程序包 io.agentscope.core.rag

接口 Knowledge

public interface Knowledge
Interface for knowledge bases.

This interface provides a unified API for storing and retrieving documents in a knowledge base. Knowledge bases are used in RAG (Retrieval-Augmented Generation) systems to provide context to language models.

  • 方法详细资料

    • addDocuments

      reactor.core.publisher.Mono<Void> addDocuments(List<Document> documents)
      Adds documents to the knowledge base.

      Documents are embedded and stored in the vector database for later retrieval.

      参数:
      documents - the list of documents to add
      返回:
      a Mono that completes when all documents have been added

    • retrieve

      reactor.core.publisher.Mono<List<Document>> retrieve(String query, RetrieveConfig config)
      Retrieves relevant documents based on a query.

      The query is embedded and used to search for similar documents in the knowledge base. Results are filtered by the score threshold and limited by the configured limit.

      参数:
      query - the search query text
      config - the retrieval configuration (limit, score threshold, etc.)
      返回:
      a Mono that emits a list of relevant Document objects, sorted by relevance