17 00:00:00 2001
From: Cristhian Zanforlin Lousa <cristhian.lousa@gmail.com>
Date: Mon, 26 Jun 2023 18:29:27 -0300
Subject: [PATCH 34/43] =?UTF-8?q?=F0=9F=8E=A8=20style(GenericNode/index.ts?=
 =?UTF-8?q?x):=20refactor=20GenericNode=20component=20to=20use=20a=20more?=
 =?UTF-8?q?=20readable=20and=20maintainable=20code=20structure=20=E2=9C=A8?=
 =?UTF-8?q?=20feat(GenericNode/index.tsx):=20add=20documentation=20link=20?=
 =?UTF-8?q?to=20GenericNode=20component=20and=20display=20it=20as=20a=20to?=
 =?UTF-8?q?oltip=20when=20hovering=20over=20the=20info=20icon.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../src/CustomNodes/GenericNode/index.tsx     | 61 +++++++++++++------
 1 file changed, 42 insertions(+), 19 deletions(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index a84a88093..743339a48 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -14,7 +14,7 @@ import NodeModal from "../../modals/NodeModal";
 import Tooltip from "../../components/TooltipComponent";
 import { NodeToolbar } from "reactflow";
 import NodeToolbarComponent from "../../pages/FlowPage/components/nodeToolbarComponent";
-import { Info } from "lucide-react";
+import { FileText, Info } from "lucide-react";
 import ShadTooltip from "../../components/ShadTooltipComponent";
 import { useSSE } from "../../contexts/SSEContext";
 
@@ -36,6 +36,7 @@ export default function GenericNode({
   const [validationStatus, setValidationStatus] = useState(null);
   // State for outline color
   const { sseData, isBuilding } = useSSE();
+  const refHtml = useRef(null);
 
   // useEffect(() => {
   //   if (reactFlowInstance) {
@@ -69,6 +70,22 @@ export default function GenericNode({
 
   useEffect(() => {}, [closePopUp, data.node.template]);
 
+  useEffect(() => {
+    refHtml.current = (
+      <div className="flex">
+        <span>{`${data.node.display_name} Documentation`}</span>
+        <span
+          className="self-center"
+          style={{
+            color: nodeColors[types[data.type]] ?? nodeColors.unknown,
+          }}
+        >
+          <FileText className="h-4 w-4 ml-2" />
+        </span>
+      </div>
+    );
+  }, []);
+
   return (
     <>
       <NodeToolbar>
@@ -93,7 +110,7 @@ export default function GenericNode({
                 color: nodeColors[types[data.type]] ?? nodeColors.unknown,
               }}
             />
-            <div className="ml-2 truncate">
+            <div className="ml-2 truncate flex">
               <ShadTooltip
                 delayDuration={1500}
                 content={data.node.display_name}
@@ -102,6 +119,29 @@ export default function GenericNode({
                   {data.node.display_name}
                 </div>
               </ShadTooltip>
+              <div className="">
+                {data.node.documentation !== "" && (
+                  <ShadTooltip
+                    open={true}
+                    delayDuration={1000}
+                    content={refHtml.current}
+                  >
+                    <a
+                      href={data.node.documentation}
+                      target="_blank"
+                      rel="noopener noreferrer"
+                    >
+                      <Info
+                        style={{
+                          color:
+                            nodeColors[types[data.type]] ?? nodeColors.unknown,
+                        }}
+                        className="ml-2 self-center w-4 h-4"
+                      />
+                    </a>
+                  </ShadTooltip>
+                )}
+              </div>
             </div>
           </div>
           <div className="flex gap-3">
@@ -114,23 +154,6 @@ export default function GenericNode({
             ></button>
           </div>
           <div className="flex gap-3">
-            <div className=" px-5 pb-3 mr-5">
-              {data.node.documentation !== "" && (
-                <Tooltip
-                  title={
-                    <a
-                      href={data.node.documentation}
-                      target="_blank"
-                      rel="noopener noreferrer"
-                    >
-                      {`Open ${data.node.display_name} documentation`}
-                    </a>
-                  }
-                >
-                  <Info />
-                </Tooltip>
-              )}
-            </div>
             <div>
               <Tooltip
                 title={

From 92aec903ea5d2b09d5158920fbb40b77d583c23d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Mon, 26 Jun 2023 19:53:51 -0300
Subject: [PATCH 35/43] =?UTF-8?q?=F0=9F=93=9D=20docs(config.yaml):=20add?=
 =?UTF-8?q?=20documentation=20links=20for=20various=20document=20loaders,?=
 =?UTF-8?q?=20embeddings,=20and=20llms=20Added=20documentation=20links=20f?=
 =?UTF-8?q?or=20various=20document=20loaders,=20embeddings,=20and=20llms?=
 =?UTF-8?q?=20to=20improve=20the=20readability=20and=20usability=20of=20th?=
 =?UTF-8?q?e=20config.yaml=20file.=20These=20links=20provide=20a=20quick?=
 =?UTF-8?q?=20reference=20to=20the=20documentation=20for=20each=20of=20the?=
 =?UTF-8?q?=20modules,=20making=20it=20easier=20for=20developers=20to=20un?=
 =?UTF-8?q?derstand=20and=20use=20them.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/config.yaml | 68 ++++++++++++++++----------------
 1 file changed, 34 insertions(+), 34 deletions(-)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index b0e5499b3..518ff7029 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -40,73 +40,73 @@ chains:
     documentation: ""
 documentloaders:
   AirbyteJSONLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/airbyte_json"
   CoNLLULoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/conll-u"
   CSVLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/csv"
   UnstructuredEmailLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/email"
   EverNoteLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/evernote"
   FacebookChatLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/facebook_chat"
   GutenbergLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/gutenberg"
   BSHTMLLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/html"
   UnstructuredHTMLLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/html"
   UnstructuredMarkdownLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/markdown"
   PyPDFLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/pdf"
   UnstructuredPowerPointLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/microsoft_powerpoint"
   SRTLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/subtitle"
   TelegramChatLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/telegram"
   TextLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/"
   UnstructuredWordDocumentLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/microsoft_word"
   WebBaseLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/web_base"
   AZLyricsLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/azlyrics"
   CollegeConfidentialLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/college_confidential"
   HNLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/hacker_news"
   IFixitLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/ifixit"
   IMSDbLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/imsdb"
   GitbookLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/gitbook"
   ReadTheDocsLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/readthedocs_documentation"
   SlackDirectoryLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/slack"
   NotionDirectoryLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/notion"
   DirectoryLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/file_directory"
   GitLoader:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/git"
 embeddings:
   OpenAIEmbeddings:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"
   HuggingFaceEmbeddings:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/sentence_transformers"
   CohereEmbeddings:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/cohere"
 llms:
   OpenAI:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"
   ChatOpenAI:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"
   LlamaCpp:
     documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/llamacpp"
   CTransformers:
@@ -116,7 +116,7 @@ llms:
   Anthropic:
     documentation: ""
   ChatAnthropic:
-    documentation: ""
+    documentation: "https://python.langchain.com/docs/modules/model_io/models/chat/integrations/anthropic"
   HuggingFaceHub:
     documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/huggingface_hub"
 memories:

From 87af22d0592d87bf9e0f54e4c2f265df5a8fdc8f Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 27 Jun 2023 07:33:01 -0300
Subject: [PATCH 36/43] =?UTF-8?q?=F0=9F=94=A8=20refactor(components):=20ad?=
 =?UTF-8?q?d=20info=20property=20to=20ParameterComponentType=20The=20Param?=
 =?UTF-8?q?eterComponent=20now=20has=20an=20info=20icon=20and=20tooltip=20?=
 =?UTF-8?q?to=20show=20additional=20information=20about=20the=20parameter.?=
 =?UTF-8?q?=20The=20GenericNode=20component=20now=20passes=20the=20info=20?=
 =?UTF-8?q?prop=20to=20the=20ParameterComponent=20to=20show=20the=20additi?=
 =?UTF-8?q?onal=20information.=20The=20ParameterComponentType=20has=20been?=
 =?UTF-8?q?=20refactored=20to=20include=20the=20info=20property.=20?=
 =?UTF-8?q?=F0=9F=8E=A8=20style(parameterComponent):=20add=20info=20icon?=
 =?UTF-8?q?=20and=20tooltip=20to=20show=20additional=20information=20?=
 =?UTF-8?q?=F0=9F=9A=80=20feat(GenericNode):=20pass=20info=20prop=20to=20P?=
 =?UTF-8?q?arameterComponent=20to=20show=20additional=20information?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../components/parameterComponent/index.tsx   | 34 ++++++++++++++++++-
 .../src/CustomNodes/GenericNode/index.tsx     |  1 +
 src/frontend/src/types/components/index.ts    |  9 ++---
 3 files changed, 36 insertions(+), 8 deletions(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index 4347b88ca..0701bfcd4 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -25,6 +25,7 @@ import { nodeColors } from "../../../../utils";
 import ShadTooltip from "../../../../components/ShadTooltipComponent";
 import { PopUpContext } from "../../../../contexts/popUpContext";
 import ToggleShadComponent from "../../../../components/toggleShadComponent";
+import { Info } from "lucide-react";
 
 export default function ParameterComponent({
   left,
@@ -36,9 +37,11 @@ export default function ParameterComponent({
   type,
   name = "",
   required = false,
+  info = "",
 }: ParameterComponentType) {
   const ref = useRef(null);
   const refHtml = useRef(null);
+  const infoHtml = useRef(null);
   const updateNodeInternals = useUpdateNodeInternals();
   const [position, setPosition] = useState(0);
   const { closePopUp } = useContext(PopUpContext);
@@ -79,6 +82,18 @@ export default function ParameterComponent({
     });
   };
 
+  useEffect(() => {
+    infoHtml.current = (
+      <div className="h-full w-full break-words">
+        {info.split("\n").map((line, i) => (
+          <p key={i} className="block">
+            {line}
+          </p>
+        ))}
+      </div>
+    );
+  }, [info]);
+
   useEffect(() => {
     const groupedObj = groupByFamily(myData, tooltipTitle);
 
@@ -126,8 +141,25 @@ export default function ParameterComponent({
       className="w-full flex flex-wrap justify-between items-center bg-muted dark:bg-gray-800 dark:text-white mt-1 px-5 py-2"
     >
       <>
-        <div className={"text-sm truncate w-full " + (left ? "" : "text-end")}>
+        <div
+          className={
+            "text-sm truncate w-full" +
+            (left ? "" : " text-end") +
+            (info !== "" ? " flex items-center" : "")
+          }
+        >
           {title}
+          <div className="">
+            {info !== "" && (
+              <ShadTooltip
+                open={true}
+                delayDuration={500}
+                content={infoHtml.current}
+              >
+                <Info className="ml-2 relative bottom-0.5 w-3 h-3" />
+              </ShadTooltip>
+            )}
+          </div>
           <span className="text-red-600">{required ? " *" : ""}</span>
         </div>
         {left &&
diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index 743339a48..40a306ce6 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -244,6 +244,7 @@ export default function GenericNode({
                           ? toTitleCase(data.node.template[t].name)
                           : toTitleCase(t)
                       }
+                      info={data.node.template[t].info}
                       name={t}
                       tooltipTitle={data.node.template[t].type}
                       required={data.node.template[t].required}
diff --git a/src/frontend/src/types/components/index.ts b/src/frontend/src/types/components/index.ts
index 630526193..b1570ddda 100644
--- a/src/frontend/src/types/components/index.ts
+++ b/src/frontend/src/types/components/index.ts
@@ -1,10 +1,4 @@
-import {
-  ComponentType,
-  ForwardRefExoticComponent,
-  ReactElement,
-  ReactNode,
-  SVGProps,
-} from "react";
+import { ReactElement, ReactNode } from "react";
 import { NodeDataType } from "../flow/index";
 import { typesContextType } from "../typesContext";
 export type InputComponentType = {
@@ -41,6 +35,7 @@ export type ParameterComponentType = {
   name?: string;
   tooltipTitle: string;
   dataContext?: typesContextType;
+  info?: string;
 };
 export type InputListComponentType = {
   value: string[];

From 415bee73847e66b749ef3d2cb19cfc1720c5591d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 27 Jun 2023 07:33:35 -0300
Subject: [PATCH 37/43] =?UTF-8?q?=F0=9F=94=A7=20chore(base.py,=20constants?=
 =?UTF-8?q?.py,=20llms.py):=20add=20info=20field=20to=20TemplateField=20an?=
 =?UTF-8?q?d=20OPENAI=5FAPI=5FBASE=5FINFO=20constant=20The=20`info`=20fiel?=
 =?UTF-8?q?d=20is=20added=20to=20the=20`TemplateField`=20class=20to=20prov?=
 =?UTF-8?q?ide=20additional=20information=20about=20the=20field.=20The=20`?=
 =?UTF-8?q?OPENAI=5FAPI=5FBASE=5FINFO`=20constant=20is=20added=20to=20the?=
 =?UTF-8?q?=20`constants.py`=20file=20to=20provide=20information=20about?=
 =?UTF-8?q?=20the=20base=20URL=20of=20the=20OpenAI=20API=20and=20how=20it?=
 =?UTF-8?q?=20can=20be=20changed=20to=20use=20other=20APIs=20like=20Prem?=
 =?UTF-8?q?=20and=20LocalAI.=20The=20`info`=20field=20is=20set=20to=20`OPE?=
 =?UTF-8?q?NAI=5FAPI=5FBASE=5FINFO`=20for=20the=20`openai=5Fapi=5Fbase`=20?=
 =?UTF-8?q?field=20in=20the=20`LLMFrontendNode`=20class=20in=20`llms.py`.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/field/base.py            |  1 +
 .../langflow/template/frontend_node/constants.py       | 10 ++++++++++
 src/backend/langflow/template/frontend_node/llms.py    |  4 ++++
 3 files changed, 15 insertions(+)

diff --git a/src/backend/langflow/template/field/base.py b/src/backend/langflow/template/field/base.py
index a9c18ff63..fdfdca562 100644
--- a/src/backend/langflow/template/field/base.py
+++ b/src/backend/langflow/template/field/base.py
@@ -21,6 +21,7 @@ class TemplateFieldCreator(BaseModel, ABC):
     name: str = ""
     display_name: Optional[str] = None
     advanced: bool = False
+    info: Optional[str] = ""
 
     def to_dict(self):
         result = self.dict()
diff --git a/src/backend/langflow/template/frontend_node/constants.py b/src/backend/langflow/template/frontend_node/constants.py
index 20b8a0c61..ac2e400b3 100644
--- a/src/backend/langflow/template/frontend_node/constants.py
+++ b/src/backend/langflow/template/frontend_node/constants.py
@@ -32,3 +32,13 @@ You are a good listener and you can talk about anything.
 HUMAN_PROMPT = "{input}"
 
 QA_CHAIN_TYPES = ["stuff", "map_reduce", "map_rerank", "refine"]
+
+
+# This variable is used to tell the user
+# that it can be changed to use other APIs
+# like Prem and LocalAI
+OPENAI_API_BASE_INFO = """
+The base URL of the OpenAI API. Defaults to https://api.openai.com/v1.
+
+You can change this to use other APIs like Prem and LocalAI.
+"""
diff --git a/src/backend/langflow/template/frontend_node/llms.py b/src/backend/langflow/template/frontend_node/llms.py
index 272e42c7f..65bffc303 100644
--- a/src/backend/langflow/template/frontend_node/llms.py
+++ b/src/backend/langflow/template/frontend_node/llms.py
@@ -2,6 +2,7 @@ from typing import Optional
 
 from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
+from langflow.template.frontend_node.constants import OPENAI_API_BASE_INFO
 
 
 class LLMFrontendNode(FrontendNode):
@@ -15,6 +16,9 @@ class LLMFrontendNode(FrontendNode):
         if "key" not in field.name.lower() and "token" not in field.name.lower():
             field.password = False
 
+        if field.name == "openai_api_base":
+            field.info = OPENAI_API_BASE_INFO
+
     @staticmethod
     def format_azure_field(field: TemplateField):
         if field.name == "model_name":

From 0d84d196573f3b620c8431ab080cfe4bd1f389f4 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 27 Jun 2023 07:44:20 -0300
Subject: [PATCH 38/43] =?UTF-8?q?=F0=9F=93=9D=20docs(constants.py):=20upda?=
 =?UTF-8?q?te=20OpenAI=20API=20base=20info=20to=20include=20additional=20A?=
 =?UTF-8?q?PI=20options=20This=20commit=20updates=20the=20documentation=20?=
 =?UTF-8?q?in=20the=20constants.py=20file=20to=20include=20additional=20AP?=
 =?UTF-8?q?I=20options=20that=20can=20be=20used=20instead=20of=20the=20def?=
 =?UTF-8?q?ault=20OpenAI=20API.=20The=20new=20options=20are=20JinaChat,=20?=
 =?UTF-8?q?LocalAI,=20and=20Prem.=20This=20change=20provides=20more=20info?=
 =?UTF-8?q?rmation=20to=20the=20user=20and=20allows=20them=20to=20make=20a?=
 =?UTF-8?q?n=20informed=20decision=20when=20choosing=20an=20API=20to=20use?=
 =?UTF-8?q?.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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

diff --git a/src/backend/langflow/template/frontend_node/constants.py b/src/backend/langflow/template/frontend_node/constants.py
index ac2e400b3..d30239ff7 100644
--- a/src/backend/langflow/template/frontend_node/constants.py
+++ b/src/backend/langflow/template/frontend_node/constants.py
@@ -40,5 +40,5 @@ QA_CHAIN_TYPES = ["stuff", "map_reduce", "map_rerank", "refine"]
 OPENAI_API_BASE_INFO = """
 The base URL of the OpenAI API. Defaults to https://api.openai.com/v1.
 
-You can change this to use other APIs like Prem and LocalAI.
+You can change this to use other APIs like JinaChat, LocalAI and Prem.
 """

From f78088bdb24dbd2c0ef3eb4d6429098618c15a2c Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 27 Jun 2023 09:44:20 -0300
Subject: [PATCH 39/43] =?UTF-8?q?=F0=9F=94=A7=20refactor(=5F=5Fmain=5F=5F.?=
 =?UTF-8?q?py,=20main.py):=20move=20setup=5Fstatic=5Ffiles=20function=20to?=
 =?UTF-8?q?=20main.py=20and=20rename=20create=5Fapp=20to=20setup=5Fapp=20?=
 =?UTF-8?q?=E2=9C=A8=20feat(=5F=5Fmain=5F=5F.py,=20main.py):=20add=20suppo?=
 =?UTF-8?q?rt=20for=20a=20custom=20static=20files=20directory=20to=20be=20?=
 =?UTF-8?q?passed=20as=20an=20argument=20to=20the=20app=20The=20`setup=5Fs?=
 =?UTF-8?q?tatic=5Ffiles`=20function=20has=20been=20moved=20from=20`=5F=5F?=
 =?UTF-8?q?main=5F=5F.py`=20to=20`main.py`=20to=20improve=20code=20organiz?=
 =?UTF-8?q?ation.=20The=20function=20has=20also=20been=20renamed=20to=20`s?=
 =?UTF-8?q?etup=5Fapp`=20to=20better=20reflect=20its=20purpose.=20The=20`c?=
 =?UTF-8?q?reate=5Fapp`=20function=20has=20been=20renamed=20to=20`setup=5F?=
 =?UTF-8?q?app`=20to=20follow=20the=20naming=20convention=20of=20the=20new?=
 =?UTF-8?q?=20function.=20The=20`setup=5Fapp`=20function=20now=20accepts?=
 =?UTF-8?q?=20an=20optional=20argument=20`static=5Ffiles=5Fdir`=20which=20?=
 =?UTF-8?q?allows=20the=20user=20to=20specify=20a=20custom=20directory=20f?=
 =?UTF-8?q?or=20static=20files.=20This=20improves=20the=20flexibility=20of?=
 =?UTF-8?q?=20the=20app=20as=20it=20can=20now=20be=20run=20with=20a=20cust?=
 =?UTF-8?q?om=20frontend.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/__main__.py | 40 ++++----------------------------
 src/backend/langflow/main.py     | 40 ++++++++++++++++++++++++++++++++
 2 files changed, 44 insertions(+), 36 deletions(-)

diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index a3841ec93..377339c98 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -1,6 +1,5 @@
 import sys
 import time
-from fastapi import FastAPI
 import httpx
 from multiprocess import Process, cpu_count  # type: ignore
 import platform
@@ -11,9 +10,7 @@ from rich.panel import Panel
 from rich import box
 from rich import print as rprint
 import typer
-from fastapi.staticfiles import StaticFiles
-from fastapi.responses import FileResponse
-from langflow.main import create_app
+from langflow.main import setup_app
 from langflow.settings import settings
 from langflow.utils.logger import configure, logger
 import webbrowser
@@ -144,15 +141,9 @@ def serve(
         remove_api_keys=remove_api_keys,
         cache=cache,
     )
-    # get the directory of the current file
-    if not path:
-        frontend_path = Path(__file__).parent
-        static_files_dir = frontend_path / "frontend"
-    else:
-        static_files_dir = Path(path)
-
-    app = create_app()
-    setup_static_files(app, static_files_dir)
+    # create path object if path is provided
+    path = Path(path) if path else path
+    app = setup_app(static_files_dir=path)
     # check if port is being used
     if is_port_in_use(port, host):
         port = get_free_port(port)
@@ -200,29 +191,6 @@ def run_on_windows(host, port, log_level, options, app):
     run_langflow(host, port, log_level, options, app)
 
 
-def setup_static_files(app: FastAPI, static_files_dir: Path):
-    """
-    Setup the static files directory.
-
-    Args:
-        app (FastAPI): FastAPI app.
-        path (str): Path to the static files directory.
-    """
-    app.mount(
-        "/",
-        StaticFiles(directory=static_files_dir, html=True),
-        name="static",
-    )
-
-    @app.exception_handler(404)
-    async def custom_404_handler(request, __):
-        path = static_files_dir / "index.html"
-
-        if not path.exists():
-            raise RuntimeError(f"File at path {path} does not exist.")
-        return FileResponse(path)
-
-
 def is_port_in_use(port, host="localhost"):
     """
     Check if a port is in use.
diff --git a/src/backend/langflow/main.py b/src/backend/langflow/main.py
index 2a1293f2e..e937931d6 100644
--- a/src/backend/langflow/main.py
+++ b/src/backend/langflow/main.py
@@ -1,5 +1,9 @@
+from pathlib import Path
+from typing import Optional
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
+from fastapi.responses import FileResponse
+from fastapi.staticfiles import StaticFiles
 
 from langflow.api import router
 from langflow.database.base import create_db_and_tables
@@ -33,6 +37,42 @@ def create_app():
     return app
 
 
+def setup_static_files(app: FastAPI, static_files_dir: Path):
+    """
+    Setup the static files directory.
+    Args:
+        app (FastAPI): FastAPI app.
+        path (str): Path to the static files directory.
+    """
+    app.mount(
+        "/",
+        StaticFiles(directory=static_files_dir, html=True),
+        name="static",
+    )
+
+    @app.exception_handler(404)
+    async def custom_404_handler(request, __):
+        path = static_files_dir / "index.html"
+
+        if not path.exists():
+            raise RuntimeError(f"File at path {path} does not exist.")
+        return FileResponse(path)
+
+
+# app = create_app()
+# setup_static_files(app, static_files_dir)
+def setup_app(static_files_dir: Optional[Path]) -> FastAPI:
+    """Setup the FastAPI app."""
+    # get the directory of the current file
+    if not static_files_dir:
+        frontend_path = Path(__file__).parent
+        static_files_dir = frontend_path / "frontend"
+
+    app = create_app()
+    setup_static_files(app, static_files_dir)
+    return app
+
+
 app = create_app()
 
 

From c86f72e7a622828ff6c0ae512ce444c79cf003dc Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 27 Jun 2023 10:11:39 -0300
Subject: [PATCH 40/43] =?UTF-8?q?=F0=9F=8E=89=20feat(config.py):=20add=20C?=
 =?UTF-8?q?hatConfig=20class=20with=20streaming=20attribute=20set=20to=20T?=
 =?UTF-8?q?rue=20The=20ChatConfig=20class=20is=20added=20to=20the=20projec?=
 =?UTF-8?q?t=20with=20a=20single=20attribute,=20streaming,=20set=20to=20Tr?=
 =?UTF-8?q?ue.=20This=20attribute=20is=20used=20to=20determine=20whether?=
 =?UTF-8?q?=20the=20chatbot=20should=20use=20streaming=20or=20request-resp?=
 =?UTF-8?q?onse=20communication=20with=20the=20client.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/chat/config.py | 2 ++
 1 file changed, 2 insertions(+)
 create mode 100644 src/backend/langflow/chat/config.py

diff --git a/src/backend/langflow/chat/config.py b/src/backend/langflow/chat/config.py
new file mode 100644
index 000000000..274f4d5bd
--- /dev/null
+++ b/src/backend/langflow/chat/config.py
@@ -0,0 +1,2 @@
+class ChatConfig:
+    streaming: bool = True

From 7c6845b15eb101f80f13d6395169dbebe77c5ffb Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 27 Jun 2023 10:16:19 -0300
Subject: [PATCH 41/43] =?UTF-8?q?=F0=9F=94=A7=20chore(loading.py):=20add?=
 =?UTF-8?q?=20instantiate=5Fllm=20function=20to=20handle=20LLM=20instantia?=
 =?UTF-8?q?tion=20and=20set=20ChatConfig.streaming=20based=20on=20openai?=
 =?UTF-8?q?=5Fapi=5Fbase=20parameter=20This=20commit=20adds=20a=20new=20fu?=
 =?UTF-8?q?nction=20`instantiate=5Fllm`=20to=20handle=20LLM=20(Language=20?=
 =?UTF-8?q?Model)=20instantiation.=20It=20also=20sets=20the=20`ChatConfig.?=
 =?UTF-8?q?streaming`=20attribute=20based=20on=20the=20`openai=5Fapi=5Fbas?=
 =?UTF-8?q?e`=20parameter.=20This=20is=20a=20workaround=20to=20ensure=20th?=
 =?UTF-8?q?at=20JinaChat=20works=20until=20streaming=20is=20implemented.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/interface/initialize/loading.py        | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 756588058..cfa5b5717 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -6,6 +6,7 @@ from langchain.agents import agent as agent_module
 from langchain.agents.agent import AgentExecutor
 from langchain.agents.agent_toolkits.base import BaseToolkit
 from langchain.agents.tools import BaseTool
+
 from langflow.interface.initialize.vector_store import vecstore_initializer
 
 from pydantic import ValidationError
@@ -20,6 +21,7 @@ from langchain.chains.base import Chain
 from langchain.vectorstores.base import VectorStore
 from langchain.document_loaders.base import BaseLoader
 from langchain.prompts.base import BasePromptTemplate
+from langflow.chat.config import ChatConfig
 
 
 def instantiate_class(node_type: str, base_type: str, params: Dict) -> Any:
@@ -76,10 +78,21 @@ def instantiate_based_on_type(class_object, base_type, node_type, params):
         return instantiate_utility(node_type, class_object, params)
     elif base_type == "chains":
         return instantiate_chains(node_type, class_object, params)
+    elif base_type == "llms":
+        return instantiate_llm(node_type, class_object, params)
     else:
         return class_object(**params)
 
 
+def instantiate_llm(node_type, class_object, params: Dict):
+    # This is a workaround so JinaChat works until streaming is implemented
+    # if "openai_api_base" in params and "jina" in params["openai_api_base"]:
+    # False if condition is True
+    ChatConfig.streaming = "jina" not in params.get("openai_api_base", "")
+
+    return class_object(**params)
+
+
 def instantiate_chains(node_type, class_object: Type[Chain], params: Dict):
     if "retriever" in params and hasattr(params["retriever"], "as_retriever"):
         params["retriever"] = params["retriever"].as_retriever()

From b741853454370f4dbb4f4de254a4741f4af4c077 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 27 Jun 2023 10:16:41 -0300
Subject: [PATCH 42/43] =?UTF-8?q?=F0=9F=94=A7=20chore(utils.py):=20use=20C?=
 =?UTF-8?q?hatConfig=20to=20set=20streaming=20option=20The=20first=20chang?=
 =?UTF-8?q?e=20removes=20an=20extra=20blank=20line=20in=20the=20ChatManage?=
 =?UTF-8?q?r=20class.=20The=20second=20change=20updates=20the=20try=5Fsett?=
 =?UTF-8?q?ing=5Fstreaming=5Foptions=20function=20to=20use=20the=20ChatCon?=
 =?UTF-8?q?fig=20class=20to=20set=20the=20streaming=20option=20instead=20o?=
 =?UTF-8?q?f=20hardcoding=20it.=20This=20makes=20the=20code=20more=20modul?=
 =?UTF-8?q?ar=20and=20easier=20to=20maintain.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/chat/manager.py    | 2 ++
 src/backend/langflow/interface/utils.py | 6 ++++--
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/src/backend/langflow/chat/manager.py b/src/backend/langflow/chat/manager.py
index 4a1b8e77c..b693e00a3 100644
--- a/src/backend/langflow/chat/manager.py
+++ b/src/backend/langflow/chat/manager.py
@@ -209,3 +209,5 @@ class ChatManager:
             except Exception as e:
                 logger.error(e)
             self.disconnect(client_id)
+
+
diff --git a/src/backend/langflow/interface/utils.py b/src/backend/langflow/interface/utils.py
index 8d45aa1b1..ff89e92bf 100644
--- a/src/backend/langflow/interface/utils.py
+++ b/src/backend/langflow/interface/utils.py
@@ -4,10 +4,12 @@ import os
 from io import BytesIO
 import re
 
+
 import yaml
 from langchain.base_language import BaseLanguageModel
 from PIL.Image import Image
 from langflow.utils.logger import logger
+from langflow.chat.config import ChatConfig
 
 
 def load_file_into_dict(file_path: str) -> dict:
@@ -49,9 +51,9 @@ def try_setting_streaming_options(langchain_object, websocket):
 
     if isinstance(llm, BaseLanguageModel):
         if hasattr(llm, "streaming") and isinstance(llm.streaming, bool):
-            llm.streaming = True
+            llm.streaming = ChatConfig.streaming
         elif hasattr(llm, "stream") and isinstance(llm.stream, bool):
-            llm.stream = True
+            llm.stream = ChatConfig.streaming
 
     return langchain_object
 

From 93c3f7a2a6279b696ddec97dd12f8752a2359fe7 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 27 Jun 2023 11:09:26 -0300
Subject: [PATCH 43/43] =?UTF-8?q?=E2=9C=A8=20feat(=5F=5Fmain=5F=5F.py):=20?=
 =?UTF-8?q?add=20optional=20static=5Ffiles=5Fdir=20parameter=20to=20setup?=
 =?UTF-8?q?=5Fapp=20function=20The=20variable=20name=20static=5Ffiles=5Fdi?=
 =?UTF-8?q?r=20was=20changed=20to=20improve=20semantics.=20It=20is=20now?=
 =?UTF-8?q?=20more=20clear=20that=20it=20is=20a=20directory=20path.=20An?=
 =?UTF-8?q?=20optional=20static=5Ffiles=5Fdir=20parameter=20was=20added=20?=
 =?UTF-8?q?to=20the=20setup=5Fapp=20function=20to=20allow=20for=20a=20dire?=
 =?UTF-8?q?ctory=20path=20to=20be=20passed=20in.=20This=20allows=20for=20m?=
 =?UTF-8?q?ore=20flexibility=20in=20serving=20static=20files.=20?=
 =?UTF-8?q?=F0=9F=90=9B=20fix(=5F=5Fmain=5F=5F.py):=20fix=20static=5Ffiles?=
 =?UTF-8?q?=5Fdir=20variable=20name=20to=20improve=20semantics?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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

diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index 377339c98..9980a5d2f 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -142,8 +142,8 @@ def serve(
         cache=cache,
     )
     # create path object if path is provided
-    path = Path(path) if path else path
-    app = setup_app(static_files_dir=path)
+    static_files_dir: Optional[Path] = Path(path) if path else None
+    app = setup_app(static_files_dir=static_files_dir)
     # check if port is being used
     if is_port_in_use(port, host):
         port = get_free_port(port)