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GenAI – What Is Multi Hop RAG Architecture ?
GenAI – What Is Multi Hop RAG Architecture ? Scenario: How To Design The Multi Hop RAG System ? Answer: Why We Need Multi Hop RAG ? How Does Multi Hop RAG Works ? How Does Multi Hop RAG Connects To Different Document Sources ? How to configure each retrieval hop to query a different vector database, search engine, or API, depending on the nature of the sub-question ? from langchain.chains import RetrievalQA from langchain.vectorstores import FAISS from langchain.agents import initialize_agent, Tool # Define different retrievers medical_vector_db = FAISS.load_local("path_to_medical_vector_store") search_engine = ElasticSearchRetriever(index_name="company_data") api_fda = APIRetriever("https://api.fda.gov") general_search = GoogleCustomSearchAPI() # Define
