src/backend/tests/data/vector_store_grouped.json

{"description":"An agent that can query a Vector Store.\nTry asking \"How do I upload examples to Langflow?\"\n\n\n\n","name":"Vector Store","data":{"nodes":[{"width":384,"height":267,"id":"VectorStoreAgent-xWgPj","type":"genericNode","position":{"x":2115.5183674856203,"y":-1277.6284872455249},"data":{"type":"VectorStoreAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"dynamic":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstoreinfo":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstoreinfo","display_name":"Vector Store Info","advanced":false,"dynamic":false,"info":"","type":"VectorStoreInfo","list":false},"_type":"vectorstore_agent"},"description":"Construct an agent from a Vector Store.","base_classes":["AgentExecutor"],"display_name":"VectorStoreAgent","documentation":""},"id":"VectorStoreAgent-xWgPj","value":null},"selected":false,"positionAbsolute":{"x":2115.5183674856203,"y":-1277.6284872455249},"dragging":false},{"width":384,"height":399,"id":"VectorStoreInfo-JbqfX","type":"genericNode","position":{"x":1553.2875394928135,"y":-1319.2113273706286},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"dynamic":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"dynamic":false,"info":"","type":"str","list":false,"value":"Instructions to upload examples to Langflow Community Examples"},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"dynamic":false,"info":"","type":"str","list":false,"value":"UploadExamples"},"_type":"VectorStoreInfo"},"description":"Information about a VectorStore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-JbqfX","value":null},"selected":false,"positionAbsolute":{"x":1553.2875394928135,"y":-1319.2113273706286},"dragging":false},{"width":384,"height":621,"id":"ChatOpenAI-sXmo2","type":"genericNode","position":{"x":1557.7805431884235,"y":-897.7091381330642},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"dynamic":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"dynamic":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"dynamic":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"dynamic":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"dynamic":false,"info":"","type":"int","list":false,"value":""},"metadata":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadata","advanced":false,"dynamic":false,"info":"","type":"code","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"dynamic":false,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo-0613","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"dynamic":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"dynamic":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"dynamic":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"dynamic":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"dynamic":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"dynamic":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"0.2","password":false,"name":"temperature","advanced":false,"dynamic":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"dynamic":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"`OpenAI` Chat large language models API.","base_classes":["ChatOpenAI","BaseLanguageModel","BaseChatModel","BaseLLM"],"display_name":"ChatOpenAI","custom_fields":{},"output_types":[],"documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-sXmo2","value":null},"selected":false,"positionAbsolute":{"x":1557.7805431884235,"y":-897.7091381330642},"dragging":false},{"width":384,"height":707,"data":{"id":"Chroma-JRSb8","type":"Chroma","node":{"output_types":[],"display_name":"group Node","documentation":"","base_classes":["Chroma","VectorStore","BaseRetriever","VectorStoreRetriever"],"description":"double click to edit description","template":{"allowed_special_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"dynamic":false,"info":"","type":"Literal'all'","list":true,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"allowed_special"},"display_name":"Allowed Special - OpenAIEmbedding..."},"disallowed_special_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"dynamic":false,"info":"","type":"Literal'all'","list":true,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"disallowed_special"},"display_name":"Disallowed Special - OpenAIEmbedding..."},"chunk_size_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"dynamic":false,"info":"","type":"int","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"chunk_size"},"display_name":"Chunk Size - OpenAIEmbedding..."},"client_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"dynamic":false,"info":"","type":"Any","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"client"},"display_name":"Client - OpenAIEmbedding..."},"deployment_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"deployment"},"display_name":"Deployment - OpenAIEmbedding..."},"embedding_ctx_length_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"value":8191,"password":false,"name":"embedding_ctx_length","advanced":true,"dynamic":false,"info":"","type":"int","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"embedding_ctx_length"},"display_name":"Embedding Ctx Length - OpenAIEmbedding..."},"max_retries_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"dynamic":false,"info":"","type":"int","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"max_retries"},"display_name":"Max Retries - OpenAIEmbedding..."},"model_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"model"},"display_name":"Model - OpenAIEmbedding..."},"model_kwargs_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"dynamic":false,"info":"","type":"code","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"model_kwargs"},"display_name":"Model Kwargs - OpenAIEmbedding..."},"openai_api_base_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base - OpenAIEmbedding...","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"openai_api_base"},"value":""},"openai_api_key_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key - OpenAIEmbedding...","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"openai_api_key"}},"openai_api_type_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type - OpenAIEmbedding...","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"openai_api_type"},"value":""},"openai_api_version_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version - OpenAIEmbedding...","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"openai_api_version"},"value":""},"openai_organization_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization - OpenAIEmbedding...","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"openai_organization"}},"openai_proxy_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy - OpenAIEmbedding...","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"openai_proxy"}},"request_timeout_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"dynamic":false,"info":"","type":"float","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"request_timeout"},"display_name":"Request Timeout - OpenAIEmbedding..."},"show_progress_bar_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"show_progress_bar","advanced":true,"dynamic":false,"info":"","type":"bool","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"show_progress_bar"},"display_name":"Show Progress Bar - OpenAIEmbedding..."},"tiktoken_model_name_OpenAIEmbeddings-YwSvx":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"OpenAIEmbeddings-YwSvx","field":"tiktoken_model_name"},"display_name":"Tiktoken Model Name - OpenAIEmbedding...","value":""},"chroma_server_cors_allow_origins_Chroma-fIjxj":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chroma_server_cors_allow_origins","display_name":"Chroma Server CORS Allow Origins - Chroma","advanced":true,"dynamic":false,"info":"","type":"str","list":true,"proxy":{"id":"Chroma-fIjxj","field":"chroma_server_cors_allow_origins"}},"chroma_server_grpc_port_Chroma-fIjxj":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chroma_server_grpc_port","display_name":"Chroma Server GRPC Port - Chroma","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"Chroma-fIjxj","field":"chroma_server_grpc_port"}},"chroma_server_host_Chroma-fIjxj":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chroma_server_host","display_name":"Chroma Server Host - Chroma","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"Chroma-fIjxj","field":"chroma_server_host"}},"chroma_server_http_port_Chroma-fIjxj":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chroma_server_http_port","display_name":"Chroma Server HTTP Port - Chroma","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"Chroma-fIjxj","field":"chroma_server_http_port"}},"chroma_server_ssl_enabled_Chroma-fIjxj":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"chroma_server_ssl_enabled","display_name":"Chroma Server SSL Enabled - Chroma","advanced":true,"dynamic":false,"info":"","type":"bool","list":false,"proxy":{"id":"Chroma-fIjxj","field":"chroma_server_ssl_enabled"}},"collection_name_Chroma-fIjxj":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langflow","password":false,"name":"collection_name","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"Chroma-fIjxj","field":"collection_name"},"display_name":"Collection Name - Chroma"},"persist_Chroma-fIjxj":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist - Chroma","advanced":true,"dynamic":false,"info":"","type":"bool","list":false,"proxy":{"id":"Chroma-fIjxj","field":"persist"}},"persist_directory_Chroma-fIjxj":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":true,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"Chroma-fIjxj","field":"persist_directory"},"display_name":"Persist Directory - Chroma"},"search_kwargs_Chroma-fIjxj":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"dynamic":false,"info":"","type":"code","list":false,"proxy":{"id":"Chroma-fIjxj","field":"search_kwargs"},"display_name":"Search Kwargs - Chroma"},"chunk_overlap_RecursiveCharacterTextSplitter-eXb39_RecursiveCharacterTextSplitter-SjLCC":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap - RecursiveCharac... - group Node","advanced":false,"dynamic":false,"info":"","type":"int","list":false,"proxy":{"id":"RecursiveCharacterTextSplitter-SjLCC","field":"chunk_overlap_RecursiveCharacterTextSplitter-eXb39"}},"chunk_size_RecursiveCharacterTextSplitter-eXb39_RecursiveCharacterTextSplitter-SjLCC":{"required":true,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","display_name":"Chunk Size - RecursiveCharac... - group Node","advanced":false,"dynamic":false,"info":"","type":"int","list":false,"proxy":{"id":"RecursiveCharacterTextSplitter-SjLCC","field":"chunk_size_RecursiveCharacterTextSplitter-eXb39"}},"separator_type_RecursiveCharacterTextSplitter-eXb39_RecursiveCharacterTextSplitter-SjLCC":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"Text","password":false,"options":["Text","cpp","go","html","java","js","latex","markdown","php","proto","python","rst","ruby","rust","scala","sol","swift"],"name":"separator_type","display_name":"Separator Type - RecursiveCharac... - group Node","advanced":false,"dynamic":false,"info":"","type":"str","list":true,"proxy":{"id":"RecursiveCharacterTextSplitter-SjLCC","field":"separator_type_RecursiveCharacterTextSplitter-eXb39"}},"separators_RecursiveCharacterTextSplitter-eXb39_RecursiveCharacterTextSplitter-SjLCC":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separators","display_name":"Separator - RecursiveCharac... - group Node","advanced":false,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"RecursiveCharacterTextSplitter-SjLCC","field":"separators_RecursiveCharacterTextSplitter-eXb39"}},"metadata_WebBaseLoader-LlDNv_RecursiveCharacterTextSplitter-SjLCC":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata - WebBaseLoader - group Node","advanced":false,"dynamic":false,"info":"","type":"code","list":false,"proxy":{"id":"RecursiveCharacterTextSplitter-SjLCC","field":"metadata_WebBaseLoader-LlDNv"}},"web_path_WebBaseLoader-LlDNv_RecursiveCharacterTextSplitter-SjLCC":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"http://docs.langflow.org/examples/how-upload-examples","password":false,"name":"web_path","display_name":"Web Page - WebBaseLoader - group Node","advanced":false,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"RecursiveCharacterTextSplitter-SjLCC","field":"web_path_WebBaseLoader-LlDNv"}}},"flow":{"data":{"nodes":[{"width":384,"height":359,"id":"OpenAIEmbeddings-YwSvx","type":"genericNode","position":{"x":677.2699276778915,"y":-734.4639958173494},"data":{"type":"OpenAIEmbeddings","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"dynamic":false,"info":"","type":"Literal'all'","list":true},"disallowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"dynamic":false,"info":"","type":"Literal'all'","list":true},"chunk_size":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"dynamic":false,"info":"","type":"int","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"dynamic":false,"info":"","type":"Any","list":false},"deployment":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"embedding_ctx_length":{"required":false,"placeholder":"","show":true,"multiline":false,"value":8191,"password":false,"name":"embedding_ctx_length","advanced":true,"dynamic":false,"info":"","type":"int","list":false},"headers":{"required":false,"placeholder":"","show":false,"multiline":true,"value":"{'Authorization':\n            'Bearer <token>'}","password":false,"name":"headers","advanced":true,"dynamic":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"dynamic":false,"info":"","type":"int","list":false},"model":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"dynamic":false,"info":"","type":"code","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"openai_api_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"openai_api_version":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"dynamic":false,"info":"","type":"float","list":false},"show_progress_bar":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"show_progress_bar","advanced":true,"dynamic":false,"info":"","type":"bool","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"_type":"OpenAIEmbeddings"},"description":"OpenAI embedding models.","base_classes":["OpenAIEmbeddings","Embeddings"],"display_name":"OpenAIEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"},"id":"OpenAIEmbeddings-YwSvx","value":null},"selected":true,"positionAbsolute":{"x":677.2699276778915,"y":-734.4639958173494},"dragging":false},{"width":384,"height":515,"id":"Chroma-fIjxj","type":"genericNode","position":{"x":998.5929276655718,"y":-1315.4167537905012},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"dynamic":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"dynamic":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"dynamic":false,"info":"","type":"Document","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"dynamic":false,"info":"","type":"Embeddings","list":false},"chroma_server_cors_allow_origins":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chroma_server_cors_allow_origins","display_name":"Chroma Server CORS Allow Origins","advanced":true,"dynamic":false,"info":"","type":"str","list":true},"chroma_server_grpc_port":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chroma_server_grpc_port","display_name":"Chroma Server GRPC Port","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"chroma_server_host":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chroma_server_host","display_name":"Chroma Server Host","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"chroma_server_http_port":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chroma_server_http_port","display_name":"Chroma Server HTTP Port","advanced":true,"dynamic":false,"info":"","type":"str","list":false},"chroma_server_ssl_enabled":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"chroma_server_ssl_enabled","display_name":"Chroma Server SSL Enabled","advanced":true,"dynamic":false,"info":"","type":"bool","list":false},"collection_metadata":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"collection_metadata","advanced":false,"dynamic":false,"info":"","type":"code","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langflow","password":false,"name":"collection_name","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"dynamic":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"dynamic":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"dynamic":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"dynamic":false,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["Chroma","VectorStore","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","custom_fields":{},"output_types":[],"documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-fIjxj","value":null},"selected":true,"positionAbsolute":{"x":998.5929276655718,"y":-1315.4167537905012},"dragging":false},{"width":384,"height":707,"data":{"id":"RecursiveCharacterTextSplitter-SjLCC","type":"RecursiveCharacterTextSplitter","node":{"output_types":["Document"],"display_name":"group Node","documentation":"","base_classes":["Document"],"description":"double click to edit description","template":{"chunk_overlap_RecursiveCharacterTextSplitter-eXb39":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap - RecursiveCharac...","advanced":false,"dynamic":false,"info":"","type":"int","list":false,"proxy":{"id":"RecursiveCharacterTextSplitter-eXb39","field":"chunk_overlap"}},"chunk_size_RecursiveCharacterTextSplitter-eXb39":{"required":true,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","display_name":"Chunk Size - RecursiveCharac...","advanced":false,"dynamic":false,"info":"","type":"int","list":false,"proxy":{"id":"RecursiveCharacterTextSplitter-eXb39","field":"chunk_size"}},"separator_type_RecursiveCharacterTextSplitter-eXb39":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"Text","password":false,"options":["Text","cpp","go","html","java","js","latex","markdown","php","proto","python","rst","ruby","rust","scala","sol","swift"],"name":"separator_type","display_name":"Separator Type - RecursiveCharac...","advanced":false,"dynamic":false,"info":"","type":"str","list":true,"proxy":{"id":"RecursiveCharacterTextSplitter-eXb39","field":"separator_type"}},"separators_RecursiveCharacterTextSplitter-eXb39":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separators","display_name":"Separator - RecursiveCharac...","advanced":false,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"RecursiveCharacterTextSplitter-eXb39","field":"separators"}},"metadata_WebBaseLoader-LlDNv":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata - WebBaseLoader","advanced":false,"dynamic":false,"info":"","type":"code","list":false,"proxy":{"id":"WebBaseLoader-LlDNv","field":"metadata"}},"web_path_WebBaseLoader-LlDNv":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"http://docs.langflow.org/examples/how-upload-examples","password":false,"name":"web_path","display_name":"Web Page - WebBaseLoader","advanced":false,"dynamic":false,"info":"","type":"str","list":false,"proxy":{"id":"WebBaseLoader-LlDNv","field":"web_path"}}},"flow":{"data":{"nodes":[{"width":384,"height":575,"id":"RecursiveCharacterTextSplitter-eXb39","type":"genericNode","position":{"x":543.3651467111342,"y":-1373.3607842112438},"data":{"type":"RecursiveCharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"dynamic":false,"info":"","type":"Document","list":true},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"dynamic":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"dynamic":false,"info":"","type":"int","list":false},"separator_type":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"Text","password":false,"options":["Text","cpp","go","html","java","js","latex","markdown","php","proto","python","rst","ruby","rust","scala","sol","swift"],"name":"separator_type","display_name":"Separator Type","advanced":false,"dynamic":false,"info":"","type":"str","list":true},"separators":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separators","display_name":"Separator","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"_type":"RecursiveCharacterTextSplitter"},"description":"Splitting text by recursively look at characters.","base_classes":["Document"],"display_name":"RecursiveCharacterTextSplitter","custom_fields":{},"output_types":["Document"],"documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/recursive_text_splitter"},"id":"RecursiveCharacterTextSplitter-eXb39","value":null},"selected":true,"positionAbsolute":{"x":543.3651467111342,"y":-1373.3607842112438},"dragging":false},{"width":384,"height":379,"id":"WebBaseLoader-LlDNv","type":"genericNode","position":{"x":60.77712301470575,"y":-1345.575885746874},"data":{"type":"WebBaseLoader","node":{"template":{"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"dynamic":false,"info":"","type":"code","list":false},"web_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"http://docs.langflow.org/examples/how-upload-examples","password":false,"name":"web_path","display_name":"Web Page","advanced":false,"dynamic":false,"info":"","type":"str","list":false},"_type":"WebBaseLoader"},"description":"Load HTML pages using `urllib` and parse them with `BeautifulSoup'.","base_classes":["Document"],"display_name":"WebBaseLoader","custom_fields":{},"output_types":["Document"],"documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/web_base"},"id":"WebBaseLoader-LlDNv","value":null},"selected":true,"positionAbsolute":{"x":60.77712301470575,"y":-1345.575885746874},"dragging":false}],"edges":[{"source":"WebBaseLoader-LlDNv","sourceHandle":"{œbaseClassesœ:[œDocumentœ],œdataTypeœ:œWebBaseLoaderœ,œidœ:œWebBaseLoader-LlDNvœ}","target":"RecursiveCharacterTextSplitter-eXb39","targetHandle":"{œfieldNameœ:œdocumentsœ,œidœ:œRecursiveCharacterTextSplitter-eXb39œ,œinputTypesœ:null,œtypeœ:œDocumentœ}","style":{"stroke":"#555"},"className":"stroke-gray-900  stroke-connection","animated":false,"id":"reactflow__edge-WebBaseLoader-LlDNv{œbaseClassesœ:[œDocumentœ],œdataTypeœ:œWebBaseLoaderœ,œidœ:œWebBaseLoader-LlDNvœ}-RecursiveCharacterTextSplitter-eXb39{œfieldNameœ:œdocumentsœ,œidœ:œRecursiveCharacterTextSplitter-eXb39œ,œinputTypesœ:null,œtypeœ:œDocumentœ}","selected":true,"data":{"sourceHandle":{"baseClasses":["Document"],"dataType":"WebBaseLoader","id":"WebBaseLoader-LlDNv"},"targetHandle":{"fieldName":"documents","id":"RecursiveCharacterTextSplitter-eXb39","inputTypes":null,"type":"Document"}}}],"viewport":{"x":171.77566864238327,"y":1008.7716987035463,"zoom":0.6091751241035919}},"name":"Giggly Aryabhata","description":"","id":"oms5B"}}},"id":"RecursiveCharacterTextSplitter-SjLCC","position":{"x":459.66128620284064,"y":-1502.284409630862},"type":"genericNode","selected":true,"positionAbsolute":{"x":459.66128620284064,"y":-1502.284409630862},"dragging":false}],"edges":[{"source":"OpenAIEmbeddings-YwSvx","sourceHandle":"{œbaseClassesœ:[œOpenAIEmbeddingsœ,œEmbeddingsœ],œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-YwSvxœ}","target":"Chroma-fIjxj","targetHandle":"{œfieldNameœ:œembeddingœ,œidœ:œChroma-fIjxjœ,œinputTypesœ:null,œtypeœ:œEmbeddingsœ}","style":{"stroke":"#555"},"className":"stroke-gray-900  stroke-connection","animated":false,"id":"reactflow__edge-OpenAIEmbeddings-YwSvx{œbaseClassesœ:[œOpenAIEmbeddingsœ,œEmbeddingsœ],œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-YwSvxœ}-Chroma-fIjxj{œfieldNameœ:œembeddingœ,œidœ:œChroma-fIjxjœ,œinputTypesœ:null,œtypeœ:œEmbeddingsœ}","data":{"sourceHandle":{"baseClasses":["OpenAIEmbeddings","Embeddings"],"dataType":"OpenAIEmbeddings","id":"OpenAIEmbeddings-YwSvx"},"targetHandle":{"fieldName":"embedding","id":"Chroma-fIjxj","inputTypes":null,"type":"Embeddings"}},"selected":true},{"source":"RecursiveCharacterTextSplitter-SjLCC","sourceHandle":"{œbaseClassesœ:[œDocumentœ],œdataTypeœ:œRecursiveCharacterTextSplitterœ,œidœ:œRecursiveCharacterTextSplitter-SjLCCœ}","target":"Chroma-fIjxj","targetHandle":"{œfieldNameœ:œdocumentsœ,œidœ:œChroma-fIjxjœ,œinputTypesœ:null,œtypeœ:œDocumentœ}","data":{"targetHandle":{"fieldName":"documents","id":"Chroma-fIjxj","inputTypes":null,"type":"Document"},"sourceHandle":{"baseClasses":["Document"],"dataType":"RecursiveCharacterTextSplitter","id":"RecursiveCharacterTextSplitter-SjLCC"}},"style":{"stroke":"#555"},"className":"stroke-foreground  stroke-connection","animated":false,"id":"reactflow__edge-RecursiveCharacterTextSplitter-SjLCC{œbaseClassesœ:[œDocumentœ],œdataTypeœ:œRecursiveCharacterTextSplitterœ,œidœ:œRecursiveCharacterTextSplitter-SjLCCœ}-Chroma-fIjxj{œfieldNameœ:œdocumentsœ,œidœ:œChroma-fIjxjœ,œinputTypesœ:null,œtypeœ:œDocumentœ}","selected":true}],"viewport":{"x":75.85425902478954,"y":794.442518380995,"zoom":0.3834017786930542}},"name":"Serene Noyce","description":"","id":"Tfctp"}}},"id":"Chroma-JRSb8","position":{"x":910.0668563050097,"y":-1379.672298924546},"type":"genericNode","selected":true,"positionAbsolute":{"x":910.0668563050097,"y":-1379.672298924546},"dragging":false}],"edges":[{"source":"VectorStoreInfo-JbqfX","sourceHandle":"{œbaseClassesœ:[œVectorStoreInfoœ],œdataTypeœ:œVectorStoreInfoœ,œidœ:œVectorStoreInfo-JbqfXœ}","target":"VectorStoreAgent-xWgPj","targetHandle":"{œfieldNameœ:œvectorstoreinfoœ,œidœ:œVectorStoreAgent-xWgPjœ,œinputTypesœ:null,œtypeœ:œVectorStoreInfoœ}","className":"stroke-gray-900  stroke-connection","id":"reactflow__edge-VectorStoreInfo-JbqfX{œbaseClassesœ:[œVectorStoreInfoœ],œdataTypeœ:œVectorStoreInfoœ,œidœ:œVectorStoreInfo-JbqfXœ}-VectorStoreAgent-xWgPj{œfieldNameœ:œvectorstoreinfoœ,œidœ:œVectorStoreAgent-xWgPjœ,œinputTypesœ:null,œtypeœ:œVectorStoreInfoœ}","selected":false,"style":{"stroke":"#555"},"animated":false,"data":{"sourceHandle":{"baseClasses":["VectorStoreInfo"],"dataType":"VectorStoreInfo","id":"VectorStoreInfo-JbqfX"},"targetHandle":{"fieldName":"vectorstoreinfo","id":"VectorStoreAgent-xWgPj","inputTypes":null,"type":"VectorStoreInfo"}}},{"source":"ChatOpenAI-sXmo2","sourceHandle":"{œbaseClassesœ:[œChatOpenAIœ,œBaseLanguageModelœ,œBaseChatModelœ,œBaseLLMœ],œdataTypeœ:œChatOpenAIœ,œidœ:œChatOpenAI-sXmo2œ}","target":"VectorStoreAgent-xWgPj","targetHandle":"{œfieldNameœ:œllmœ,œidœ:œVectorStoreAgent-xWgPjœ,œinputTypesœ:null,œtypeœ:œBaseLanguageModelœ}","style":{"stroke":"#555"},"className":"stroke-gray-900  stroke-connection","animated":false,"id":"reactflow__edge-ChatOpenAI-sXmo2{œbaseClassesœ:[œChatOpenAIœ,œBaseLanguageModelœ,œBaseChatModelœ,œBaseLLMœ],œdataTypeœ:œChatOpenAIœ,œidœ:œChatOpenAI-sXmo2œ}-VectorStoreAgent-xWgPj{œfieldNameœ:œllmœ,œidœ:œVectorStoreAgent-xWgPjœ,œinputTypesœ:null,œtypeœ:œBaseLanguageModelœ}","selected":false,"data":{"sourceHandle":{"baseClasses":["ChatOpenAI","BaseLanguageModel","BaseChatModel","BaseLLM"],"dataType":"ChatOpenAI","id":"ChatOpenAI-sXmo2"},"targetHandle":{"fieldName":"llm","id":"VectorStoreAgent-xWgPj","inputTypes":null,"type":"BaseLanguageModel"}}},{"source":"Chroma-JRSb8","sourceHandle":"{œbaseClassesœ:[œChromaœ,œVectorStoreœ,œBaseRetrieverœ,œVectorStoreRetrieverœ],œdataTypeœ:œChromaœ,œidœ:œChroma-JRSb8œ}","target":"VectorStoreInfo-JbqfX","targetHandle":"{œfieldNameœ:œvectorstoreœ,œidœ:œVectorStoreInfo-JbqfXœ,œinputTypesœ:null,œtypeœ:œVectorStoreœ}","data":{"targetHandle":{"fieldName":"vectorstore","id":"VectorStoreInfo-JbqfX","inputTypes":null,"type":"VectorStore"},"sourceHandle":{"baseClasses":["Chroma","VectorStore","BaseRetriever","VectorStoreRetriever"],"dataType":"Chroma","id":"Chroma-JRSb8"}},"style":{"stroke":"#555"},"className":"stroke-foreground  stroke-connection","animated":false,"id":"reactflow__edge-Chroma-JRSb8{œbaseClassesœ:[œChromaœ,œVectorStoreœ,œBaseRetrieverœ,œVectorStoreRetrieverœ],œdataTypeœ:œChromaœ,œidœ:œChroma-JRSb8œ}-VectorStoreInfo-JbqfX{œfieldNameœ:œvectorstoreœ,œidœ:œVectorStoreInfo-JbqfXœ,œinputTypesœ:null,œtypeœ:œVectorStoreœ}"}],"viewport":{"x":-514.4089400658404,"y":1037.1605824094304,"zoom":0.6583510309092263}},"id":"33f0dc0b-39f1-4573-9811-a92b1ea51634"}