Extensions

• LangChain
  • Installation and Setup
  • Chat Model
  • LLMs
  • Embedding Models
  • Rerank
  • API reference
• LlamaIndex
  • Installation and Setup
  • LLMs
  • Embedding Models
  • API reference
• RAG
  • Chunkers
    • LangChainChunker
      • LangChainChunker
        • LangChainChunker.from_dict()
        • LangChainChunker.split_documents()
        • LangChainChunker.supported_methods
        • LangChainChunker.to_dict()
    • HybridSemanticChunker
      • HybridSemanticChunker
        • HybridSemanticChunker.from_dict()
        • HybridSemanticChunker.get_chunks()
        • HybridSemanticChunker.precompute_vectors()
        • HybridSemanticChunker.split_documents()
        • HybridSemanticChunker.to_dict()
    • BaseChunker
      • BaseChunker
        • BaseChunker.from_dict()
        • BaseChunker.split_documents()
        • BaseChunker.to_dict()
  • Retrievers
    • Retriever
      • Retriever.from_vector_store()
      • Retriever.retrieve()
      • Retriever.to_dict()
      • Retriever.to_langchain_tool()
    • RetrievalMethod
      • RetrievalMethod.SIMPLE
      • RetrievalMethod.WINDOW
    • BaseRetriever
      • BaseRetriever.from_vector_store()
      • BaseRetriever.retrieve()
      • BaseRetriever.to_dict()
  • Vector Stores
    • VectorStore
      • VectorStore
        • VectorStore.add_documents()
        • VectorStore.add_documents_async()
        • VectorStore.as_langchain_retriever()
        • VectorStore.clear()
        • VectorStore.count()
        • VectorStore.delete()
        • VectorStore.from_dict()
        • VectorStore.get_client()
        • VectorStore.search()
        • VectorStore.set_embeddings()
        • VectorStore.to_dict()
        • VectorStore.window_search()
    • MilvusVectorStore
      • MilvusVectorStore
        • MilvusVectorStore.add_documents()
        • MilvusVectorStore.add_documents_async()
        • MilvusVectorStore.clear()
        • MilvusVectorStore.count()
        • MilvusVectorStore.from_dict()
        • MilvusVectorStore.get_client()
        • MilvusVectorStore.to_dict()
    • ElasticsearchVectorStore
      • ElasticsearchVectorStore
        • ElasticsearchVectorStore.add_documents()
        • ElasticsearchVectorStore.clear()
        • ElasticsearchVectorStore.count()
        • ElasticsearchVectorStore.from_dict()
        • ElasticsearchVectorStore.get_client()
        • ElasticsearchVectorStore.to_dict()
      • HybridStrategyElasticsearch
        • HybridStrategyElasticsearch.before_index_creation()
        • HybridStrategyElasticsearch.es_mappings_settings()
        • HybridStrategyElasticsearch.es_query()
        • HybridStrategyElasticsearch.from_dict()
        • HybridStrategyElasticsearch.needs_inference()
        • HybridStrategyElasticsearch.to_dict()
    • DB2VectorStore
      • DB2VectorStore
        • DB2VectorStore.add_documents()
        • DB2VectorStore.clear()
        • DB2VectorStore.count()
        • DB2VectorStore.from_dict()
        • DB2VectorStore.get_client()
        • DB2VectorStore.to_dict()
    • BaseVectorStore
      • BaseVectorStore
        • BaseVectorStore.add_documents()
        • BaseVectorStore.add_documents_async()
        • BaseVectorStore.as_langchain_retriever()
        • BaseVectorStore.clear()
        • BaseVectorStore.count()
        • BaseVectorStore.delete()
        • BaseVectorStore.get_client()
        • BaseVectorStore.search()
        • BaseVectorStore.window_search()
    • VectorStoreConnector
      • VectorStoreConnector
        • VectorStoreConnector.get_chroma()
        • VectorStoreConnector.get_db2()
        • VectorStoreConnector.get_elasticsearch()
        • VectorStoreConnector.get_from_type()
        • VectorStoreConnector.get_langchain_adapter()
        • VectorStoreConnector.get_milvus()
        • VectorStoreConnector.get_type_from_langchain_vector_store()
    • VectorStoreDataSourceType
      • VectorStoreDataSourceType
        • VectorStoreDataSourceType.CHROMA
        • VectorStoreDataSourceType.DB2
        • VectorStoreDataSourceType.ELASTICSEARCH
        • VectorStoreDataSourceType.MILVUS
        • VectorStoreDataSourceType.MILVUS_WXD
        • VectorStoreDataSourceType.UNDEFINED
    • LangChainVectorStoreAdapter
      • LangChainVectorStoreAdapter
        • LangChainVectorStoreAdapter.add_documents()
        • LangChainVectorStoreAdapter.add_documents_async()
        • LangChainVectorStoreAdapter.as_langchain_retriever()
        • LangChainVectorStoreAdapter.clear()
        • LangChainVectorStoreAdapter.count()
        • LangChainVectorStoreAdapter.delete()
        • LangChainVectorStoreAdapter.get_client()
        • LangChainVectorStoreAdapter.search()
        • LangChainVectorStoreAdapter.window_search()