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.md .pdf YouTube Contents Introduction to LangChain with Harrison Chase, creator of LangChain Tutorials Videos (sorted by views) YouTube# This is a collection of LangChain tutorials and videos on YouTube. Introduction to LangChain with Harrison Chase, creator of LangChain# Building the Future with LLMs, LangChain, & Pinecone by Pinecone LangChain and Weaviate with Harrison Chase and Bob van Luijt - Weaviate Podcast #36 by Weaviate • Vector Database LangChain Demo + Q&A with Harrison Chase by Full Stack Deep Learning Tutorials# LangChain Crash Course - Build apps with language models by Patrick Loeber LangChain for Gen AI and LLMs by James Briggs: #1 Getting Started with GPT-3 vs. Open Source LLMs #2 Prompt Templates for GPT 3.5 and other LLMs #3 LLM Chains using GPT 3.5 and other LLMs #4 Chatbot Memory for Chat-GPT, Davinci + other LLMs #5 Chat with OpenAI in LangChain #6 LangChain Agents Deep Dive with GPT 3.5 Prompt Engineering with OpenAI’s GPT-3 and other LLMs LangChain 101 by Data Independent: What Is LangChain? - LangChain + ChatGPT Overview Quickstart Guide Beginner Guide To 7 Essential Concepts OpenAI + Wolfram Alpha Ask Questions On Your Custom (or Private) Files Connect Google Drive Files To OpenAI YouTube Transcripts + OpenAI Question A 300 Page Book (w/ OpenAI + Pinecone) Workaround OpenAI's Token Limit With Chain Types Build Your Own OpenAI + LangChain Web App in 23 Minutes Working With The New ChatGPT API
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Working With The New ChatGPT API OpenAI + LangChain Wrote Me 100 Custom Sales Emails Structured Output From OpenAI (Clean Dirty Data) Connect OpenAI To +5,000 Tools (LangChain + Zapier) Use LLMs To Extract Data From Text (Expert Mode) LangChain How to and guides by Sam Witteveen: LangChain Basics - LLMs & PromptTemplates with Colab LangChain Basics - Tools and Chains ChatGPT API Announcement & Code Walkthrough with LangChain Conversations with Memory (explanation & code walkthrough) Chat with Flan20B Using Hugging Face Models locally (code walkthrough) PAL : Program-aided Language Models with LangChain code Building a Summarization System with LangChain and GPT-3 - Part 1 Building a Summarization System with LangChain and GPT-3 - Part 2 Microsoft’s Visual ChatGPT using LangChain LangChain Agents - Joining Tools and Chains with Decisions Comparing LLMs with LangChain Using Constitutional AI in LangChain Talking to Alpaca with LangChain - Creating an Alpaca Chatbot Talk to your CSV & Excel with LangChain BabyAGI: Discover the Power of Task-Driven Autonomous Agents! Improve your BabyAGI with LangChain LangChain by Prompt Engineering: LangChain Crash Course - All You Need to Know to Build Powerful Apps with LLMs Working with MULTIPLE PDF Files in LangChain: ChatGPT for your Data ChatGPT for YOUR OWN PDF files with LangChain Talk to YOUR DATA without OpenAI APIs: LangChain LangChain by Chat with data
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LangChain by Chat with data LangChain Beginner’s Tutorial for Typescript/Javascript GPT-4 Tutorial: How to Chat With Multiple PDF Files (~1000 pages of Tesla’s 10-K Annual Reports) GPT-4 & LangChain Tutorial: How to Chat With A 56-Page PDF Document (w/Pinecone) Videos (sorted by views)# Building AI LLM Apps with LangChain (and more?) - LIVE STREAM by Nicholas Renotte First look - ChatGPT + WolframAlpha (GPT-3.5 and Wolfram|Alpha via LangChain by James Weaver) by Dr Alan D. Thompson LangChain explained - The hottest new Python framework by AssemblyAI Chatbot with INFINITE MEMORY using OpenAI & Pinecone - GPT-3, Embeddings, ADA, Vector DB, Semantic by David Shapiro ~ AI LangChain for LLMs is… basically just an Ansible playbook by David Shapiro ~ AI Build your own LLM Apps with LangChain & GPT-Index by 1littlecoder BabyAGI - New System of Autonomous AI Agents with LangChain by 1littlecoder Run BabyAGI with Langchain Agents (with Python Code) by 1littlecoder How to Use Langchain With Zapier | Write and Send Email with GPT-3 | OpenAI API Tutorial by StarMorph AI Use Your Locally Stored Files To Get Response From GPT - OpenAI | Langchain | Python by Shweta Lodha Langchain JS | How to Use GPT-3, GPT-4 to Reference your own Data | OpenAI Embeddings Intro by StarMorph AI
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The easiest way to work with large language models | Learn LangChain in 10min by Sophia Yang 4 Autonomous AI Agents: “Westworld” simulation BabyAGI, AutoGPT, Camel, LangChain by Sophia Yang AI CAN SEARCH THE INTERNET? Langchain Agents + OpenAI ChatGPT by tylerwhatsgood Weaviate + LangChain for LLM apps presented by Erika Cardenas by Weaviate • Vector Database Analyze Custom CSV Data with GPT-4 using Langchain by Venelin Valkov Langchain Overview - How to Use Langchain & ChatGPT by Python In Office Custom langchain Agent & Tools with memory. Turn any Python function into langchain tool with Gpt 3 by echohive ChatGPT with any YouTube video using langchain and chromadb by echohive How to Talk to a PDF using LangChain and ChatGPT by Automata Learning Lab Langchain Document Loaders Part 1: Unstructured Files by Merk LangChain - Prompt Templates (what all the best prompt engineers use) by Nick Daigler LangChain. Crear aplicaciones Python impulsadas por GPT by Jesús Conde Easiest Way to Use GPT In Your Products | LangChain Basics Tutorial by Rachel Woods BabyAGI + GPT-4 Langchain Agent with Internet Access by tylerwhatsgood Learning LLM Agents. How does it actually work? LangChain, AutoGPT & OpenAI by Arnoldas Kemeklis Get Started with LangChain in Node.js by Developers Digest LangChain + OpenAI tutorial: Building a Q&A system w/ own text data by Samuel Chan Langchain + Zapier Agent by Merk
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Langchain + Zapier Agent by Merk Connecting the Internet with ChatGPT (LLMs) using Langchain And Answers Your Questions by Kamalraj M M Build More Powerful LLM Applications for Business’s with LangChain (Beginners Guide) by No Code Blackbox previous Tracing Contents Introduction to LangChain with Harrison Chase, creator of LangChain Tutorials Videos (sorted by views) By Harrison Chase © Copyright 2023, Harrison Chase. Last updated on Apr 26, 2023.
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Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | Y | Z _ __call__() (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method)
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(langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) A aadd_documents() (langchain.retrievers.TimeWeightedVectorStoreRetriever method) (langchain.vectorstores.VectorStore method) aadd_texts() (langchain.vectorstores.VectorStore method) aapply() (langchain.chains.LLMChain method) aapply_and_parse() (langchain.chains.LLMChain method) acall_actor() (langchain.utilities.ApifyWrapper method) acompress_documents() (langchain.retrievers.document_compressors.DocumentCompressorPipeline method) (langchain.retrievers.document_compressors.EmbeddingsFilter method) (langchain.retrievers.document_compressors.LLMChainExtractor method) (langchain.retrievers.document_compressors.LLMChainFilter method) add() (langchain.docstore.InMemoryDocstore method) add_ai_message() (langchain.memory.ChatMessageHistory method) (langchain.memory.CosmosDBChatMessageHistory method) (langchain.memory.DynamoDBChatMessageHistory method)
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(langchain.memory.DynamoDBChatMessageHistory method) (langchain.memory.PostgresChatMessageHistory method) (langchain.memory.RedisChatMessageHistory method) add_documents() (langchain.retrievers.TimeWeightedVectorStoreRetriever method) (langchain.retrievers.WeaviateHybridSearchRetriever method) (langchain.vectorstores.VectorStore method) add_embeddings() (langchain.vectorstores.FAISS method) add_example() (langchain.prompts.example_selector.LengthBasedExampleSelector method) (langchain.prompts.example_selector.SemanticSimilarityExampleSelector method) add_memory() (langchain.experimental.GenerativeAgentMemory method) add_texts() (langchain.retrievers.ElasticSearchBM25Retriever method) (langchain.retrievers.PineconeHybridSearchRetriever method) (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Annoy method) (langchain.vectorstores.AtlasDB method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.ElasticVectorSearch method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.MyScale method) (langchain.vectorstores.OpenSearchVectorSearch method)
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(langchain.vectorstores.OpenSearchVectorSearch method) (langchain.vectorstores.Pinecone method) (langchain.vectorstores.Qdrant method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) (langchain.vectorstores.Weaviate method) add_user_message() (langchain.memory.ChatMessageHistory method) (langchain.memory.CosmosDBChatMessageHistory method) (langchain.memory.DynamoDBChatMessageHistory method) (langchain.memory.PostgresChatMessageHistory method) (langchain.memory.RedisChatMessageHistory method) add_vectors() (langchain.vectorstores.SupabaseVectorStore method) add_video_info (langchain.document_loaders.GoogleApiYoutubeLoader attribute) adelete() (langchain.utilities.TextRequestsWrapper method) afrom_documents() (langchain.vectorstores.VectorStore class method) afrom_texts() (langchain.vectorstores.VectorStore class method) age (langchain.experimental.GenerativeAgent attribute) agenerate() (langchain.chains.LLMChain method) (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method)
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(langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) agenerate_prompt() (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method)
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(langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) agent (langchain.agents.AgentExecutor attribute) (langchain.agents.MRKLChain attribute)
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(langchain.agents.MRKLChain attribute) (langchain.agents.ReActChain attribute) (langchain.agents.SelfAskWithSearchChain attribute) AgentType (class in langchain.agents) aget() (langchain.utilities.TextRequestsWrapper method) aget_relevant_documents() (langchain.retrievers.ChatGPTPluginRetriever method) (langchain.retrievers.ContextualCompressionRetriever method) (langchain.retrievers.DataberryRetriever method) (langchain.retrievers.ElasticSearchBM25Retriever method) (langchain.retrievers.MetalRetriever method) (langchain.retrievers.PineconeHybridSearchRetriever method) (langchain.retrievers.RemoteLangChainRetriever method) (langchain.retrievers.SVMRetriever method) (langchain.retrievers.TFIDFRetriever method) (langchain.retrievers.TimeWeightedVectorStoreRetriever method) (langchain.retrievers.WeaviateHybridSearchRetriever method) aget_table_info() (langchain.utilities.PowerBIDataset method) aggregate_importance (langchain.experimental.GenerativeAgentMemory attribute) ai_prefix (langchain.agents.ConversationalAgent attribute) (langchain.memory.ConversationBufferMemory attribute) (langchain.memory.ConversationBufferWindowMemory attribute)
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(langchain.memory.ConversationBufferWindowMemory attribute) (langchain.memory.ConversationEntityMemory attribute) (langchain.memory.ConversationKGMemory attribute) (langchain.memory.ConversationStringBufferMemory attribute) (langchain.memory.ConversationTokenBufferMemory attribute) aiosession (langchain.retrievers.ChatGPTPluginRetriever attribute) (langchain.serpapi.SerpAPIWrapper attribute) (langchain.utilities.PowerBIDataset attribute) (langchain.utilities.searx_search.SearxSearchWrapper attribute) (langchain.utilities.SearxSearchWrapper attribute) (langchain.utilities.SerpAPIWrapper attribute) (langchain.utilities.TextRequestsWrapper attribute) AirbyteJSONLoader (class in langchain.document_loaders) aleph_alpha_api_key (langchain.llms.AlephAlpha attribute) allowed_special (langchain.llms.AzureOpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.PromptLayerOpenAIChat attribute) allowed_tools (langchain.agents.Agent attribute) aload() (langchain.document_loaders.WebBaseLoader method) alpha (langchain.retrievers.PineconeHybridSearchRetriever attribute) amax_marginal_relevance_search() (langchain.vectorstores.VectorStore method)
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amax_marginal_relevance_search_by_vector() (langchain.vectorstores.VectorStore method) AnalyticDB (class in langchain.vectorstores) Annoy (class in langchain.vectorstores) answers (langchain.utilities.searx_search.SearxResults property) apatch() (langchain.utilities.TextRequestsWrapper method) api_answer_chain (langchain.chains.APIChain attribute) api_docs (langchain.chains.APIChain attribute) api_key (langchain.retrievers.DataberryRetriever attribute) api_operation (langchain.chains.OpenAPIEndpointChain attribute) api_request_chain (langchain.chains.APIChain attribute) (langchain.chains.OpenAPIEndpointChain attribute) api_response_chain (langchain.chains.OpenAPIEndpointChain attribute) api_spec (langchain.tools.AIPluginTool attribute) api_url (langchain.llms.StochasticAI attribute) api_wrapper (langchain.tools.DuckDuckGoSearchTool attribute) (langchain.tools.GooglePlacesTool attribute) apify_client (langchain.document_loaders.ApifyDatasetLoader attribute) (langchain.utilities.ApifyWrapper attribute) apify_client_async (langchain.utilities.ApifyWrapper attribute) aplan() (langchain.agents.Agent method) (langchain.agents.BaseMultiActionAgent method)
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(langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) (langchain.agents.LLMSingleActionAgent method) apost() (langchain.utilities.TextRequestsWrapper method) append() (langchain.memory.DynamoDBChatMessageHistory method) (langchain.memory.PostgresChatMessageHistory method) (langchain.memory.RedisChatMessageHistory method) apply() (langchain.chains.LLMChain method) apply_and_parse() (langchain.chains.LLMChain method) apredict() (langchain.chains.LLMChain method) apredict_and_parse() (langchain.chains.LLMChain method) aprep_prompts() (langchain.chains.LLMChain method) aput() (langchain.utilities.TextRequestsWrapper method) arbitrary_types_allowed (langchain.experimental.BabyAGI.Config attribute) (langchain.experimental.GenerativeAgent.Config attribute) (langchain.retrievers.WeaviateHybridSearchRetriever.Config attribute) are_all_true_prompt (langchain.chains.LLMSummarizationCheckerChain attribute) aresults() (langchain.utilities.searx_search.SearxSearchWrapper method) (langchain.utilities.SearxSearchWrapper method) args (langchain.agents.Tool property) (langchain.tools.BaseTool property)
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(langchain.tools.BaseTool property) args_schema (langchain.tools.BaseTool attribute) arun() (langchain.serpapi.SerpAPIWrapper method) (langchain.tools.BaseTool method) (langchain.utilities.PowerBIDataset method) (langchain.utilities.searx_search.SearxSearchWrapper method) (langchain.utilities.SearxSearchWrapper method) (langchain.utilities.SerpAPIWrapper method) arxiv_exceptions (langchain.utilities.ArxivAPIWrapper attribute) as_retriever() (langchain.vectorstores.VectorStore method) asimilarity_search() (langchain.vectorstores.VectorStore method) asimilarity_search_by_vector() (langchain.vectorstores.VectorStore method) AtlasDB (class in langchain.vectorstores) atransform_documents() (langchain.document_transformers.EmbeddingsRedundantFilter method) (langchain.text_splitter.TextSplitter method) AutoGPT (class in langchain.experimental) AZLyricsLoader (class in langchain.document_loaders) AzureBlobStorageContainerLoader (class in langchain.document_loaders) AzureBlobStorageFileLoader (class in langchain.document_loaders) B BabyAGI (class in langchain.experimental) bad_words (langchain.llms.NLPCloud attribute) base_compressor (langchain.retrievers.ContextualCompressionRetriever attribute)
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base_embeddings (langchain.chains.HypotheticalDocumentEmbedder attribute) base_retriever (langchain.retrievers.ContextualCompressionRetriever attribute) base_url (langchain.document_loaders.BlackboardLoader attribute) (langchain.llms.AI21 attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.Writer attribute) (langchain.tools.APIOperation attribute) (langchain.tools.OpenAPISpec property) BashProcess (class in langchain.utilities) batch_size (langchain.llms.AzureOpenAI attribute) beam_search_diversity_rate (langchain.llms.Writer attribute) beam_width (langchain.llms.Writer attribute) bearer_token (langchain.retrievers.ChatGPTPluginRetriever attribute) best_of (langchain.llms.AlephAlpha attribute) (langchain.llms.AzureOpenAI attribute) BigQueryLoader (class in langchain.document_loaders) BiliBiliLoader (class in langchain.document_loaders) bing_search_url (langchain.utilities.BingSearchAPIWrapper attribute) bing_subscription_key (langchain.utilities.BingSearchAPIWrapper attribute) BlackboardLoader (class in langchain.document_loaders) BlockchainDocumentLoader (class in langchain.document_loaders) body_params (langchain.tools.APIOperation property) browser (langchain.document_loaders.SeleniumURLLoader attribute)
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browser (langchain.document_loaders.SeleniumURLLoader attribute) BSHTMLLoader (class in langchain.document_loaders) buffer (langchain.memory.ConversationBufferMemory property) (langchain.memory.ConversationBufferWindowMemory property) (langchain.memory.ConversationEntityMemory property) (langchain.memory.ConversationStringBufferMemory attribute) (langchain.memory.ConversationSummaryBufferMemory property) (langchain.memory.ConversationSummaryMemory attribute) (langchain.memory.ConversationTokenBufferMemory property) C cache_folder (langchain.embeddings.HuggingFaceEmbeddings attribute) (langchain.embeddings.HuggingFaceInstructEmbeddings attribute) call_actor() (langchain.utilities.ApifyWrapper method) callback_manager (langchain.agents.agent_toolkits.PowerBIToolkit attribute) (langchain.agents.MRKLChain attribute) (langchain.agents.ReActChain attribute) (langchain.agents.SelfAskWithSearchChain attribute) (langchain.chat_models.ChatAnthropic attribute) (langchain.tools.BaseTool attribute) captions_language (langchain.document_loaders.GoogleApiYoutubeLoader attribute) categories (langchain.utilities.searx_search.SearxSearchWrapper attribute) (langchain.utilities.SearxSearchWrapper attribute)
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(langchain.utilities.SearxSearchWrapper attribute) chain (langchain.chains.ConstitutionalChain attribute) chains (langchain.chains.SequentialChain attribute) (langchain.chains.SimpleSequentialChain attribute) channel_name (langchain.document_loaders.GoogleApiYoutubeLoader attribute) CharacterTextSplitter (class in langchain.text_splitter) CHAT_CONVERSATIONAL_REACT_DESCRIPTION (langchain.agents.AgentType attribute) chat_history_key (langchain.memory.ConversationEntityMemory attribute) CHAT_ZERO_SHOT_REACT_DESCRIPTION (langchain.agents.AgentType attribute) ChatGPTLoader (class in langchain.document_loaders) check_assertions_prompt (langchain.chains.LLMCheckerChain attribute) (langchain.chains.LLMSummarizationCheckerChain attribute) check_bs4() (langchain.document_loaders.BlackboardLoader method) Chroma (class in langchain.vectorstores) CHUNK_LEN (langchain.llms.RWKV attribute) chunk_size (langchain.embeddings.OpenAIEmbeddings attribute) clear() (langchain.experimental.GenerativeAgentMemory method) (langchain.memory.ChatMessageHistory method) (langchain.memory.CombinedMemory method) (langchain.memory.ConversationEntityMemory method)
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(langchain.memory.ConversationEntityMemory method) (langchain.memory.ConversationKGMemory method) (langchain.memory.ConversationStringBufferMemory method) (langchain.memory.ConversationSummaryBufferMemory method) (langchain.memory.ConversationSummaryMemory method) (langchain.memory.CosmosDBChatMessageHistory method) (langchain.memory.DynamoDBChatMessageHistory method) (langchain.memory.InMemoryEntityStore method) (langchain.memory.PostgresChatMessageHistory method) (langchain.memory.ReadOnlySharedMemory method) (langchain.memory.RedisChatMessageHistory method) (langchain.memory.RedisEntityStore method) (langchain.memory.SimpleMemory method) (langchain.memory.VectorStoreRetrieverMemory method) client (langchain.llms.Petals attribute) CollegeConfidentialLoader (class in langchain.document_loaders) column_map (langchain.vectorstores.MyScaleSettings attribute) combine_docs_chain (langchain.chains.AnalyzeDocumentChain attribute) combine_documents_chain (langchain.chains.MapReduceChain attribute) combine_embeddings() (langchain.chains.HypotheticalDocumentEmbedder method) completion_bias_exclusion_first_token_only (langchain.llms.AlephAlpha attribute)
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completion_with_retry() (langchain.chat_models.ChatOpenAI method) components (langchain.tools.OpenAPISpec attribute) compress_documents() (langchain.retrievers.document_compressors.DocumentCompressorPipeline method) (langchain.retrievers.document_compressors.EmbeddingsFilter method) (langchain.retrievers.document_compressors.LLMChainExtractor method) (langchain.retrievers.document_compressors.LLMChainFilter method) compress_to_size (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding attribute) ConfluenceLoader (class in langchain.document_loaders) CoNLLULoader (class in langchain.document_loaders) connect() (langchain.vectorstores.AnalyticDB method) connection_string_from_db_params() (langchain.vectorstores.AnalyticDB class method) constitutional_principles (langchain.chains.ConstitutionalChain attribute) construct() (langchain.llms.AI21 class method) (langchain.llms.AlephAlpha class method) (langchain.llms.Anthropic class method) (langchain.llms.AzureOpenAI class method) (langchain.llms.Banana class method) (langchain.llms.CerebriumAI class method) (langchain.llms.Cohere class method) (langchain.llms.DeepInfra class method) (langchain.llms.ForefrontAI class method) (langchain.llms.GooseAI class method)
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(langchain.llms.GooseAI class method) (langchain.llms.GPT4All class method) (langchain.llms.HuggingFaceEndpoint class method) (langchain.llms.HuggingFaceHub class method) (langchain.llms.HuggingFacePipeline class method) (langchain.llms.LlamaCpp class method) (langchain.llms.Modal class method) (langchain.llms.NLPCloud class method) (langchain.llms.OpenAI class method) (langchain.llms.OpenAIChat class method) (langchain.llms.Petals class method) (langchain.llms.PredictionGuard class method) (langchain.llms.PromptLayerOpenAI class method) (langchain.llms.PromptLayerOpenAIChat class method) (langchain.llms.Replicate class method) (langchain.llms.RWKV class method) (langchain.llms.SagemakerEndpoint class method) (langchain.llms.SelfHostedHuggingFaceLLM class method) (langchain.llms.SelfHostedPipeline class method) (langchain.llms.StochasticAI class method) (langchain.llms.Writer class method) content_handler (langchain.embeddings.SagemakerEndpointEmbeddings attribute) (langchain.llms.SagemakerEndpoint attribute) CONTENT_KEY (langchain.vectorstores.Qdrant attribute) contextual_control_threshold (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding attribute)
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(langchain.llms.AlephAlpha attribute) continue_on_failure (langchain.document_loaders.GoogleApiYoutubeLoader attribute) (langchain.document_loaders.PlaywrightURLLoader attribute) (langchain.document_loaders.SeleniumURLLoader attribute) control_log_additive (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding attribute) (langchain.llms.AlephAlpha attribute) CONVERSATIONAL_REACT_DESCRIPTION (langchain.agents.AgentType attribute) copy() (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method)
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(langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) coroutine (langchain.agents.Tool attribute) CosmosDBChatMessageHistory (class in langchain.memory) countPenalty (langchain.llms.AI21 attribute) create() (langchain.retrievers.ElasticSearchBM25Retriever class method) create_assertions_prompt (langchain.chains.LLMSummarizationCheckerChain attribute) create_collection() (langchain.vectorstores.AnalyticDB method) create_csv_agent() (in module langchain.agents) (in module langchain.agents.agent_toolkits) create_documents() (langchain.text_splitter.TextSplitter method) create_draft_answer_prompt (langchain.chains.LLMCheckerChain attribute) create_index() (langchain.vectorstores.AtlasDB method) create_json_agent() (in module langchain.agents)
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create_json_agent() (in module langchain.agents) (in module langchain.agents.agent_toolkits) create_llm_result() (langchain.llms.AzureOpenAI method) (langchain.llms.OpenAI method) (langchain.llms.PromptLayerOpenAI method) create_openapi_agent() (in module langchain.agents) (in module langchain.agents.agent_toolkits) create_outputs() (langchain.chains.LLMChain method) create_pandas_dataframe_agent() (in module langchain.agents) (in module langchain.agents.agent_toolkits) create_pbi_agent() (in module langchain.agents) (in module langchain.agents.agent_toolkits) create_pbi_chat_agent() (in module langchain.agents) (in module langchain.agents.agent_toolkits) create_prompt() (langchain.agents.Agent class method) (langchain.agents.ConversationalAgent class method) (langchain.agents.ConversationalChatAgent class method) (langchain.agents.ReActTextWorldAgent class method) (langchain.agents.ZeroShotAgent class method) create_python_agent() (in module langchain.agents.agent_toolkits) create_sql_agent() (in module langchain.agents) (in module langchain.agents.agent_toolkits) create_tables_if_not_exists() (langchain.vectorstores.AnalyticDB method)
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create_vectorstore_agent() (in module langchain.agents) (in module langchain.agents.agent_toolkits) create_vectorstore_router_agent() (in module langchain.agents) (in module langchain.agents.agent_toolkits) credential (langchain.utilities.PowerBIDataset attribute) credentials_path (langchain.document_loaders.GoogleApiClient attribute) (langchain.document_loaders.GoogleDriveLoader attribute) credentials_profile_name (langchain.embeddings.SagemakerEndpointEmbeddings attribute) (langchain.llms.SagemakerEndpoint attribute) critique_chain (langchain.chains.ConstitutionalChain attribute) CSVLoader (class in langchain.document_loaders) current_plan (langchain.experimental.GenerativeAgentMemory attribute) D daily_summaries (langchain.experimental.GenerativeAgent attribute) database (langchain.chains.SQLDatabaseChain attribute) (langchain.vectorstores.MyScaleSettings attribute) DataberryRetriever (class in langchain.retrievers) DataFrameLoader (class in langchain.document_loaders) dataset_id (langchain.document_loaders.ApifyDatasetLoader attribute) (langchain.utilities.PowerBIDataset attribute) dataset_mapping_function (langchain.document_loaders.ApifyDatasetLoader attribute) datastore_url (langchain.retrievers.DataberryRetriever attribute)
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datastore_url (langchain.retrievers.DataberryRetriever attribute) db (langchain.agents.agent_toolkits.SQLDatabaseToolkit attribute) decay_rate (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) decider_chain (langchain.chains.SQLDatabaseSequentialChain attribute) DeepLake (class in langchain.vectorstores) default_output_key (langchain.output_parsers.RegexParser attribute) default_parser (langchain.document_loaders.WebBaseLoader attribute) default_request_timeout (langchain.llms.Anthropic attribute) default_salience (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) delete() (langchain.memory.InMemoryEntityStore method) (langchain.memory.RedisEntityStore method) (langchain.utilities.TextRequestsWrapper method) (langchain.vectorstores.DeepLake method) delete_collection() (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Chroma method) delete_dataset() (langchain.vectorstores.DeepLake method) deployment_name (langchain.chat_models.AzureChatOpenAI attribute) (langchain.llms.AzureOpenAI attribute) description (langchain.agents.agent_toolkits.VectorStoreInfo attribute) (langchain.agents.Tool attribute) (langchain.output_parsers.ResponseSchema attribute)
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(langchain.output_parsers.ResponseSchema attribute) (langchain.tools.APIOperation attribute) (langchain.tools.BaseTool attribute) deserialize_json_input() (langchain.chains.OpenAPIEndpointChain method) device (langchain.llms.SelfHostedHuggingFaceLLM attribute) dialect (langchain.agents.agent_toolkits.SQLDatabaseToolkit property) dict() (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method)
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(langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) (langchain.prompts.BasePromptTemplate method) (langchain.prompts.FewShotPromptTemplate method) (langchain.prompts.FewShotPromptWithTemplates method) DiffbotLoader (class in langchain.document_loaders) DirectoryLoader (class in langchain.document_loaders) disallowed_special (langchain.llms.AzureOpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.PromptLayerOpenAIChat attribute) DiscordChatLoader (class in langchain.document_loaders) do_sample (langchain.llms.NLPCloud attribute) (langchain.llms.Petals attribute) docs (langchain.retrievers.TFIDFRetriever attribute) document_ids (langchain.document_loaders.GoogleDriveLoader attribute) download() (langchain.document_loaders.BlackboardLoader method)
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download() (langchain.document_loaders.BlackboardLoader method) drop() (langchain.vectorstores.MyScale method) drop_tables() (langchain.vectorstores.AnalyticDB method) DuckDBLoader (class in langchain.document_loaders) DynamoDBChatMessageHistory (class in langchain.memory) E early_stopping (langchain.llms.NLPCloud attribute) early_stopping_method (langchain.agents.AgentExecutor attribute) (langchain.agents.MRKLChain attribute) (langchain.agents.ReActChain attribute) (langchain.agents.SelfAskWithSearchChain attribute) echo (langchain.llms.AlephAlpha attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) ElasticSearchBM25Retriever (class in langchain.retrievers) ElasticVectorSearch (class in langchain.vectorstores) embed_documents() (langchain.chains.HypotheticalDocumentEmbedder method) (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding method) (langchain.embeddings.AlephAlphaSymmetricSemanticEmbedding method) (langchain.embeddings.CohereEmbeddings method) (langchain.embeddings.FakeEmbeddings method) (langchain.embeddings.HuggingFaceEmbeddings method) (langchain.embeddings.HuggingFaceHubEmbeddings method)
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(langchain.embeddings.HuggingFaceHubEmbeddings method) (langchain.embeddings.HuggingFaceInstructEmbeddings method) (langchain.embeddings.LlamaCppEmbeddings method) (langchain.embeddings.OpenAIEmbeddings method) (langchain.embeddings.SagemakerEndpointEmbeddings method) (langchain.embeddings.SelfHostedEmbeddings method) (langchain.embeddings.SelfHostedHuggingFaceInstructEmbeddings method) (langchain.embeddings.TensorflowHubEmbeddings method) embed_instruction (langchain.embeddings.HuggingFaceInstructEmbeddings attribute) (langchain.embeddings.SelfHostedHuggingFaceInstructEmbeddings attribute) embed_query() (langchain.chains.HypotheticalDocumentEmbedder method) (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding method) (langchain.embeddings.AlephAlphaSymmetricSemanticEmbedding method) (langchain.embeddings.CohereEmbeddings method) (langchain.embeddings.FakeEmbeddings method) (langchain.embeddings.HuggingFaceEmbeddings method) (langchain.embeddings.HuggingFaceHubEmbeddings method) (langchain.embeddings.HuggingFaceInstructEmbeddings method) (langchain.embeddings.LlamaCppEmbeddings method) (langchain.embeddings.OpenAIEmbeddings method)
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(langchain.embeddings.OpenAIEmbeddings method) (langchain.embeddings.SagemakerEndpointEmbeddings method) (langchain.embeddings.SelfHostedEmbeddings method) (langchain.embeddings.SelfHostedHuggingFaceInstructEmbeddings method) (langchain.embeddings.TensorflowHubEmbeddings method) embedding (langchain.llms.GPT4All attribute) embeddings (langchain.document_transformers.EmbeddingsRedundantFilter attribute) (langchain.retrievers.document_compressors.EmbeddingsFilter attribute) (langchain.retrievers.PineconeHybridSearchRetriever attribute) (langchain.retrievers.SVMRetriever attribute) endpoint_kwargs (langchain.embeddings.SagemakerEndpointEmbeddings attribute) (langchain.llms.SagemakerEndpoint attribute) endpoint_name (langchain.embeddings.SagemakerEndpointEmbeddings attribute) (langchain.llms.SagemakerEndpoint attribute) endpoint_url (langchain.llms.CerebriumAI attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.HuggingFaceEndpoint attribute) (langchain.llms.Modal attribute) engines (langchain.utilities.searx_search.SearxSearchWrapper attribute) (langchain.utilities.SearxSearchWrapper attribute)
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(langchain.utilities.SearxSearchWrapper attribute) entity_cache (langchain.memory.ConversationEntityMemory attribute) entity_extraction_chain (langchain.chains.GraphQAChain attribute) entity_extraction_prompt (langchain.memory.ConversationEntityMemory attribute) (langchain.memory.ConversationKGMemory attribute) entity_store (langchain.memory.ConversationEntityMemory attribute) entity_summarization_prompt (langchain.memory.ConversationEntityMemory attribute) error (langchain.chains.OpenAIModerationChain attribute) escape_str() (langchain.vectorstores.MyScale method) EverNoteLoader (class in langchain.document_loaders) example_keys (langchain.prompts.example_selector.SemanticSimilarityExampleSelector attribute) example_prompt (langchain.prompts.example_selector.LengthBasedExampleSelector attribute) (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) example_selector (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) example_separator (langchain.prompts.FewShotPromptTemplate attribute)
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(langchain.prompts.FewShotPromptWithTemplates attribute) examples (langchain.agents.agent_toolkits.PowerBIToolkit attribute) (langchain.prompts.example_selector.LengthBasedExampleSelector attribute) (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) executable_path (langchain.document_loaders.SeleniumURLLoader attribute) execute_task() (langchain.experimental.BabyAGI method) exists() (langchain.memory.InMemoryEntityStore method) (langchain.memory.RedisEntityStore method) externalDocs (langchain.tools.OpenAPISpec attribute) extra (langchain.retrievers.WeaviateHybridSearchRetriever.Config attribute) F f16_kv (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) FacebookChatLoader (class in langchain.document_loaders) FAISS (class in langchain.vectorstores) fetch_all() (langchain.document_loaders.WebBaseLoader method) fetch_formatted_page_summary() (langchain.utilities.WikipediaAPIWrapper method) fetch_k (langchain.prompts.example_selector.MaxMarginalRelevanceExampleSelector attribute)
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fetch_memories() (langchain.experimental.GenerativeAgentMemory method) fetch_place_details() (langchain.utilities.GooglePlacesAPIWrapper method) file_ids (langchain.document_loaders.GoogleDriveLoader attribute) file_path (langchain.document_loaders.OnlinePDFLoader attribute) (langchain.document_loaders.PDFMinerLoader attribute) (langchain.document_loaders.PDFMinerPDFasHTMLLoader attribute) (langchain.document_loaders.PyMuPDFLoader attribute) (langchain.document_loaders.PyPDFLoader attribute) filter (langchain.retrievers.ChatGPTPluginRetriever attribute) folder_id (langchain.document_loaders.GoogleDriveLoader attribute) folder_path (langchain.document_loaders.BlackboardLoader attribute) force_delete_by_path() (langchain.vectorstores.DeepLake class method) format() (langchain.prompts.BaseChatPromptTemplate method) (langchain.prompts.BasePromptTemplate method) (langchain.prompts.ChatPromptTemplate method) (langchain.prompts.FewShotPromptTemplate method) (langchain.prompts.FewShotPromptWithTemplates method) (langchain.prompts.PromptTemplate method) format_messages() (langchain.prompts.BaseChatPromptTemplate method) (langchain.prompts.ChatPromptTemplate method)
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(langchain.prompts.ChatPromptTemplate method) (langchain.prompts.MessagesPlaceholder method) format_place_details() (langchain.utilities.GooglePlacesAPIWrapper method) format_prompt() (langchain.prompts.BaseChatPromptTemplate method) (langchain.prompts.BasePromptTemplate method) (langchain.prompts.StringPromptTemplate method) frequency_penalty (langchain.llms.AlephAlpha attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Cohere attribute) (langchain.llms.GooseAI attribute) frequencyPenalty (langchain.llms.AI21 attribute) from_agent_and_tools() (langchain.agents.AgentExecutor class method) from_api_operation() (langchain.chains.OpenAPIEndpointChain class method) from_bearer_token() (langchain.document_loaders.TwitterTweetLoader class method) from_chains() (langchain.agents.MRKLChain class method) from_colored_object_prompt() (langchain.chains.PALChain class method) from_documents() (langchain.vectorstores.AnalyticDB class method) (langchain.vectorstores.AtlasDB class method) (langchain.vectorstores.Chroma class method) (langchain.vectorstores.VectorStore class method) from_embeddings() (langchain.vectorstores.Annoy class method)
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(langchain.vectorstores.FAISS class method) from_examples() (langchain.prompts.example_selector.MaxMarginalRelevanceExampleSelector class method) (langchain.prompts.example_selector.SemanticSimilarityExampleSelector class method) (langchain.prompts.PromptTemplate class method) from_existing_index() (langchain.vectorstores.Pinecone class method) from_file() (langchain.prompts.PromptTemplate class method) (langchain.tools.OpenAPISpec class method) from_huggingface_tokenizer() (langchain.text_splitter.TextSplitter class method) from_jira_api_wrapper() (langchain.agents.agent_toolkits.JiraToolkit class method) from_llm() (langchain.agents.agent_toolkits.OpenAPIToolkit class method) (langchain.chains.ChatVectorDBChain class method) (langchain.chains.ConstitutionalChain class method) (langchain.chains.ConversationalRetrievalChain class method) (langchain.chains.GraphQAChain class method) (langchain.chains.HypotheticalDocumentEmbedder class method) (langchain.chains.QAGenerationChain class method) (langchain.chains.SQLDatabaseSequentialChain class method) (langchain.experimental.BabyAGI class method) (langchain.output_parsers.OutputFixingParser class method)
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(langchain.output_parsers.RetryOutputParser class method) (langchain.output_parsers.RetryWithErrorOutputParser class method) (langchain.retrievers.document_compressors.LLMChainExtractor class method) (langchain.retrievers.document_compressors.LLMChainFilter class method) from_llm_and_ai_plugin() (langchain.agents.agent_toolkits.NLAToolkit class method) from_llm_and_ai_plugin_url() (langchain.agents.agent_toolkits.NLAToolkit class method) from_llm_and_api_docs() (langchain.chains.APIChain class method) from_llm_and_spec() (langchain.agents.agent_toolkits.NLAToolkit class method) from_llm_and_tools() (langchain.agents.Agent class method) (langchain.agents.BaseSingleActionAgent class method) (langchain.agents.ConversationalAgent class method) (langchain.agents.ConversationalChatAgent class method) (langchain.agents.ZeroShotAgent class method) from_llm_and_url() (langchain.agents.agent_toolkits.NLAToolkit class method) from_math_prompt() (langchain.chains.PALChain class method) from_model_id() (langchain.llms.HuggingFacePipeline class method) from_openapi_spec() (langchain.tools.APIOperation class method)
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from_openapi_url() (langchain.tools.APIOperation class method) from_params() (langchain.chains.MapReduceChain class method) from_pipeline() (langchain.llms.SelfHostedHuggingFaceLLM class method) (langchain.llms.SelfHostedPipeline class method) from_plugin_url() (langchain.tools.AIPluginTool class method) from_rail() (langchain.output_parsers.GuardrailsOutputParser class method) from_rail_string() (langchain.output_parsers.GuardrailsOutputParser class method) from_response_schemas() (langchain.output_parsers.StructuredOutputParser class method) from_secrets() (langchain.document_loaders.TwitterTweetLoader class method) from_spec_dict() (langchain.tools.OpenAPISpec class method) from_string() (langchain.chains.LLMChain class method) from_template() (langchain.prompts.PromptTemplate class method) from_text() (langchain.tools.OpenAPISpec class method) from_texts() (langchain.retrievers.SVMRetriever class method) (langchain.retrievers.TFIDFRetriever class method) (langchain.vectorstores.AnalyticDB class method) (langchain.vectorstores.Annoy class method) (langchain.vectorstores.AtlasDB class method) (langchain.vectorstores.Chroma class method)
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(langchain.vectorstores.Chroma class method) (langchain.vectorstores.DeepLake class method) (langchain.vectorstores.ElasticVectorSearch class method) (langchain.vectorstores.FAISS class method) (langchain.vectorstores.Milvus class method) (langchain.vectorstores.MyScale class method) (langchain.vectorstores.OpenSearchVectorSearch class method) (langchain.vectorstores.Pinecone class method) (langchain.vectorstores.Qdrant class method) (langchain.vectorstores.SupabaseVectorStore class method) (langchain.vectorstores.VectorStore class method) (langchain.vectorstores.Weaviate class method) (langchain.vectorstores.Zilliz class method) from_tiktoken_encoder() (langchain.text_splitter.TextSplitter class method) from_url() (langchain.tools.OpenAPISpec class method) from_url_and_method() (langchain.chains.OpenAPIEndpointChain class method) from_youtube_url() (langchain.document_loaders.YoutubeLoader class method) from_zapier_nla_wrapper() (langchain.agents.agent_toolkits.ZapierToolkit class method) FRONT_MATTER_REGEX (langchain.document_loaders.ObsidianLoader attribute) full_key_prefix (langchain.memory.RedisEntityStore property) func (langchain.agents.Tool attribute) G GCSDirectoryLoader (class in langchain.document_loaders)
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G GCSDirectoryLoader (class in langchain.document_loaders) GCSFileLoader (class in langchain.document_loaders) generate() (langchain.chains.LLMChain method) (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method)
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(langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) generate_dialogue_response() (langchain.experimental.GenerativeAgent method) generate_prompt() (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method)
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(langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) generate_reaction() (langchain.experimental.GenerativeAgent method) GenerativeAgent (class in langchain.experimental) GenerativeAgentMemory (class in langchain.experimental) get() (langchain.memory.InMemoryEntityStore method) (langchain.memory.RedisEntityStore method) (langchain.utilities.TextRequestsWrapper method) get_all_tool_names() (in module langchain.agents) get_allowed_tools() (langchain.agents.Agent method) (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) get_answer_expr (langchain.chains.PALChain attribute) get_cleaned_operation_id() (langchain.tools.OpenAPISpec static method) get_collection() (langchain.vectorstores.AnalyticDB method) get_connection_string() (langchain.vectorstores.AnalyticDB class method)
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(langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) get_num_tokens_from_messages() (langchain.chat_models.ChatOpenAI method)
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(langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method)
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(langchain.llms.Writer method) get_operation() (langchain.tools.OpenAPISpec method) get_parameters_for_operation() (langchain.tools.OpenAPISpec method) get_params() (langchain.serpapi.SerpAPIWrapper method) (langchain.utilities.SerpAPIWrapper method) get_principles() (langchain.chains.ConstitutionalChain class method) get_referenced_schema() (langchain.tools.OpenAPISpec method) get_relevant_documents() (langchain.retrievers.ChatGPTPluginRetriever method) (langchain.retrievers.ContextualCompressionRetriever method) (langchain.retrievers.DataberryRetriever method) (langchain.retrievers.ElasticSearchBM25Retriever method) (langchain.retrievers.MetalRetriever method) (langchain.retrievers.PineconeHybridSearchRetriever method) (langchain.retrievers.RemoteLangChainRetriever method) (langchain.retrievers.SVMRetriever method) (langchain.retrievers.TFIDFRetriever method) (langchain.retrievers.TimeWeightedVectorStoreRetriever method) (langchain.retrievers.WeaviateHybridSearchRetriever method) get_request_body_for_operation() (langchain.tools.OpenAPISpec method) get_salient_docs() (langchain.retrievers.TimeWeightedVectorStoreRetriever method)
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get_schemas() (langchain.utilities.PowerBIDataset method) get_stateful_documents() (in module langchain.document_transformers) get_sub_prompts() (langchain.llms.AzureOpenAI method) (langchain.llms.OpenAI method) (langchain.llms.PromptLayerOpenAI method) get_summary() (langchain.experimental.GenerativeAgent method) get_table_info() (langchain.utilities.PowerBIDataset method) get_table_names() (langchain.utilities.PowerBIDataset method) get_text_length (langchain.prompts.example_selector.LengthBasedExampleSelector attribute) get_tools() (langchain.agents.agent_toolkits.JiraToolkit method) (langchain.agents.agent_toolkits.JsonToolkit method) (langchain.agents.agent_toolkits.NLAToolkit method) (langchain.agents.agent_toolkits.OpenAPIToolkit method) (langchain.agents.agent_toolkits.PowerBIToolkit method) (langchain.agents.agent_toolkits.SQLDatabaseToolkit method) (langchain.agents.agent_toolkits.VectorStoreRouterToolkit method) (langchain.agents.agent_toolkits.VectorStoreToolkit method) (langchain.agents.agent_toolkits.ZapierToolkit method) GitbookLoader (class in langchain.document_loaders) GitLoader (class in langchain.document_loaders)
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GitLoader (class in langchain.document_loaders) gl (langchain.utilities.GoogleSerperAPIWrapper attribute) globals (langchain.python.PythonREPL attribute) (langchain.utilities.PythonREPL attribute) google_api_client (langchain.document_loaders.GoogleApiYoutubeLoader attribute) google_api_key (langchain.utilities.GoogleSearchAPIWrapper attribute) google_cse_id (langchain.utilities.GoogleSearchAPIWrapper attribute) GoogleApiClient (class in langchain.document_loaders) GoogleApiYoutubeLoader (class in langchain.document_loaders) gplaces_api_key (langchain.utilities.GooglePlacesAPIWrapper attribute) graph (langchain.chains.GraphQAChain attribute) group_id (langchain.utilities.PowerBIDataset attribute) guard (langchain.output_parsers.GuardrailsOutputParser attribute) GutenbergLoader (class in langchain.document_loaders) H hardware (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) headers (langchain.retrievers.RemoteLangChainRetriever attribute) (langchain.utilities.PowerBIDataset property) (langchain.utilities.searx_search.SearxSearchWrapper attribute) (langchain.utilities.SearxSearchWrapper attribute)
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(langchain.utilities.SearxSearchWrapper attribute) (langchain.utilities.TextRequestsWrapper attribute) headless (langchain.document_loaders.PlaywrightURLLoader attribute) (langchain.document_loaders.SeleniumURLLoader attribute) hl (langchain.utilities.GoogleSerperAPIWrapper attribute) HNLoader (class in langchain.document_loaders) host (langchain.vectorstores.MyScaleSettings attribute) hosting (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding attribute) HuggingFaceDatasetLoader (class in langchain.document_loaders) human_prefix (langchain.memory.ConversationBufferMemory attribute) (langchain.memory.ConversationBufferWindowMemory attribute) (langchain.memory.ConversationEntityMemory attribute) (langchain.memory.ConversationKGMemory attribute) (langchain.memory.ConversationStringBufferMemory attribute) (langchain.memory.ConversationTokenBufferMemory attribute) I IFixitLoader (class in langchain.document_loaders) ImageCaptionLoader (class in langchain.document_loaders) impersonated_user_name (langchain.utilities.PowerBIDataset attribute) importance_weight (langchain.experimental.GenerativeAgentMemory attribute) IMSDbLoader (class in langchain.document_loaders) index (langchain.retrievers.PineconeHybridSearchRetriever attribute)
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(langchain.retrievers.SVMRetriever attribute) index_param (langchain.vectorstores.MyScaleSettings attribute) index_type (langchain.vectorstores.MyScaleSettings attribute) inference_fn (langchain.embeddings.SelfHostedEmbeddings attribute) (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) inference_kwargs (langchain.embeddings.SelfHostedEmbeddings attribute) info (langchain.tools.OpenAPISpec attribute) initialize_agent() (in module langchain.agents) InMemoryDocstore (class in langchain.docstore) InMemoryEntityStore (class in langchain.memory) input_key (langchain.chains.QAGenerationChain attribute) (langchain.memory.ConversationStringBufferMemory attribute) (langchain.memory.VectorStoreRetrieverMemory attribute) (langchain.retrievers.RemoteLangChainRetriever attribute) input_keys (langchain.chains.ConstitutionalChain property) (langchain.chains.ConversationChain property) (langchain.chains.HypotheticalDocumentEmbedder property) (langchain.chains.QAGenerationChain property) (langchain.experimental.BabyAGI property)
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(langchain.experimental.BabyAGI property) (langchain.prompts.example_selector.SemanticSimilarityExampleSelector attribute) input_variables (langchain.chains.SequentialChain attribute) (langchain.chains.TransformChain attribute) (langchain.prompts.BasePromptTemplate attribute) (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) (langchain.prompts.MessagesPlaceholder property) (langchain.prompts.PromptTemplate attribute) J json() (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method)
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(langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) json_agent (langchain.agents.agent_toolkits.OpenAPIToolkit attribute) jsonSchemaDialect (langchain.tools.OpenAPISpec attribute) K k (langchain.chains.QAGenerationChain attribute) (langchain.chains.VectorDBQA attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) (langchain.llms.Cohere attribute) (langchain.memory.ConversationBufferWindowMemory attribute) (langchain.memory.ConversationEntityMemory attribute) (langchain.memory.ConversationKGMemory attribute) (langchain.prompts.example_selector.SemanticSimilarityExampleSelector attribute)
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(langchain.retrievers.document_compressors.EmbeddingsFilter attribute) (langchain.retrievers.SVMRetriever attribute) (langchain.retrievers.TFIDFRetriever attribute) (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) (langchain.utilities.BingSearchAPIWrapper attribute) (langchain.utilities.GoogleSearchAPIWrapper attribute) (langchain.utilities.GoogleSerperAPIWrapper attribute) (langchain.utilities.searx_search.SearxSearchWrapper attribute) (langchain.utilities.SearxSearchWrapper attribute) key (langchain.memory.RedisChatMessageHistory property) key_prefix (langchain.memory.RedisEntityStore attribute) kg (langchain.memory.ConversationKGMemory attribute) knowledge_extraction_prompt (langchain.memory.ConversationKGMemory attribute) L lang (langchain.utilities.WikipediaAPIWrapper attribute) langchain.agents module langchain.agents.agent_toolkits module langchain.chains module langchain.chat_models module langchain.docstore module langchain.document_loaders module langchain.document_transformers module langchain.embeddings module langchain.llms module langchain.memory module langchain.output_parsers module langchain.prompts module langchain.prompts.example_selector module langchain.python module langchain.retrievers module langchain.retrievers.document_compressors module
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langchain.retrievers module langchain.retrievers.document_compressors module langchain.serpapi module langchain.text_splitter module langchain.tools module langchain.utilities module langchain.utilities.searx_search module langchain.vectorstores module last_n_tokens_size (langchain.llms.LlamaCpp attribute) last_refreshed (langchain.experimental.GenerativeAgent attribute) LatexTextSplitter (class in langchain.text_splitter) length (langchain.llms.ForefrontAI attribute) (langchain.llms.Writer attribute) length_no_input (langchain.llms.NLPCloud attribute) length_penalty (langchain.llms.NLPCloud attribute) length_pentaly (langchain.llms.Writer attribute) list_assertions_prompt (langchain.chains.LLMCheckerChain attribute) llm (langchain.agents.agent_toolkits.PowerBIToolkit attribute) (langchain.agents.agent_toolkits.SQLDatabaseToolkit attribute) (langchain.agents.agent_toolkits.VectorStoreRouterToolkit attribute) (langchain.agents.agent_toolkits.VectorStoreToolkit attribute) (langchain.chains.LLMBashChain attribute) (langchain.chains.LLMChain attribute) (langchain.chains.LLMCheckerChain attribute) (langchain.chains.LLMMathChain attribute) (langchain.chains.LLMSummarizationCheckerChain attribute)
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(langchain.chains.LLMSummarizationCheckerChain attribute) (langchain.chains.PALChain attribute) (langchain.chains.SQLDatabaseChain attribute) (langchain.experimental.GenerativeAgent attribute) (langchain.experimental.GenerativeAgentMemory attribute) (langchain.memory.ConversationEntityMemory attribute) (langchain.memory.ConversationKGMemory attribute) (langchain.memory.ConversationTokenBufferMemory attribute) llm_chain (langchain.agents.Agent attribute) (langchain.agents.LLMSingleActionAgent attribute) (langchain.chains.HypotheticalDocumentEmbedder attribute) (langchain.chains.LLMRequestsChain attribute) (langchain.chains.QAGenerationChain attribute) (langchain.retrievers.document_compressors.LLMChainExtractor attribute) (langchain.retrievers.document_compressors.LLMChainFilter attribute) llm_prefix (langchain.agents.Agent property) (langchain.agents.ConversationalAgent property) (langchain.agents.ConversationalChatAgent property) (langchain.agents.ZeroShotAgent property) load() (langchain.document_loaders.AirbyteJSONLoader method) (langchain.document_loaders.ApifyDatasetLoader method) (langchain.document_loaders.AZLyricsLoader method)
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(langchain.document_loaders.AZLyricsLoader method) (langchain.document_loaders.AzureBlobStorageContainerLoader method) (langchain.document_loaders.AzureBlobStorageFileLoader method) (langchain.document_loaders.BigQueryLoader method) (langchain.document_loaders.BiliBiliLoader method) (langchain.document_loaders.BlackboardLoader method) (langchain.document_loaders.BlockchainDocumentLoader method) (langchain.document_loaders.BSHTMLLoader method) (langchain.document_loaders.ChatGPTLoader method) (langchain.document_loaders.CollegeConfidentialLoader method) (langchain.document_loaders.ConfluenceLoader method) (langchain.document_loaders.CoNLLULoader method) (langchain.document_loaders.CSVLoader method) (langchain.document_loaders.DataFrameLoader method) (langchain.document_loaders.DiffbotLoader method) (langchain.document_loaders.DirectoryLoader method) (langchain.document_loaders.DiscordChatLoader method) (langchain.document_loaders.DuckDBLoader method) (langchain.document_loaders.EverNoteLoader method) (langchain.document_loaders.FacebookChatLoader method) (langchain.document_loaders.GCSDirectoryLoader method) (langchain.document_loaders.GCSFileLoader method) (langchain.document_loaders.GitbookLoader method) (langchain.document_loaders.GitLoader method)
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(langchain.document_loaders.GitLoader method) (langchain.document_loaders.GoogleApiYoutubeLoader method) (langchain.document_loaders.GoogleDriveLoader method) (langchain.document_loaders.GutenbergLoader method) (langchain.document_loaders.HNLoader method) (langchain.document_loaders.HuggingFaceDatasetLoader method) (langchain.document_loaders.IFixitLoader method) (langchain.document_loaders.ImageCaptionLoader method) (langchain.document_loaders.IMSDbLoader method) (langchain.document_loaders.NotebookLoader method) (langchain.document_loaders.NotionDBLoader method) (langchain.document_loaders.NotionDirectoryLoader method) (langchain.document_loaders.ObsidianLoader method) (langchain.document_loaders.OnlinePDFLoader method) (langchain.document_loaders.OutlookMessageLoader method) (langchain.document_loaders.PDFMinerLoader method) (langchain.document_loaders.PDFMinerPDFasHTMLLoader method) (langchain.document_loaders.PlaywrightURLLoader method) (langchain.document_loaders.PyMuPDFLoader method) (langchain.document_loaders.PyPDFLoader method) (langchain.document_loaders.ReadTheDocsLoader method) (langchain.document_loaders.RoamLoader method) (langchain.document_loaders.S3DirectoryLoader method) (langchain.document_loaders.S3FileLoader method)
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(langchain.document_loaders.S3FileLoader method) (langchain.document_loaders.SeleniumURLLoader method) (langchain.document_loaders.SitemapLoader method) (langchain.document_loaders.SlackDirectoryLoader method) (langchain.document_loaders.SRTLoader method) (langchain.document_loaders.TelegramChatLoader method) (langchain.document_loaders.TextLoader method) (langchain.document_loaders.TwitterTweetLoader method) (langchain.document_loaders.UnstructuredURLLoader method) (langchain.document_loaders.WebBaseLoader method) (langchain.document_loaders.WhatsAppChatLoader method) (langchain.document_loaders.YoutubeLoader method) load_agent() (in module langchain.agents) load_all_recursively (langchain.document_loaders.BlackboardLoader attribute) load_chain() (in module langchain.chains) load_comments() (langchain.document_loaders.HNLoader method) load_device() (langchain.document_loaders.IFixitLoader method) load_fn_kwargs (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) load_guide() (langchain.document_loaders.IFixitLoader method) load_local() (langchain.vectorstores.Annoy class method)
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load_local() (langchain.vectorstores.Annoy class method) (langchain.vectorstores.FAISS class method) load_memory_variables() (langchain.experimental.GenerativeAgentMemory method) (langchain.memory.CombinedMemory method) (langchain.memory.ConversationBufferMemory method) (langchain.memory.ConversationBufferWindowMemory method) (langchain.memory.ConversationEntityMemory method) (langchain.memory.ConversationKGMemory method) (langchain.memory.ConversationStringBufferMemory method) (langchain.memory.ConversationSummaryBufferMemory method) (langchain.memory.ConversationSummaryMemory method) (langchain.memory.ConversationTokenBufferMemory method) (langchain.memory.ReadOnlySharedMemory method) (langchain.memory.SimpleMemory method) (langchain.memory.VectorStoreRetrieverMemory method) load_messages() (langchain.memory.CosmosDBChatMessageHistory method) load_page() (langchain.document_loaders.NotionDBLoader method) load_prompt() (in module langchain.prompts) load_questions_and_answers() (langchain.document_loaders.IFixitLoader method) load_results() (langchain.document_loaders.HNLoader method)
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load_suggestions() (langchain.document_loaders.IFixitLoader static method) load_tools() (in module langchain.agents) locals (langchain.python.PythonREPL attribute) (langchain.utilities.PythonREPL attribute) log_probs (langchain.llms.AlephAlpha attribute) logit_bias (langchain.llms.AlephAlpha attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.GooseAI attribute) logitBias (langchain.llms.AI21 attribute) logits_all (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) logprobs (langchain.llms.LlamaCpp attribute) (langchain.llms.Writer attribute) lookup_tool() (langchain.agents.AgentExecutor method) lora_base (langchain.llms.LlamaCpp attribute) lora_path (langchain.llms.LlamaCpp attribute) M MarkdownTextSplitter (class in langchain.text_splitter) max_checks (langchain.chains.LLMSummarizationCheckerChain attribute) max_execution_time (langchain.agents.AgentExecutor attribute) (langchain.agents.MRKLChain attribute) (langchain.agents.ReActChain attribute) (langchain.agents.SelfAskWithSearchChain attribute)
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(langchain.agents.SelfAskWithSearchChain attribute) max_iterations (langchain.agents.AgentExecutor attribute) (langchain.agents.MRKLChain attribute) (langchain.agents.ReActChain attribute) (langchain.agents.SelfAskWithSearchChain attribute) max_length (langchain.llms.NLPCloud attribute) (langchain.llms.Petals attribute) (langchain.prompts.example_selector.LengthBasedExampleSelector attribute) max_marginal_relevance_search() (langchain.vectorstores.Annoy method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.Qdrant method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) (langchain.vectorstores.Weaviate method) max_marginal_relevance_search_by_vector() (langchain.vectorstores.Annoy method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) (langchain.vectorstores.Weaviate method)
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(langchain.vectorstores.Weaviate method) max_new_tokens (langchain.llms.Petals attribute) max_retries (langchain.chat_models.ChatOpenAI attribute) (langchain.embeddings.OpenAIEmbeddings attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.PromptLayerOpenAIChat attribute) max_token_limit (langchain.memory.ConversationSummaryBufferMemory attribute) (langchain.memory.ConversationTokenBufferMemory attribute) max_tokens (langchain.chat_models.ChatOpenAI attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Cohere attribute) (langchain.llms.GooseAI attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.PredictionGuard attribute) max_tokens_for_prompt() (langchain.llms.AzureOpenAI method) (langchain.llms.OpenAI method) (langchain.llms.PromptLayerOpenAI method) max_tokens_limit (langchain.chains.ConversationalRetrievalChain attribute) (langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) max_tokens_per_generation (langchain.llms.RWKV attribute)
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max_tokens_to_sample (langchain.llms.Anthropic attribute) maximum_tokens (langchain.llms.AlephAlpha attribute) maxTokens (langchain.llms.AI21 attribute) memories (langchain.memory.CombinedMemory attribute) (langchain.memory.SimpleMemory attribute) memory (langchain.agents.MRKLChain attribute) (langchain.agents.ReActChain attribute) (langchain.agents.SelfAskWithSearchChain attribute) (langchain.chains.ConversationChain attribute) (langchain.experimental.GenerativeAgent attribute) (langchain.memory.ReadOnlySharedMemory attribute) memory_key (langchain.memory.ConversationSummaryBufferMemory attribute) (langchain.memory.ConversationTokenBufferMemory attribute) (langchain.memory.VectorStoreRetrieverMemory attribute) memory_retriever (langchain.experimental.GenerativeAgentMemory attribute) memory_stream (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) memory_variables (langchain.experimental.GenerativeAgentMemory property) (langchain.memory.CombinedMemory property) (langchain.memory.ConversationStringBufferMemory property) (langchain.memory.ReadOnlySharedMemory property) (langchain.memory.SimpleMemory property) (langchain.memory.VectorStoreRetrieverMemory property)
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(langchain.memory.VectorStoreRetrieverMemory property) merge_from() (langchain.vectorstores.FAISS method) messages (langchain.memory.ChatMessageHistory attribute) (langchain.memory.CosmosDBChatMessageHistory attribute) (langchain.memory.DynamoDBChatMessageHistory property) (langchain.memory.PostgresChatMessageHistory property) (langchain.memory.RedisChatMessageHistory property) metadata_column (langchain.vectorstores.MyScale property) metadata_key (langchain.retrievers.RemoteLangChainRetriever attribute) METADATA_KEY (langchain.vectorstores.Qdrant attribute) MetalRetriever (class in langchain.retrievers) method (langchain.tools.APIOperation attribute) metric (langchain.vectorstores.MyScaleSettings attribute) Milvus (class in langchain.vectorstores) min_length (langchain.llms.NLPCloud attribute) min_tokens (langchain.llms.GooseAI attribute) minimum_tokens (langchain.llms.AlephAlpha attribute) minTokens (langchain.llms.AI21 attribute) model (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding attribute) (langchain.embeddings.CohereEmbeddings attribute) (langchain.llms.AI21 attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.Anthropic attribute)
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(langchain.llms.Anthropic attribute) (langchain.llms.Cohere attribute) (langchain.llms.GPT4All attribute) (langchain.llms.RWKV attribute) model_id (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.embeddings.SelfHostedHuggingFaceInstructEmbeddings attribute) (langchain.llms.HuggingFacePipeline attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.Writer attribute) model_key (langchain.llms.Banana attribute) model_kwargs (langchain.chat_models.ChatOpenAI attribute) (langchain.embeddings.HuggingFaceEmbeddings attribute) (langchain.embeddings.HuggingFaceHubEmbeddings attribute) (langchain.embeddings.HuggingFaceInstructEmbeddings attribute) (langchain.embeddings.SagemakerEndpointEmbeddings attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Banana attribute) (langchain.llms.CerebriumAI attribute) (langchain.llms.GooseAI attribute) (langchain.llms.HuggingFaceEndpoint attribute) (langchain.llms.HuggingFaceHub attribute) (langchain.llms.HuggingFacePipeline attribute) (langchain.llms.Modal attribute) (langchain.llms.OpenAIChat attribute)
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(langchain.llms.OpenAIChat attribute) (langchain.llms.Petals attribute) (langchain.llms.PromptLayerOpenAIChat attribute) (langchain.llms.SagemakerEndpoint attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.StochasticAI attribute) model_load_fn (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) model_name (langchain.chains.OpenAIModerationChain attribute) (langchain.chat_models.ChatOpenAI attribute) (langchain.embeddings.HuggingFaceEmbeddings attribute) (langchain.embeddings.HuggingFaceInstructEmbeddings attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.GooseAI attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.Petals attribute) (langchain.llms.PromptLayerOpenAIChat attribute) model_path (langchain.llms.LlamaCpp attribute) model_reqs (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.embeddings.SelfHostedHuggingFaceInstructEmbeddings attribute)
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(langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) model_url (langchain.embeddings.TensorflowHubEmbeddings attribute) modelname_to_contextsize() (langchain.llms.AzureOpenAI method) (langchain.llms.OpenAI method) (langchain.llms.PromptLayerOpenAI method) module langchain.agents langchain.agents.agent_toolkits langchain.chains langchain.chat_models langchain.docstore langchain.document_loaders langchain.document_transformers langchain.embeddings langchain.llms langchain.memory langchain.output_parsers langchain.prompts langchain.prompts.example_selector langchain.python langchain.retrievers langchain.retrievers.document_compressors langchain.serpapi langchain.text_splitter langchain.tools langchain.utilities langchain.utilities.searx_search langchain.vectorstores moving_summary_buffer (langchain.memory.ConversationSummaryBufferMemory attribute) MyScale (class in langchain.vectorstores) N n (langchain.chat_models.ChatOpenAI attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.GooseAI attribute) n_batch (langchain.embeddings.LlamaCppEmbeddings attribute)
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(langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) n_ctx (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) n_parts (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) n_predict (langchain.llms.GPT4All attribute) n_threads (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) name (langchain.agents.agent_toolkits.VectorStoreInfo attribute) (langchain.experimental.GenerativeAgent attribute) (langchain.llms.PredictionGuard attribute) (langchain.output_parsers.ResponseSchema attribute) (langchain.tools.BaseTool attribute) nla_tools (langchain.agents.agent_toolkits.NLAToolkit attribute) NLTKTextSplitter (class in langchain.text_splitter) no_update_value (langchain.output_parsers.RegexDictParser attribute) normalize (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding attribute) NotebookLoader (class in langchain.document_loaders)
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NotebookLoader (class in langchain.document_loaders) NotionDBLoader (class in langchain.document_loaders) NotionDirectoryLoader (class in langchain.document_loaders) num_beams (langchain.llms.NLPCloud attribute) num_return_sequences (langchain.llms.NLPCloud attribute) numResults (langchain.llms.AI21 attribute) O observation_prefix (langchain.agents.Agent property) (langchain.agents.ConversationalAgent property) (langchain.agents.ConversationalChatAgent property) (langchain.agents.ZeroShotAgent property) ObsidianLoader (class in langchain.document_loaders) OnlinePDFLoader (class in langchain.document_loaders) openai_api_base (langchain.chat_models.AzureChatOpenAI attribute) openai_api_key (langchain.chains.OpenAIModerationChain attribute) (langchain.chat_models.AzureChatOpenAI attribute) (langchain.chat_models.ChatOpenAI attribute) openai_api_type (langchain.chat_models.AzureChatOpenAI attribute) openai_api_version (langchain.chat_models.AzureChatOpenAI attribute) openai_organization (langchain.chains.OpenAIModerationChain attribute) (langchain.chat_models.AzureChatOpenAI attribute) (langchain.chat_models.ChatOpenAI attribute) openapi (langchain.tools.OpenAPISpec attribute)
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openapi (langchain.tools.OpenAPISpec attribute) OpenSearchVectorSearch (class in langchain.vectorstores) openweathermap_api_key (langchain.utilities.OpenWeatherMapAPIWrapper attribute) operation_id (langchain.tools.APIOperation attribute) other_score_keys (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) OutlookMessageLoader (class in langchain.document_loaders) output_key (langchain.chains.QAGenerationChain attribute) (langchain.memory.ConversationStringBufferMemory attribute) output_key_to_format (langchain.output_parsers.RegexDictParser attribute) output_keys (langchain.chains.ConstitutionalChain property) (langchain.chains.HypotheticalDocumentEmbedder property) (langchain.chains.QAGenerationChain property) (langchain.experimental.BabyAGI property) (langchain.output_parsers.RegexParser attribute) output_parser (langchain.agents.Agent attribute) (langchain.agents.ConversationalAgent attribute) (langchain.agents.ConversationalChatAgent attribute) (langchain.agents.LLMSingleActionAgent attribute) (langchain.agents.ReActTextWorldAgent attribute) (langchain.agents.ZeroShotAgent attribute) (langchain.prompts.BasePromptTemplate attribute) output_variables (langchain.chains.TransformChain attribute)
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output_variables (langchain.chains.TransformChain attribute) owm (langchain.utilities.OpenWeatherMapAPIWrapper attribute) P p (langchain.llms.Cohere attribute) page_content_key (langchain.retrievers.RemoteLangChainRetriever attribute) PagedPDFSplitter (in module langchain.document_loaders) paginate_request() (langchain.document_loaders.ConfluenceLoader method) param_mapping (langchain.chains.OpenAPIEndpointChain attribute) params (langchain.serpapi.SerpAPIWrapper attribute) (langchain.utilities.searx_search.SearxSearchWrapper attribute) (langchain.utilities.SearxSearchWrapper attribute) (langchain.utilities.SerpAPIWrapper attribute) parse() (langchain.agents.AgentOutputParser method) (langchain.output_parsers.CommaSeparatedListOutputParser method) (langchain.output_parsers.GuardrailsOutputParser method) (langchain.output_parsers.ListOutputParser method) (langchain.output_parsers.OutputFixingParser method) (langchain.output_parsers.PydanticOutputParser method) (langchain.output_parsers.RegexDictParser method) (langchain.output_parsers.RegexParser method) (langchain.output_parsers.RetryOutputParser method)
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(langchain.output_parsers.RetryOutputParser method) (langchain.output_parsers.RetryWithErrorOutputParser method) (langchain.output_parsers.StructuredOutputParser method) parse_filename() (langchain.document_loaders.BlackboardLoader method) parse_obj() (langchain.tools.OpenAPISpec class method) parse_sitemap() (langchain.document_loaders.SitemapLoader method) parse_with_prompt() (langchain.output_parsers.RetryOutputParser method) (langchain.output_parsers.RetryWithErrorOutputParser method) parser (langchain.output_parsers.OutputFixingParser attribute) (langchain.output_parsers.RetryOutputParser attribute) (langchain.output_parsers.RetryWithErrorOutputParser attribute) partial() (langchain.prompts.BasePromptTemplate method) (langchain.prompts.ChatPromptTemplate method) password (langchain.vectorstores.MyScaleSettings attribute) patch() (langchain.utilities.TextRequestsWrapper method) path (langchain.tools.APIOperation attribute) path_params (langchain.tools.APIOperation property) paths (langchain.tools.OpenAPISpec attribute) pause_to_reflect() (langchain.experimental.GenerativeAgentMemory method)
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PDFMinerLoader (class in langchain.document_loaders) PDFMinerPDFasHTMLLoader (class in langchain.document_loaders) penalty_alpha_frequency (langchain.llms.RWKV attribute) penalty_alpha_presence (langchain.llms.RWKV attribute) penalty_bias (langchain.llms.AlephAlpha attribute) penalty_exceptions (langchain.llms.AlephAlpha attribute) penalty_exceptions_include_stop_sequences (langchain.llms.AlephAlpha attribute) persist() (langchain.vectorstores.Chroma method) (langchain.vectorstores.DeepLake method) Pinecone (class in langchain.vectorstores) pl_tags (langchain.chat_models.PromptLayerChatOpenAI attribute) plan() (langchain.agents.Agent method) (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) (langchain.agents.LLMSingleActionAgent method) PlaywrightURLLoader (class in langchain.document_loaders) plugin (langchain.tools.AIPluginTool attribute) port (langchain.vectorstores.MyScaleSettings attribute) post() (langchain.utilities.TextRequestsWrapper method) PostgresChatMessageHistory (class in langchain.memory) powerbi (langchain.agents.agent_toolkits.PowerBIToolkit attribute) predict() (langchain.chains.LLMChain method)
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predict() (langchain.chains.LLMChain method) predict_and_parse() (langchain.chains.LLMChain method) prefix (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) prefix_messages (langchain.llms.OpenAIChat attribute) (langchain.llms.PromptLayerOpenAIChat attribute) prep_prompts() (langchain.chains.LLMChain method) prep_streaming_params() (langchain.llms.AzureOpenAI method) (langchain.llms.OpenAI method) (langchain.llms.PromptLayerOpenAI method) prepare_cosmos() (langchain.memory.CosmosDBChatMessageHistory method) presence_penalty (langchain.llms.AlephAlpha attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Cohere attribute) (langchain.llms.GooseAI attribute) presencePenalty (langchain.llms.AI21 attribute) prioritize_tasks() (langchain.experimental.BabyAGI method) process_attachment() (langchain.document_loaders.ConfluenceLoader method) process_doc() (langchain.document_loaders.ConfluenceLoader method) process_image() (langchain.document_loaders.ConfluenceLoader method) process_index_results() (langchain.vectorstores.Annoy method)
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process_page() (langchain.document_loaders.ConfluenceLoader method) process_pdf() (langchain.document_loaders.ConfluenceLoader method) process_svg() (langchain.document_loaders.ConfluenceLoader method) process_xls() (langchain.document_loaders.ConfluenceLoader method) Prompt (in module langchain.prompts) prompt (langchain.chains.ConversationChain attribute) (langchain.chains.LLMBashChain attribute) (langchain.chains.LLMChain attribute) (langchain.chains.LLMMathChain attribute) (langchain.chains.PALChain attribute) (langchain.chains.SQLDatabaseChain attribute) properties (langchain.tools.APIOperation attribute) put() (langchain.utilities.TextRequestsWrapper method) pydantic_object (langchain.output_parsers.PydanticOutputParser attribute) PyMuPDFLoader (class in langchain.document_loaders) PyPDFLoader (class in langchain.document_loaders) python_globals (langchain.chains.PALChain attribute) python_locals (langchain.chains.PALChain attribute) PythonCodeTextSplitter (class in langchain.text_splitter) PythonLoader (class in langchain.document_loaders) Q qa_chain (langchain.chains.GraphQAChain attribute) Qdrant (class in langchain.vectorstores)
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Qdrant (class in langchain.vectorstores) query_instruction (langchain.embeddings.HuggingFaceInstructEmbeddings attribute) (langchain.embeddings.SelfHostedHuggingFaceInstructEmbeddings attribute) query_name (langchain.vectorstores.SupabaseVectorStore attribute) query_params (langchain.tools.APIOperation property) query_suffix (langchain.utilities.searx_search.SearxSearchWrapper attribute) (langchain.utilities.SearxSearchWrapper attribute) R random_seed (langchain.llms.Writer attribute) raw_completion (langchain.llms.AlephAlpha attribute) REACT_DOCSTORE (langchain.agents.AgentType attribute) ReadTheDocsLoader (class in langchain.document_loaders) recall_ttl (langchain.memory.RedisEntityStore attribute) recursive (langchain.document_loaders.GoogleDriveLoader attribute) RecursiveCharacterTextSplitter (class in langchain.text_splitter) redis_client (langchain.memory.RedisEntityStore attribute) RedisChatMessageHistory (class in langchain.memory) RedisEntityStore (class in langchain.memory) reduce_k_below_max_tokens (langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute)
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(langchain.chains.VectorDBQAWithSourcesChain attribute) reflection_threshold (langchain.experimental.GenerativeAgentMemory attribute) regex (langchain.output_parsers.RegexParser attribute) regex_pattern (langchain.output_parsers.RegexDictParser attribute) region_name (langchain.embeddings.SagemakerEndpointEmbeddings attribute) (langchain.llms.SagemakerEndpoint attribute) relevancy_threshold (langchain.retrievers.SVMRetriever attribute) remove_end_sequence (langchain.llms.NLPCloud attribute) remove_input (langchain.llms.NLPCloud attribute) repeat_last_n (langchain.llms.GPT4All attribute) repeat_penalty (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) repetition_penalties_include_completion (langchain.llms.AlephAlpha attribute) repetition_penalties_include_prompt (langchain.llms.AlephAlpha attribute) repetition_penalty (langchain.llms.ForefrontAI attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.Writer attribute) repo_id (langchain.embeddings.HuggingFaceHubEmbeddings attribute) (langchain.llms.HuggingFaceHub attribute) request_body (langchain.tools.APIOperation attribute)
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request_body (langchain.tools.APIOperation attribute) request_timeout (langchain.chat_models.ChatOpenAI attribute) (langchain.llms.AzureOpenAI attribute) request_url (langchain.utilities.PowerBIDataset property) requests (langchain.chains.OpenAPIEndpointChain attribute) (langchain.utilities.TextRequestsWrapper property) requests_per_second (langchain.document_loaders.WebBaseLoader attribute) requests_wrapper (langchain.agents.agent_toolkits.OpenAPIToolkit attribute) (langchain.chains.APIChain attribute) (langchain.chains.LLMRequestsChain attribute) response_key (langchain.retrievers.RemoteLangChainRetriever attribute) response_schemas (langchain.output_parsers.StructuredOutputParser attribute) results() (langchain.serpapi.SerpAPIWrapper method) (langchain.utilities.BingSearchAPIWrapper method) (langchain.utilities.GoogleSearchAPIWrapper method) (langchain.utilities.searx_search.SearxSearchWrapper method) (langchain.utilities.SearxSearchWrapper method) (langchain.utilities.SerpAPIWrapper method) retriever (langchain.chains.ConversationalRetrievalChain attribute) (langchain.chains.RetrievalQA attribute) (langchain.chains.RetrievalQAWithSourcesChain attribute)
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(langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.memory.VectorStoreRetrieverMemory attribute) retry_chain (langchain.output_parsers.OutputFixingParser attribute) (langchain.output_parsers.RetryOutputParser attribute) (langchain.output_parsers.RetryWithErrorOutputParser attribute) return_all (langchain.chains.SequentialChain attribute) return_direct (langchain.chains.SQLDatabaseChain attribute) (langchain.tools.BaseTool attribute) return_docs (langchain.memory.VectorStoreRetrieverMemory attribute) return_intermediate_steps (langchain.agents.AgentExecutor attribute) (langchain.agents.MRKLChain attribute) (langchain.agents.ReActChain attribute) (langchain.agents.SelfAskWithSearchChain attribute) (langchain.chains.OpenAPIEndpointChain attribute) (langchain.chains.PALChain attribute) (langchain.chains.SQLDatabaseChain attribute) (langchain.chains.SQLDatabaseSequentialChain attribute) return_pl_id (langchain.chat_models.PromptLayerChatOpenAI attribute) return_stopped_response() (langchain.agents.Agent method) (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method)
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(langchain.agents.BaseSingleActionAgent method) return_values (langchain.agents.Agent property) (langchain.agents.BaseMultiActionAgent property) (langchain.agents.BaseSingleActionAgent property) revised_answer_prompt (langchain.chains.LLMCheckerChain attribute) revised_summary_prompt (langchain.chains.LLMSummarizationCheckerChain attribute) revision_chain (langchain.chains.ConstitutionalChain attribute) RoamLoader (class in langchain.document_loaders) run() (langchain.python.PythonREPL method) (langchain.serpapi.SerpAPIWrapper method) (langchain.tools.BaseTool method) (langchain.utilities.ArxivAPIWrapper method) (langchain.utilities.BashProcess method) (langchain.utilities.BingSearchAPIWrapper method) (langchain.utilities.GooglePlacesAPIWrapper method) (langchain.utilities.GoogleSearchAPIWrapper method) (langchain.utilities.GoogleSerperAPIWrapper method) (langchain.utilities.OpenWeatherMapAPIWrapper method) (langchain.utilities.PowerBIDataset method) (langchain.utilities.PythonREPL method) (langchain.utilities.searx_search.SearxSearchWrapper method) (langchain.utilities.SearxSearchWrapper method) (langchain.utilities.SerpAPIWrapper method) (langchain.utilities.WikipediaAPIWrapper method)
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(langchain.utilities.WikipediaAPIWrapper method) (langchain.utilities.WolframAlphaAPIWrapper method) rwkv_verbose (langchain.llms.RWKV attribute) S S3DirectoryLoader (class in langchain.document_loaders) S3FileLoader (class in langchain.document_loaders) sample_rows_in_table_info (langchain.utilities.PowerBIDataset attribute) save() (langchain.agents.AgentExecutor method) (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.CerebriumAI method) (langchain.llms.Cohere method) (langchain.llms.DeepInfra method) (langchain.llms.ForefrontAI method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.LlamaCpp method) (langchain.llms.Modal method) (langchain.llms.NLPCloud method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method)
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(langchain.llms.OpenAIChat method) (langchain.llms.Petals method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.Writer method) (langchain.prompts.BasePromptTemplate method) (langchain.prompts.ChatPromptTemplate method) save_agent() (langchain.agents.AgentExecutor method) save_context() (langchain.experimental.GenerativeAgentMemory method) (langchain.memory.CombinedMemory method) (langchain.memory.ConversationEntityMemory method) (langchain.memory.ConversationKGMemory method) (langchain.memory.ConversationStringBufferMemory method) (langchain.memory.ConversationSummaryBufferMemory method) (langchain.memory.ConversationSummaryMemory method) (langchain.memory.ConversationTokenBufferMemory method) (langchain.memory.ReadOnlySharedMemory method) (langchain.memory.SimpleMemory method)
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(langchain.memory.SimpleMemory method) (langchain.memory.VectorStoreRetrieverMemory method) save_local() (langchain.vectorstores.Annoy method) (langchain.vectorstores.FAISS method) schemas (langchain.utilities.PowerBIDataset attribute) scrape() (langchain.document_loaders.WebBaseLoader method) scrape_all() (langchain.document_loaders.WebBaseLoader method) search() (langchain.docstore.InMemoryDocstore method) (langchain.docstore.Wikipedia method) (langchain.vectorstores.DeepLake method) search_kwargs (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.VectorDBQA attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) search_type (langchain.chains.VectorDBQA attribute) searx_host (langchain.utilities.searx_search.SearxSearchWrapper attribute) (langchain.utilities.SearxSearchWrapper attribute) SearxResults (class in langchain.utilities.searx_search) security (langchain.tools.OpenAPISpec attribute) seed (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute)
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(langchain.llms.LlamaCpp attribute) select_examples() (langchain.prompts.example_selector.LengthBasedExampleSelector method) (langchain.prompts.example_selector.MaxMarginalRelevanceExampleSelector method) (langchain.prompts.example_selector.SemanticSimilarityExampleSelector method) SeleniumURLLoader (class in langchain.document_loaders) SELF_ASK_WITH_SEARCH (langchain.agents.AgentType attribute) SentenceTransformerEmbeddings (in module langchain.embeddings) serpapi_api_key (langchain.serpapi.SerpAPIWrapper attribute) (langchain.utilities.SerpAPIWrapper attribute) serper_api_key (langchain.utilities.GoogleSerperAPIWrapper attribute) servers (langchain.tools.OpenAPISpec attribute) service_account_key (langchain.document_loaders.GoogleDriveLoader attribute) service_account_path (langchain.document_loaders.GoogleApiClient attribute) session_id (langchain.memory.RedisEntityStore attribute) set() (langchain.memory.InMemoryEntityStore method) (langchain.memory.RedisEntityStore method) similarity_fn (langchain.document_transformers.EmbeddingsRedundantFilter attribute) (langchain.retrievers.document_compressors.EmbeddingsFilter attribute)
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similarity_search() (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Annoy method) (langchain.vectorstores.AtlasDB method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.ElasticVectorSearch method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.MyScale method) (langchain.vectorstores.OpenSearchVectorSearch method) (langchain.vectorstores.Pinecone method) (langchain.vectorstores.Qdrant method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) (langchain.vectorstores.Weaviate method) similarity_search_by_index() (langchain.vectorstores.Annoy method) similarity_search_by_vector() (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Annoy method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.MyScale method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) (langchain.vectorstores.Weaviate method)
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(langchain.vectorstores.Weaviate method) similarity_search_by_vector_returning_embeddings() (langchain.vectorstores.SupabaseVectorStore method) similarity_search_by_vector_with_relevance_scores() (langchain.vectorstores.SupabaseVectorStore method) similarity_search_with_relevance_scores() (langchain.vectorstores.MyScale method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) similarity_search_with_score() (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Annoy method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.ElasticVectorSearch method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.Pinecone method) (langchain.vectorstores.Qdrant method) similarity_search_with_score_by_index() (langchain.vectorstores.Annoy method) similarity_search_with_score_by_vector() (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Annoy method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Milvus method) similarity_threshold (langchain.document_transformers.EmbeddingsRedundantFilter attribute)
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(langchain.retrievers.document_compressors.EmbeddingsFilter attribute) SitemapLoader (class in langchain.document_loaders) siterestrict (langchain.utilities.GoogleSearchAPIWrapper attribute) SlackDirectoryLoader (class in langchain.document_loaders) SpacyTextSplitter (class in langchain.text_splitter) sparse_encoder (langchain.retrievers.PineconeHybridSearchRetriever attribute) spec (langchain.agents.agent_toolkits.JsonToolkit attribute) split_documents() (langchain.text_splitter.TextSplitter method) split_text() (langchain.text_splitter.CharacterTextSplitter method) (langchain.text_splitter.NLTKTextSplitter method) (langchain.text_splitter.RecursiveCharacterTextSplitter method) (langchain.text_splitter.SpacyTextSplitter method) (langchain.text_splitter.TextSplitter method) (langchain.text_splitter.TokenTextSplitter method) sql_chain (langchain.chains.SQLDatabaseSequentialChain attribute) SRTLoader (class in langchain.document_loaders) status (langchain.experimental.GenerativeAgent attribute) stop (langchain.agents.LLMSingleActionAgent attribute) (langchain.chains.PALChain attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute)
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(langchain.llms.LlamaCpp attribute) (langchain.llms.Writer attribute) stop_sequences (langchain.llms.AlephAlpha attribute) store (langchain.memory.InMemoryEntityStore attribute) strategy (langchain.llms.RWKV attribute) stream() (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.LlamaCpp method) (langchain.llms.OpenAI method) (langchain.llms.PromptLayerOpenAI method) streaming (langchain.chat_models.ChatOpenAI attribute) (langchain.llms.Anthropic attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.PromptLayerOpenAIChat attribute) strip_outputs (langchain.chains.SimpleSequentialChain attribute) suffix (langchain.llms.LlamaCpp attribute) (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) summarize_related_memories() (langchain.experimental.GenerativeAgent method) summary (langchain.experimental.GenerativeAgent attribute) summary_message_cls (langchain.memory.ConversationKGMemory attribute)
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summary_refresh_seconds (langchain.experimental.GenerativeAgent attribute) SupabaseVectorStore (class in langchain.vectorstores) T table (langchain.vectorstores.MyScaleSettings attribute) table_info (langchain.utilities.PowerBIDataset property) table_name (langchain.vectorstores.SupabaseVectorStore attribute) table_names (langchain.utilities.PowerBIDataset attribute) tags (langchain.tools.OpenAPISpec attribute) task (langchain.embeddings.HuggingFaceHubEmbeddings attribute) (langchain.llms.HuggingFaceEndpoint attribute) (langchain.llms.HuggingFaceHub attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) TelegramChatLoader (class in langchain.document_loaders) temp (langchain.llms.GPT4All attribute) temperature (langchain.chat_models.ChatOpenAI attribute) (langchain.llms.AI21 attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.Anthropic attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Cohere attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.GooseAI attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.Petals attribute) (langchain.llms.PredictionGuard attribute) (langchain.llms.RWKV attribute)
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(langchain.llms.RWKV attribute) (langchain.llms.Writer attribute) template (langchain.prompts.PromptTemplate attribute) template_format (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) (langchain.prompts.PromptTemplate attribute) text_length (langchain.chains.LLMRequestsChain attribute) text_splitter (langchain.chains.AnalyzeDocumentChain attribute) (langchain.chains.MapReduceChain attribute) (langchain.chains.QAGenerationChain attribute) TextLoader (class in langchain.document_loaders) texts (langchain.retrievers.SVMRetriever attribute) TextSplitter (class in langchain.text_splitter) tfidf_array (langchain.retrievers.TFIDFRetriever attribute) to_typescript() (langchain.tools.APIOperation method) token (langchain.utilities.PowerBIDataset attribute) token_path (langchain.document_loaders.GoogleApiClient attribute) (langchain.document_loaders.GoogleDriveLoader attribute) tokenizer (langchain.llms.Petals attribute) tokens (langchain.llms.AlephAlpha attribute) tokens_path (langchain.llms.RWKV attribute) tokens_to_generate (langchain.llms.Writer attribute)
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tokens_to_generate (langchain.llms.Writer attribute) TokenTextSplitter (class in langchain.text_splitter) tool() (in module langchain.agents) tool_run_logging_kwargs() (langchain.agents.Agent method) (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) (langchain.agents.LLMSingleActionAgent method) tools (langchain.agents.agent_toolkits.JiraToolkit attribute) (langchain.agents.agent_toolkits.ZapierToolkit attribute) (langchain.agents.AgentExecutor attribute) (langchain.agents.MRKLChain attribute) (langchain.agents.ReActChain attribute) (langchain.agents.SelfAskWithSearchChain attribute) top_k (langchain.chains.SQLDatabaseChain attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.Anthropic attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.Petals attribute) (langchain.llms.Writer attribute) (langchain.retrievers.ChatGPTPluginRetriever attribute) (langchain.retrievers.DataberryRetriever attribute)
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(langchain.retrievers.DataberryRetriever attribute) (langchain.retrievers.PineconeHybridSearchRetriever attribute) top_k_docs_for_context (langchain.chains.ChatVectorDBChain attribute) top_k_results (langchain.utilities.ArxivAPIWrapper attribute) (langchain.utilities.GooglePlacesAPIWrapper attribute) (langchain.utilities.WikipediaAPIWrapper attribute) top_p (langchain.llms.AlephAlpha attribute) (langchain.llms.Anthropic attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.GooseAI attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.Petals attribute) (langchain.llms.RWKV attribute) (langchain.llms.Writer attribute) topP (langchain.llms.AI21 attribute) traits (langchain.experimental.GenerativeAgent attribute) transform (langchain.chains.TransformChain attribute) transform_documents() (langchain.document_transformers.EmbeddingsRedundantFilter method) (langchain.text_splitter.TextSplitter method) transformers (langchain.retrievers.document_compressors.DocumentCompressorPipeline attribute)
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truncate (langchain.embeddings.CohereEmbeddings attribute) (langchain.llms.Cohere attribute) ts_type_from_python() (langchain.tools.APIOperation static method) ttl (langchain.memory.RedisEntityStore attribute) TwitterTweetLoader (class in langchain.document_loaders) U unsecure (langchain.utilities.searx_search.SearxSearchWrapper attribute) (langchain.utilities.SearxSearchWrapper attribute) UnstructuredEmailLoader (class in langchain.document_loaders) UnstructuredEPubLoader (class in langchain.document_loaders) UnstructuredFileIOLoader (class in langchain.document_loaders) UnstructuredFileLoader (class in langchain.document_loaders) UnstructuredHTMLLoader (class in langchain.document_loaders) UnstructuredImageLoader (class in langchain.document_loaders) UnstructuredMarkdownLoader (class in langchain.document_loaders) UnstructuredPDFLoader (class in langchain.document_loaders) UnstructuredPowerPointLoader (class in langchain.document_loaders) UnstructuredRTFLoader (class in langchain.document_loaders) UnstructuredURLLoader (class in langchain.document_loaders) UnstructuredWordDocumentLoader (class in langchain.document_loaders) update_document() (langchain.vectorstores.Chroma method) update_forward_refs() (langchain.llms.AI21 class method) (langchain.llms.AlephAlpha class method)
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(langchain.llms.AlephAlpha class method) (langchain.llms.Anthropic class method) (langchain.llms.AzureOpenAI class method) (langchain.llms.Banana class method) (langchain.llms.CerebriumAI class method) (langchain.llms.Cohere class method) (langchain.llms.DeepInfra class method) (langchain.llms.ForefrontAI class method) (langchain.llms.GooseAI class method) (langchain.llms.GPT4All class method) (langchain.llms.HuggingFaceEndpoint class method) (langchain.llms.HuggingFaceHub class method) (langchain.llms.HuggingFacePipeline class method) (langchain.llms.LlamaCpp class method) (langchain.llms.Modal class method) (langchain.llms.NLPCloud class method) (langchain.llms.OpenAI class method) (langchain.llms.OpenAIChat class method) (langchain.llms.Petals class method) (langchain.llms.PredictionGuard class method) (langchain.llms.PromptLayerOpenAI class method) (langchain.llms.PromptLayerOpenAIChat class method) (langchain.llms.Replicate class method) (langchain.llms.RWKV class method) (langchain.llms.SagemakerEndpoint class method) (langchain.llms.SelfHostedHuggingFaceLLM class method) (langchain.llms.SelfHostedPipeline class method) (langchain.llms.StochasticAI class method)
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(langchain.llms.StochasticAI class method) (langchain.llms.Writer class method) upsert_messages() (langchain.memory.CosmosDBChatMessageHistory method) url (langchain.retrievers.ChatGPTPluginRetriever attribute) (langchain.retrievers.RemoteLangChainRetriever attribute) (langchain.tools.IFTTTWebhook attribute) urls (langchain.document_loaders.PlaywrightURLLoader attribute) (langchain.document_loaders.SeleniumURLLoader attribute) use_mlock (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) use_mmap (langchain.llms.LlamaCpp attribute) use_multiplicative_presence_penalty (langchain.llms.AlephAlpha attribute) username (langchain.vectorstores.MyScaleSettings attribute) V validate_channel_or_videoIds_is_set() (langchain.document_loaders.GoogleApiClient class method) (langchain.document_loaders.GoogleApiYoutubeLoader class method) validate_init_args() (langchain.document_loaders.ConfluenceLoader static method) validate_template (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute)
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(langchain.prompts.PromptTemplate attribute) vectorizer (langchain.retrievers.TFIDFRetriever attribute) VectorStore (class in langchain.vectorstores) vectorstore (langchain.agents.agent_toolkits.VectorStoreInfo attribute) (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.VectorDBQA attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) (langchain.prompts.example_selector.SemanticSimilarityExampleSelector attribute) (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) vectorstore_info (langchain.agents.agent_toolkits.VectorStoreToolkit attribute) vectorstores (langchain.agents.agent_toolkits.VectorStoreRouterToolkit attribute) verbose (langchain.agents.MRKLChain attribute) (langchain.agents.ReActChain attribute) (langchain.agents.SelfAskWithSearchChain attribute) (langchain.chat_models.ChatAnthropic attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.tools.BaseTool attribute) video_ids (langchain.document_loaders.GoogleApiYoutubeLoader attribute) vocab_only (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute)
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(langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) W Weaviate (class in langchain.vectorstores) WeaviateHybridSearchRetriever (class in langchain.retrievers) WeaviateHybridSearchRetriever.Config (class in langchain.retrievers) web_path (langchain.document_loaders.WebBaseLoader property) web_paths (langchain.document_loaders.AZLyricsLoader attribute) (langchain.document_loaders.CollegeConfidentialLoader attribute) (langchain.document_loaders.GitbookLoader attribute) (langchain.document_loaders.HNLoader attribute) (langchain.document_loaders.IMSDbLoader attribute) (langchain.document_loaders.SitemapLoader attribute) (langchain.document_loaders.WebBaseLoader attribute) WebBaseLoader (class in langchain.document_loaders) webhooks (langchain.tools.OpenAPISpec attribute) WhatsAppChatLoader (class in langchain.document_loaders) Wikipedia (class in langchain.docstore) wolfram_alpha_appid (langchain.utilities.WolframAlphaAPIWrapper attribute) Y YoutubeLoader (class in langchain.document_loaders) Z ZERO_SHOT_REACT_DESCRIPTION (langchain.agents.AgentType attribute) Zilliz (class in langchain.vectorstores) By Harrison Chase © Copyright 2023, Harrison Chase. Last updated on Apr 26, 2023.
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.rst .pdf Welcome to LangChain Contents Getting Started Modules Use Cases Reference Docs LangChain Ecosystem Additional Resources Welcome to LangChain# LangChain is a framework for developing applications powered by language models. We believe that the most powerful and differentiated applications will not only call out to a language model via an API, but will also: Be data-aware: connect a language model to other sources of data Be agentic: allow a language model to interact with its environment The LangChain framework is designed with the above principles in mind. This is the Python specific portion of the documentation. For a purely conceptual guide to LangChain, see here. For the JavaScript documentation, see here. Getting Started# Checkout the below guide for a walkthrough of how to get started using LangChain to create an Language Model application. Getting Started Documentation Modules# There are several main modules that LangChain provides support for. For each module we provide some examples to get started, how-to guides, reference docs, and conceptual guides. These modules are, in increasing order of complexity: Models: The various model types and model integrations LangChain supports. Prompts: This includes prompt management, prompt optimization, and prompt serialization. Memory: Memory is the concept of persisting state between calls of a chain/agent. LangChain provides a standard interface for memory, a collection of memory implementations, and examples of chains/agents that use memory. Indexes: Language models are often more powerful when combined with your own text data - this module covers best practices for doing exactly that.
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Chains: Chains go beyond just a single LLM call, and are sequences of calls (whether to an LLM or a different utility). LangChain provides a standard interface for chains, lots of integrations with other tools, and end-to-end chains for common applications. Agents: Agents involve an LLM making decisions about which Actions to take, taking that Action, seeing an Observation, and repeating that until done. LangChain provides a standard interface for agents, a selection of agents to choose from, and examples of end to end agents. Use Cases# The above modules can be used in a variety of ways. LangChain also provides guidance and assistance in this. Below are some of the common use cases LangChain supports. Autonomous Agents: Autonomous agents are long running agents that take many steps in an attempt to accomplish an objective. Examples include AutoGPT and BabyAGI. Agent Simulations: Putting agents in a sandbox and observing how they interact with each other or to events can be an interesting way to observe their long-term memory abilities. Personal Assistants: The main LangChain use case. Personal assistants need to take actions, remember interactions, and have knowledge about your data. Question Answering: The second big LangChain use case. Answering questions over specific documents, only utilizing the information in those documents to construct an answer. Chatbots: Since language models are good at producing text, that makes them ideal for creating chatbots. Querying Tabular Data: If you want to understand how to use LLMs to query data that is stored in a tabular format (csvs, SQL, dataframes, etc) you should read this page.
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