| import React from "react"; |
| import {useCurrentSidebarCategory} from '@docusaurus/theme-common'; |
| import { |
| useDocById, |
| } from '@docusaurus/plugin-content-docs/client'; |
|
|
| const FEATURE_TABLES = { |
| chat: { |
| link: "/docs/integrations/chat", |
| columns: [ |
| {title: "Provider", formatter: (item) => <a href={item.link}>{item.name}</a>}, |
| {title: <a href="/docs/how_to/tool_calling">Tool calling</a>, formatter: (item) => item.tool_calling ? "✅" : "❌"}, |
| {title: <a href="/docs/how_to/structured_output/">Structured output</a>, formatter: (item) => item.structured_output ? "✅" : "❌"}, |
| {title: "JSON mode", formatter: (item) => item.json_mode ? "✅" : "❌"}, |
| {title: "Local", formatter: (item) => item.local ? "✅" : "❌"}, |
| {title: <a href="/docs/how_to/multimodal_inputs/">Multimodal</a>, formatter: (item) => item.multimodal ? "✅" : "❌"}, |
| {title: "Package", formatter: (item) => <a href={item.apiLink}>{item.package}</a>}, |
| ], |
| items: [ |
| { |
| "name": "ChatAnthropic", |
| "package": "langchain-anthropic", |
| "link": "anthropic/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": true, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/anthropic/chat_models/langchain_anthropic.chat_models.ChatAnthropic.html" |
| }, |
| { |
| "name": "ChatMistralAI", |
| "package": "langchain-mistralai", |
| "link": "mistralai/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/mistralai/chat_models/langchain_mistralai.chat_models.ChatMistralAI.html" |
| }, |
| { |
| "name": "ChatFireworks", |
| "package": "langchain-fireworks", |
| "link": "fireworks/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": true, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/fireworks/chat_models/langchain_fireworks.chat_models.ChatFireworks.html" |
| }, |
| { |
| "name": "AzureChatOpenAI", |
| "package": "langchain-openai", |
| "link": "azure_chat_openai/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": true, |
| "multimodal": true, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/openai/chat_models/langchain_openai.chat_models.azure.AzureChatOpenAI.html" |
| }, |
| { |
| "name": "ChatOpenAI", |
| "package": "langchain-openai", |
| "link": "openai/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": true, |
| "multimodal": true, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/openai/chat_models/langchain_openai.chat_models.base.ChatOpenAI.html" |
| }, |
| { |
| "name": "ChatTogether", |
| "package": "langchain-together", |
| "link": "together/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": true, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/together/chat_models/langchain_together.chat_models.ChatTogether.html" |
| }, |
| { |
| "name": "ChatVertexAI", |
| "package": "langchain-google-vertexai", |
| "link": "google_vertex_ai_palm/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": true, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/google_vertexai/chat_models/langchain_google_vertexai.chat_models.ChatVertexAI.html" |
| }, |
| { |
| "name": "ChatGoogleGenerativeAI", |
| "package": "langchain-google-genai", |
| "link": "google_generative_ai/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": true, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/google_genai/chat_models/langchain_google_genai.chat_models.ChatGoogleGenerativeAI.html" |
| }, |
| { |
| "name": "ChatGroq", |
| "package": "langchain-groq", |
| "link": "groq/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": true, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/groq/chat_models/langchain_groq.chat_models.ChatGroq.html" |
| }, |
| { |
| "name": "ChatCohere", |
| "package": "langchain-cohere", |
| "link": "cohere/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/cohere/chat_models/langchain_cohere.chat_models.ChatCohere.html" |
| }, |
| { |
| "name": "ChatBedrock", |
| "package": "langchain-aws", |
| "link": "bedrock/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/aws/chat_models/langchain_aws.chat_models.bedrock.ChatBedrock.html" |
| }, |
| { |
| "name": "ChatHuggingFace", |
| "package": "langchain-huggingface", |
| "link": "huggingface/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": false, |
| "local": true, |
| "apiLink": "https://python.langchain.com/api_reference/huggingface/chat_models/langchain_huggingface.chat_models.huggingface.ChatHuggingFace.html", |
| }, |
| { |
| "name": "ChatNVIDIA", |
| "package": "langchain-nvidia-ai-endpoints", |
| "link": "nvidia_ai_endpoints/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": true, |
| "multimodal": true, |
| "local": true, |
| "apiLink": "https://python.langchain.com/api_reference/nvidia_ai_endpoints/chat_models/langchain_nvidia_ai_endpoints.chat_models.ChatNVIDIA.html" |
| }, |
| { |
| "name": "ChatOllama", |
| "package": "langchain-ollama", |
| "link": "ollama/", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": true, |
| "multimodal": false, |
| "local": true, |
| "apiLink": "https://python.langchain.com/api_reference/ollama/chat_models/langchain_ollama.chat_models.ChatOllama.html" |
| }, |
| { |
| "name": "ChatLlamaCpp", |
| "package": "langchain-community", |
| "link": "llamacpp", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": false, |
| "local": true, |
| "apiLink": "https://python.langchain.com/api_reference/community/chat_models/langchain_community.chat_models.llamacpp.ChatLlamaCpp.html" |
| }, |
| { |
| "name": "ChatAI21", |
| "package": "langchain-ai21", |
| "link": "ai21", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/ai21/chat_models/langchain_ai21.chat_models.ChatAI21.html" |
| }, |
| { |
| "name": "ChatUpstage", |
| "package": "langchain-upstage", |
| "link": "upstage", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/upstage/chat_models/langchain_upstage.chat_models.ChatUpstage.html" |
| }, |
| { |
| "name": "ChatDatabricks", |
| "package": "databricks-langchain", |
| "link": "databricks", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://api-docs.databricks.com/python/databricks-ai-bridge/latest/databricks_langchain.html#databricks_langchain.ChatDatabricks" |
| }, |
| { |
| "name": "ChatWatsonx", |
| "package": "langchain-ibm", |
| "link": "ibm_watsonx", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": true, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/ibm/chat_models/langchain_ibm.chat_models.ChatWatsonx.html" |
| }, |
| { |
| "name": "ChatXAI", |
| "package": "langchain-xai", |
| "link": "xai", |
| "structured_output": true, |
| "tool_calling": true, |
| "json_mode": false, |
| "multimodal": false, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/xai/chat_models/langchain_xai.chat_models.ChatXAI.html" |
| }, |
| { |
| "name": "ChatPerplexity", |
| "package": "langchain-perplexity", |
| "link": "perplexity", |
| "structured_output": true, |
| "tool_calling": false, |
| "json_mode": true, |
| "multimodal": true, |
| "local": false, |
| "apiLink": "https://python.langchain.com/api_reference/perplexity/chat_models/langchain_perplexity.chat_models.ChatPerplexity.html" |
| } |
| ], |
| }, |
| llms: { |
| link: "/docs/integrations/llms", |
| columns: [ |
| {title: "Provider", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "Package", formatter: (item) => <a href={ |
| item.apiLink |
| }>{item.package}</a>}, |
| ], |
| items: [ |
| { |
| name: "AI21LLM", |
| link: "ai21", |
| package: "langchain-ai21", |
| apiLink: "https://python.langchain.com/api_reference/ai21/llms/langchain_ai21.llms.AI21LLM.html" |
| }, |
| { |
| name: "AnthropicLLM", |
| link: "anthropic", |
| package: "langchain-anthropic", |
| apiLink: "https://python.langchain.com/api_reference/anthropic/llms/langchain_anthropic.llms.AnthropicLLM.html" |
| }, |
| { |
| name: "AzureOpenAI", |
| link: "azure_openai", |
| package: "langchain-openai", |
| apiLink: "https://python.langchain.com/api_reference/openai/llms/langchain_openai.llms.azure.AzureOpenAI.html" |
| }, |
| { |
| name: "BedrockLLM", |
| link: "bedrock", |
| package: "langchain-aws", |
| apiLink: "https://python.langchain.com/api_reference/aws/llms/langchain_aws.llms.bedrock.BedrockLLM.html" |
| }, |
| { |
| name: "CohereLLM", |
| link: "cohere", |
| package: "langchain-cohere", |
| apiLink: "https://python.langchain.com/api_reference/cohere/llms/langchain_cohere.llms.Cohere.html" |
| }, |
| { |
| name: "FireworksLLM", |
| link: "fireworks", |
| package: "langchain-fireworks", |
| apiLink: "https://python.langchain.com/api_reference/fireworks/llms/langchain_fireworks.llms.Fireworks.html" |
| }, |
| { |
| name: "OllamaLLM", |
| link: "ollama", |
| package: "langchain-ollama", |
| apiLink: "https://python.langchain.com/api_reference/ollama/llms/langchain_ollama.llms.OllamaLLM.html" |
| }, |
| { |
| name: "OpenAILLM", |
| link: "openai", |
| package: "langchain-openai", |
| apiLink: "https://python.langchain.com/api_reference/openai/llms/langchain_openai.llms.base.OpenAI.html" |
| }, |
| { |
| name: "TogetherLLM", |
| link: "together", |
| package: "langchain-together", |
| apiLink: "https://python.langchain.com/api_reference/together/llms/langchain_together.llms.Together.html" |
| }, |
| { |
| name: "VertexAILLM", |
| link: "google_vertexai", |
| package: "langchain-google_vertexai", |
| apiLink: "https://python.langchain.com/api_reference/google_vertexai/llms/langchain_google_vertexai.llms.VertexAI.html" |
| }, |
| { |
| name: "NVIDIA", |
| link: "NVIDIA", |
| package: "langchain-nvidia", |
| apiLink: "https://python.langchain.com/api_reference/nvidia_ai_endpoints/llm/langchain_nvidia_ai_endpoints.llm.NVIDIA.html" |
| }, |
| ], |
| }, |
| text_embedding: { |
| link: "/docs/integrations/text_embedding", |
| columns: [ |
| {title: "Provider", formatter: (item) => <a href={item.link}>{item.name}</a>}, |
| {title: "Package", formatter: (item) => <a href={item.apiLink}>{item.package}</a>}, |
| ], |
| items:[ |
| { |
| name: "AzureOpenAI", |
| link: "azureopenai", |
| package: "langchain-openai", |
| apiLink: "https://python.langchain.com/api_reference/openai/embeddings/langchain_openai.embeddings.azure.AzureOpenAIEmbeddings.html" |
| }, |
| { |
| name: "Ollama", |
| link: "ollama", |
| package: "langchain-ollama", |
| apiLink: "https://python.langchain.com/api_reference/ollama/embeddings/langchain_ollama.embeddings.OllamaEmbeddings.html" |
| }, |
| { |
| name: "AI21", |
| link: "ai21", |
| package: "langchain-ai21", |
| apiLink: "https://python.langchain.com/api_reference/ai21/embeddings/langchain_ai21.embeddings.AI21Embeddings.html" |
| }, |
| { |
| name: "Fake", |
| link: "fake", |
| package: "langchain-core", |
| apiLink: "https://python.langchain.com/api_reference/core/embeddings/langchain_core.embeddings.fake.FakeEmbeddings.html" |
| }, |
| { |
| name: "OpenAI", |
| link: "openai", |
| package: "langchain-openai", |
| apiLink: "https://python.langchain.com/api_reference/openai/chat_models/langchain_openai.chat_models.base.ChatOpenAI.html" |
| }, |
| { |
| name: "Together", |
| link: "together", |
| package: "langchain-together", |
| apiLink: "https://python.langchain.com/api_reference/together/embeddings/langchain_together.embeddings.TogetherEmbeddings.html" |
| }, |
| { |
| name: "Fireworks", |
| link: "fireworks", |
| package: "langchain-fireworks", |
| apiLink: "https://python.langchain.com/api_reference/fireworks/embeddings/langchain_fireworks.embeddings.FireworksEmbeddings.html" |
| }, |
| { |
| name: "MistralAI", |
| link: "mistralai", |
| package: "langchain-mistralai", |
| apiLink: "https://python.langchain.com/api_reference/mistralai/embeddings/langchain_mistralai.embeddings.MistralAIEmbeddings.html" |
| }, |
| { |
| name: "Cohere", |
| link: "cohere", |
| package: "langchain-cohere", |
| apiLink: "https://python.langchain.com/api_reference/cohere/embeddings/langchain_cohere.embeddings.CohereEmbeddings.html" |
| }, |
| { |
| name: "Nomic", |
| link: "nomic", |
| package: "langchain-nomic", |
| apiLink: "https://python.langchain.com/api_reference/nomic/embeddings/langchain_nomic.embeddings.NomicEmbeddings.html" |
| }, |
| { |
| name: "Databricks", |
| link: "databricks", |
| package: "databricks-langchain", |
| apiLink: "https://api-docs.databricks.com/python/databricks-ai-bridge/latest/databricks_langchain.html#databricks_langchain.DatabricksEmbeddings" |
| }, |
| { |
| name: "VoyageAI", |
| link: "voyageai", |
| package: "langchain-voyageai", |
| apiLink: "https://python.langchain.com/api_reference/voyageai/embeddings/langchain_voyageai.embeddings.VoyageAIEmbeddings.html" |
| }, |
| { |
| name: "IBM", |
| link: "ibm_watsonx", |
| package: "langchain-ibm", |
| apiLink: "https://python.langchain.com/api_reference/ibm/embeddings/langchain_ibm.embeddings.WatsonxEmbeddings.html" |
| }, |
| { |
| name: "NVIDIA", |
| link: "nvidia_ai_endpoints", |
| package: "langchain-nvidia", |
| apiLink: "https://python.langchain.com/api_reference/nvidia_ai_endpoints/embeddings/langchain_nvidia_ai_endpoints.embeddings.NVIDIAEmbeddings.html" |
| }, |
| ] |
| }, |
| document_retrievers: { |
| link: 'docs/integrations/retrievers', |
| columns: [ |
| {title: "Retriever", formatter: (item) => <a href={item.link}>{item.name}</a>}, |
| {title: "Self-host", formatter: (item) => item.selfHost ? "✅" : "❌"}, |
| {title: "Cloud offering", formatter: (item) => item.cloudOffering ? "✅" : "❌"}, |
| {title: "Package", formatter: (item) => <a href={item.apiLink}>{item.package}</a>}, |
| ], |
| items: [ |
| { |
| name: "AmazonKnowledgeBasesRetriever", |
| link: "bedrock", |
| selfHost: false, |
| cloudOffering: true, |
| apiLink: "https://python.langchain.com/api_reference/aws/retrievers/langchain_aws.retrievers.bedrock.AmazonKnowledgeBasesRetriever.html", |
| package: "langchain_aws" |
| }, |
| { |
| name: "AzureAISearchRetriever", |
| link: "azure_ai_search", |
| selfHost: false, |
| cloudOffering: true, |
| apiLink: "https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.azure_ai_search.AzureAISearchRetriever.html", |
| package: "langchain_community" |
| }, |
| { |
| name: "ElasticsearchRetriever", |
| link: "elasticsearch_retriever", |
| selfHost: true, |
| cloudOffering: true, |
| apiLink: "https://python.langchain.com/api_reference/elasticsearch/retrievers/langchain_elasticsearch.retrievers.ElasticsearchRetriever.html", |
| package: "langchain_elasticsearch" |
| }, |
| { |
| name: "MilvusCollectionHybridSearchRetriever", |
| link: "milvus_hybrid_search", |
| selfHost: true, |
| cloudOffering: false, |
| apiLink: "https://python.langchain.com/api_reference/milvus/retrievers/langchain_milvus.retrievers.milvus_hybrid_search.MilvusCollectionHybridSearchRetriever.html", |
| package: "langchain_milvus" |
| }, |
| { |
| name: "VertexAISearchRetriever", |
| link: "google_vertex_ai_search", |
| selfHost: false, |
| cloudOffering: true, |
| apiLink: "https://python.langchain.com/api_reference/google_community/vertex_ai_search/langchain_google_community.vertex_ai_search.VertexAISearchRetriever.html", |
| package: "langchain_google_community" |
| } |
| ], |
| }, |
| external_retrievers: { |
| link: 'docs/integrations/retrievers', |
| columns: [ |
| {title: "Retriever", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "Source", formatter: (item) => item.source}, |
| {title: "Package", formatter: (item) => <a href={ |
| item.apiLink |
| }>{item.package}</a>}, |
| ], |
| items: [ |
| { |
| name: "ArxivRetriever", |
| link: "arxiv", |
| source: (<>Scholarly articles on <a href="https://arxiv.org/">arxiv.org</a></>), |
| apiLink: "https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.arxiv.ArxivRetriever.html", |
| package: "langchain_community" |
| }, |
| { |
| name: "TavilySearchAPIRetriever", |
| link: "tavily", |
| source: "Internet search", |
| apiLink: "https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.tavily_search_api.TavilySearchAPIRetriever.html", |
| package: "langchain_community" |
| }, |
| { |
| name: "WikipediaRetriever", |
| link: "wikipedia", |
| source: (<><a href="https://www.wikipedia.org/">Wikipedia</a> articles</>), |
| apiLink: "https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.wikipedia.WikipediaRetriever.html", |
| package: "langchain_community" |
| } |
| ] |
|
|
| }, |
| document_loaders: { |
| link: 'docs/integrations/loaders', |
| columns: [], |
| items: [], |
| }, |
| cloud_provider_loaders: { |
| link: 'docs/integrations/loaders', |
| columns: [ |
| {title: "Document Loader", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "Description", formatter: (item) => item.source}, |
| {title: "Partner Package", formatter: (item) => item.partnerPackage ? "✅" : "❌"}, |
| {title: "API reference", formatter: (item) => <a href={ |
| item.apiLink |
| }>{item.loaderName}</a>}, |
| ], |
| items: [ |
| { |
| name: "AWS S3 Directory", |
| link: "aws_s3_directory", |
| source: "Load documents from an AWS S3 directory", |
| partnerPackage: false, |
| loaderName: "S3DirectoryLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.s3_directory.S3DirectoryLoader.html" |
| }, |
| { |
| name: "AWS S3 File", |
| link: "aws_s3_file", |
| source: "Load documents from an AWS S3 file", |
| partnerPackage: false, |
| loaderName: "S3FileLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.s3_file.S3FileLoader.html" |
| }, |
| { |
| name: "Azure AI Data", |
| link: "azure_ai_data", |
| source: "Load documents from Azure AI services", |
| partnerPackage: false, |
| loaderName: "AzureAIDataLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.azure_ai_data.AzureAIDataLoader.html" |
| }, |
| { |
| name: "Azure Blob Storage Container", |
| link: "azure_blob_storage_container", |
| source: "Load documents from an Azure Blob Storage container", |
| partnerPackage: false, |
| loaderName: "AzureBlobStorageContainerLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.azure_blob_storage_container.AzureBlobStorageContainerLoader.html" |
| }, |
| { |
| name: "Azure Blob Storage File", |
| link: "azure_blob_storage_file", |
| source: "Load documents from an Azure Blob Storage file", |
| partnerPackage: false, |
| loaderName: "AzureBlobStorageFileLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.azure_blob_storage_file.AzureBlobStorageFileLoader.html" |
| }, |
| { |
| name: "Dropbox", |
| link: "dropbox", |
| source: "Load documents from Dropbox", |
| partnerPackage: false, |
| loaderName: "DropboxLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.dropbox.DropboxLoader.html" |
| }, |
| { |
| name: "Google Cloud Storage Directory", |
| link: "google_cloud_storage_directory", |
| source: "Load documents from GCS bucket", |
| partnerPackage: true, |
| loaderName: "GCSDirectoryLoader", |
| apiLink: "https://python.langchain.com/api_reference/google_community/gcs_directory/langchain_google_community.gcs_directory.GCSDirectoryLoader.html" |
| }, |
| { |
| name: "Google Cloud Storage File", |
| link: "google_cloud_storage_file", |
| source: "Load documents from GCS file object", |
| partnerPackage: true, |
| loaderName: "GCSFileLoader", |
| apiLink: "https://python.langchain.com/api_reference/google_community/gcs_file/langchain_google_community.gcs_file.GCSFileLoader.html" |
| }, |
| { |
| name: "Google Drive", |
| link: "google_drive", |
| source: "Load documents from Google Drive (Google Docs only)", |
| partnerPackage: true, |
| loaderName: "GoogleDriveLoader", |
| apiLink: "https://python.langchain.com/api_reference/google_community/drive/langchain_google_community.drive.GoogleDriveLoader.html" |
| }, |
| { |
| name: "Huawei OBS Directory", |
| link: "huawei_obs_directory", |
| source: "Load documents from Huawei Object Storage Service Directory", |
| partnerPackage: false, |
| loaderName: "OBSDirectoryLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.obs_directory.OBSDirectoryLoader.html" |
| }, |
| { |
| name: "Huawei OBS File", |
| link: "huawei_obs_file", |
| source: "Load documents from Huawei Object Storage Service File", |
| partnerPackage: false, |
| loaderName: "OBSFileLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.obs_file.OBSFileLoader.html" |
| }, |
| { |
| name: "Microsoft OneDrive", |
| link: "microsoft_onedrive", |
| source: "Load documents from Microsoft OneDrive", |
| partnerPackage: false, |
| loaderName: "OneDriveLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.onedrive.OneDriveLoader.html" |
| }, |
| { |
| name: "Microsoft SharePoint", |
| link: "microsoft_sharepoint", |
| source: "Load documents from Microsoft SharePoint", |
| partnerPackage: false, |
| loaderName: "SharePointLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.sharepoint.SharePointLoader.html" |
| }, |
| { |
| name: "Tencent COS Directory", |
| link: "tencent_cos_directory", |
| source: "Load documents from Tencent Cloud Object Storage Directory", |
| partnerPackage: false, |
| loaderName: "TencentCOSDirectoryLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.tencent_cos_directory.TencentCOSDirectoryLoader.html" |
| }, |
| { |
| name: "Tencent COS File", |
| link: "tencent_cos_file", |
| source: "Load documents from Tencent Cloud Object Storage File", |
| partnerPackage: false, |
| loaderName: "TencentCOSFileLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.tencent_cos_file.TencentCOSFileLoader.html" |
| }, |
| ] |
| }, |
| messaging_loaders: { |
| link: 'docs/integrations/loaders', |
| columns: [ |
| {title: "Document Loader", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "API reference", formatter: (item) => <a href={ |
| item.apiLink |
| }>{item.loaderName}</a>}, |
| ], |
| items: [ |
| { |
| name: "Telegram", |
| link: "telegram", |
| loaderName: "TelegramChatFileLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.telegram.TelegramChatFileLoader.html" |
| }, |
| { |
| name: "WhatsApp", |
| link: "whatsapp_chat", |
| loaderName: "WhatsAppChatLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/chat_loaders/langchain_community.chat_loaders.whatsapp.WhatsAppChatLoader.html" |
| }, |
| { |
| name: "Discord", |
| link: "discord", |
| loaderName: "DiscordChatLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.discord.DiscordChatLoader.html" |
| }, |
| { |
| name: "Facebook Chat", |
| link: "facebook_chat", |
| loaderName: "FacebookChatLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.facebook_chat.FacebookChatLoader.html" |
| }, |
| { |
| name: "Mastodon", |
| link: "mastodon", |
| loaderName: "MastodonTootsLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.mastodon.MastodonTootsLoader.html" |
| } |
| ] |
| }, |
| productivity_loaders: { |
| link: 'docs/integrations/loaders', |
| columns: [ |
| {title: "Document Loader", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "API reference", formatter: (item) => <a href={ |
| item.apiLink |
| }>{item.loaderName}</a>}, |
| ], |
| items: [ |
| { |
| name: "Figma", |
| link: "figma", |
| loaderName: "FigmaFileLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.figma.FigmaFileLoader.html" |
| }, |
| { |
| name: "Notion", |
| link: "notion", |
| loaderName: "NotionDirectoryLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.notion.NotionDirectoryLoader.html" |
| }, |
| { |
| name: "Slack", |
| link: "slack", |
| loaderName: "SlackDirectoryLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.slack_directory.SlackDirectoryLoader.html" |
| }, |
| { |
| name: "Quip", |
| link: "quip", |
| loaderName: "QuipLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.quip.QuipLoader.html" |
| }, |
| { |
| name: "Trello", |
| link: "trello", |
| loaderName: "TrelloLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.trello.TrelloLoader.html" |
| }, |
| { |
| name: "Roam", |
| link: "roam", |
| loaderName: "RoamLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.roam.RoamLoader.html" |
| }, |
| { |
| name: "GitHub", |
| link: "github", |
| loaderName: "GithubFileLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.github.GithubFileLoader.html" |
| } |
| ] |
| }, |
| social_loaders: { |
| link: 'docs/integrations/loaders', |
| columns: [ |
| {title: "Document Loader", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "API reference", formatter: (item) => <a href={ |
| item.apiLink |
| }>{item.loaderName}</a>}, |
| ], |
| items: [ |
| { |
| name: "Twitter", |
| link: "twitter", |
| loaderName: "TwitterTweetLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.twitter.TwitterTweetLoader.html" |
| }, |
| { |
| name: "Reddit", |
| link: "RedditPostsLoader", |
| loaderName: "RedditPostsLoader", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.reddit.RedditPostsLoader.html" |
| }, |
| ] |
| }, |
| webpage_loaders: { |
| link: 'docs/integrations/loaders', |
| columns: [ |
| {title: "Document Loader", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "Description", formatter: (item) => item.source}, |
| {title: "Package/API", formatter: (item) => item.api}, |
| ], |
| items: [ |
| { |
| name: "Web", |
| link: "web_base", |
| source: "Uses urllib and BeautifulSoup to load and parse HTML web pages", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.web_base.WebBaseLoader.html" |
| }, |
| { |
| name: "Unstructured", |
| link: "unstructured_file", |
| source: "Uses Unstructured to load and parse web pages", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/unstructured/document_loaders/langchain_unstructured.document_loaders.UnstructuredLoader.html" |
| }, |
| { |
| name: "RecursiveURL", |
| link: "recursive_url", |
| source: "Recursively scrapes all child links from a root URL", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.recursive_url_loader.RecursiveUrlLoader.html" |
| }, |
| { |
| name: "Sitemap", |
| link: "sitemap", |
| source: "Scrapes all pages on a given sitemap", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.sitemap.SitemapLoader.html" |
| }, |
| { |
| name: "Firecrawl", |
| link: "firecrawl", |
| source: "API service that can be deployed locally, hosted version has free credits.", |
| api: "API", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.firecrawl.FireCrawlLoader.html" |
| }, |
| { |
| name: "Docling", |
| link: "docling", |
| source: "Uses Docling to load and parse web pages", |
| api: "Package", |
| apiLink: "https://python.langchain.com/docs/integrations/document_loaders/docling/" |
| }, |
| { |
| name: "Hyperbrowser", |
| link: "hyperbrowser", |
| source: "Platform for running and scaling headless browsers, can be used to scrape/crawl any site", |
| api: "API", |
| apiLink: "https://python.langchain.com/docs/integrations/document_loaders/hyperbrowser/" |
| }, |
| { |
| name: "AgentQL", |
| link: "agentql", |
| source: "Web interaction and structured data extraction from any web page using an AgentQL query or a Natural Language prompt", |
| api: "API", |
| apiLink: "https://python.langchain.com/docs/integrations/document_loaders/agentql/" |
| } |
| ] |
| }, |
| pdf_loaders: { |
| link: 'docs/integrations/loaders', |
| columns: [ |
| {title: "Document Loader", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "Description", formatter: (item) => item.source}, |
| {title: "Package/API", formatter: (item) => item.api}, |
| ], |
| items: [ |
| { |
| name: "PyPDF", |
| link: "pypdfloader", |
| source: "Uses `pypdf` to load and parse PDFs", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.pdf.PyPDFLoader.html" |
| }, |
| { |
| name: "Unstructured", |
| link: "unstructured_file", |
| source: "Uses Unstructured's open source library to load PDFs", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/unstructured/document_loaders/langchain_unstructured.document_loaders.UnstructuredLoader.html" |
| }, |
| { |
| name: "Amazon Textract", |
| link: "amazon_textract", |
| source: "Uses AWS API to load PDFs", |
| api: "API", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.pdf.AmazonTextractPDFLoader.html" |
| }, |
| { |
| name: "MathPix", |
| link: "mathpix", |
| source: "Uses MathPix to load PDFs", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.pdf.MathpixPDFLoader.html" |
| }, |
| { |
| name: "PDFPlumber", |
| link: "pdfplumber", |
| source: "Load PDF files using PDFPlumber", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.pdf.PDFPlumberLoader.html" |
| }, |
| { |
| name: "PyPDFDirectry", |
| link: "pypdfdirectory", |
| source: "Load a directory with PDF files", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.pdf.PyPDFDirectoryLoader.html" |
| }, |
| { |
| name: "PyPDFium2", |
| link: "pypdfium2", |
| source: "Load PDF files using PyPDFium2", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.pdf.PyPDFium2Loader.html" |
| }, |
| { |
| name: "PyMuPDF", |
| link: "pymupdf", |
| source: "Load PDF files using PyMuPDF", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.pdf.PyMuPDFLoader.html" |
| }, |
| { |
| name: "PyMuPDF4LLM", |
| link: "pymupdf4llm", |
| source: "Load PDF content to Markdown using PyMuPDF4LLM", |
| api: "Package", |
| apiLink: "https://github.com/lakinduboteju/langchain-pymupdf4llm" |
| }, |
| { |
| name: "PDFMiner", |
| link: "pdfminer", |
| source: "Load PDF files using PDFMiner", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.pdf.PDFMinerLoader.html" |
| }, |
| { |
| name: "Upstage Document Parse Loader", |
| link: "upstage", |
| source: "Load PDF files using UpstageDocumentParseLoader", |
| api: "Package", |
| apiLink: "https://python.langchain.com/api_reference/upstage/document_parse/langchain_upstage.document_parse.UpstageDocumentParseLoader.html" |
| }, |
| { |
| name: "Docling", |
| link: "docling", |
| source: "Load PDF files using Docling", |
| api: "Package", |
| apiLink: "https://python.langchain.com/docs/integrations/document_loaders/docling/" |
| } |
| ] |
| }, |
| common_loaders: { |
| link: 'docs/integrations/loaders', |
| columns: [ |
| {title: "Document Loader", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "Data Type", formatter: (item) => item.source}, |
| ], |
| items: [ |
| { |
| name: "CSVLoader", |
| link: "csv", |
| source: "CSV files", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.csv_loader.CSVLoader.html" |
| }, |
| { |
| name: "DirectoryLoader", |
| link: "../../how_to/document_loader_directory", |
| source: "All files in a given directory", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.directory.DirectoryLoader.html" |
| }, |
| { |
| name: "Unstructured", |
| link: "unstructured_file", |
| source: "Many file types (see https://docs.unstructured.io/platform/supported-file-types)", |
| apiLink: "https://python.langchain.com/api_reference/unstructured/document_loaders/langchain_unstructured.document_loaders.UnstructuredLoader.html" |
| }, |
| { |
| name: "JSONLoader", |
| link: "json", |
| source: "JSON files", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.json_loader.JSONLoader.html" |
| }, |
| { |
| name: "BSHTMLLoader", |
| link: "bshtml", |
| source: "HTML files", |
| apiLink: "https://python.langchain.com/api_reference/community/document_loaders/langchain_community.document_loaders.html_bs.BSHTMLLoader.html" |
| }, |
| { |
| name: "DoclingLoader", |
| link: "../../integrations/document_loaders/docling", |
| source: "Various file types (see https://ds4sd.github.io/docling/)", |
| apiLink: "https://python.langchain.com/docs/integrations/document_loaders/docling/" |
| }, |
| ] |
| }, |
| vectorstores: { |
| link: 'docs/integrations/vectorstores', |
| columns: [ |
| {title: "Vectorstore", formatter: (item) => <a href={ |
| item.link |
| }>{item.name}</a>}, |
| {title: "Delete by ID", formatter: (item) => item.deleteById ? "✅" : "❌"}, |
| {title: "Filtering", formatter: (item) => item.filtering ? "✅" : "❌"}, |
| {title: "Search by Vector", formatter: (item) => item.searchByVector ? "✅" : "❌"}, |
| {title: "Search with score", formatter: (item) => item.searchWithScore ? "✅" : "❌"}, |
| {title: "Async", formatter: (item) => item.async ? "✅" : "❌"}, |
| {title: "Passes Standard Tests", formatter: (item) => item.passesStandardTests ? "✅" : "❌"}, |
| {title: "Multi Tenancy", formatter: (item) => item.multiTenancy ? "✅" : "❌"}, |
| {title: "IDs in add Documents", formatter: (item) => item.idsInAddDocuments ? "✅" : "❌"}, |
| |
| ], |
| items: [ |
| { |
| name: "AstraDBVectorStore", |
| link: "astradb", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "Chroma", |
| link: "chroma", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "Clickhouse", |
| link: "clickhouse", |
| deleteById: true, |
| filtering: true, |
| searchByVector: false, |
| searchWithScore: true, |
| async: false, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "CouchbaseVectorStore", |
| link: "couchbase", |
| deleteById: true, |
| filtering: true, |
| searchByVector: false, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "DatabricksVectorSearch", |
| link: "databricks_vector_search", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: false, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "ElasticsearchStore", |
| link: "elasticsearch", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "FAISS", |
| link: "faiss", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "InMemoryVectorStore", |
| link: "https://python.langchain.com/api_reference/core/vectorstores/langchain_core.vectorstores.in_memory.InMemoryVectorStore.html", |
| deleteById: true, |
| filtering: true, |
| searchByVector: false, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "Milvus", |
| link: "milvus", |
| deleteById: true, |
| filtering: true, |
| searchByVector: false, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "MongoDBAtlasVectorSearch", |
| link: "mongodb_atlas", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "PGVector", |
| link: "pgvector", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "PineconeVectorStore", |
| link: "pinecone", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: false, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "QdrantVectorStore", |
| link: "qdrant", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "Redis", |
| link: "redis", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "Weaviate", |
| link: "weaviate", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: true, |
| passesStandardTests: false, |
| multiTenancy: true, |
| local: true, |
| idsInAddDocuments: false, |
| }, |
| { |
| name: "SQLServer", |
| link: "sqlserver", |
| deleteById: true, |
| filtering: true, |
| searchByVector: true, |
| searchWithScore: true, |
| async: false, |
| passesStandardTests: false, |
| multiTenancy: false, |
| local: false, |
| idsInAddDocuments: false, |
| }, |
| ], |
| } |
| }; |
|
|
| const DEPRECATED_DOC_IDS = [ |
| "integrations/chat/anthropic_functions", |
| "integrations/chat/ernie", |
| "integrations/chat/ollama_functions", |
| "integrations/document_loaders/airbyte_cdk", |
| "integrations/document_loaders/airbyte_gong", |
| "integrations/document_loaders/airbyte_hubspot", |
| "integrations/document_loaders/airbyte_json", |
| "integrations/document_loaders/airbyte_salesforce", |
| "integrations/document_loaders/airbyte_shopify", |
| "integrations/document_loaders/airbyte_stripe", |
| "integrations/document_loaders/airbyte_typeform", |
| "integrations/document_loaders/airbyte_zendesk_support", |
| "integrations/llms/anthropic", |
| "integrations/text_embedding/ernie", |
| ]; |
|
|
| function toTable(columns, items) { |
| const headers = columns.map((col) => col.title); |
| return ( |
| <table> |
| <thead> |
| <tr> |
| {headers.map((header, i) => <th key={`header-${i}`}>{header}</th>)} |
| </tr> |
| </thead> |
| <tbody> |
| {items.map((item, i) => ( |
| <tr key={`row-${i}`}> |
| {columns.map((col, j) => <td key={`cell-${i}-${j}`}>{col.formatter(item)}</td>)} |
| </tr> |
| ))} |
| </tbody> |
| </table> |
| ); |
| } |
|
|
| export function CategoryTable({ category }) { |
| const cat = FEATURE_TABLES[category]; |
| const rtn = toTable(cat.columns, cat.items); |
| return rtn; |
| } |
|
|
| export function ItemTable({ category, item }) { |
| const cat = FEATURE_TABLES[category]; |
| const row = cat.items.find((i) => i.name === item); |
| if (!row) { |
| throw new Error(`Item ${item} not found in category ${category}`); |
| } |
| const rtn = toTable(cat.columns, [row]); |
| return rtn; |
| } |
|
|
| function truncate(str, n) { |
| return (str.length > n) ? str.substring(0, n-1) + '...' : str; |
| } |
|
|
| export function IndexTable() { |
| const { items } = useCurrentSidebarCategory(); |
|
|
| const rows = items |
| .filter( |
| (item) => |
| !item.docId?.endsWith?.("/index") && |
| !DEPRECATED_DOC_IDS.includes(item.docId) |
| ) |
| .map((item) => ({ |
| ...item, |
| description: useDocById(item.docId ?? undefined)?.description, |
| })); |
| const rtn = toTable( |
| [ |
| { |
| title: "Name", |
| formatter: (item) => <a href={item.href}>{item.label}</a>, |
| }, |
| { |
| title: "Description", |
| formatter: (item) => truncate(item.description ?? "", 70), |
| }, |
| ], |
| rows, |
| ); |
| return rtn; |
| } |
|
|
