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Examples

  • Lazy Graph RAG

    Implements LazyGraphRAG using LangChain and langchain-graph-retriever.

    It loads Wikipedia articles and traverses based on links ("mentions") and named entities (extracted from the content). It retrieves a large number of articles, groups them by community, and extracts claims from each community. The best claims are used to answer the question.

    Lazy Graph RAG Example