Retrievers

🚀

Enhanced

Direct integration with Langfuse tracing


Retriever nodes return documents given an unstructured query. It is more general than a vector store. A retriever does not need to be able to store documents, only to return (or retrieve) them.

Retriever Nodes:

  • Cohere Rerank Retriever
  • Embeddings Filter Retriever
  • HyDE Retriever
  • LLM Filter Retriever
  • Multi Query Retriever
  • Prompt Retriever
  • Reciprocal Rank Fusion Retriever
  • Similarity Score Threshold Retriever
  • Vector Store Retriever
  • Voyage AI Rerank Retriever