Translations:FACTS About Building Retrieval Augmented Generation-based Chatbots/26/zh: Difference between revisions

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    Message definition (FACTS About Building Retrieval Augmented Generation-based Chatbots)
    '''Hybrid Search''': We noticed that Vector databases are not so good at handling matching entities (e.g., people names, places, company names etc.). Using a combination of Lexical search (e.g., elastic search) and vector search provided better retrieval relevancy and more coverage. Setting up an infrastructure that supports hybrid search capabilities, which combines the strengths of both lexical and vector-based searches, can enhance the accuracy and speed of the retrieval process.

    "混合搜索":我们注意到,向量数据库在处理匹配实体(例如人名、地名、公司名称等)方面表现不佳。结合词汇搜索(例如,弹性搜索)和向量搜索可以提供更好的检索相关性和更广的覆盖范围。建立支持混合搜索功能的基础设施,结合词汇和向量搜索的优势,可以提高检索过程的准确性和速度。