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1 contribution to Data Alchemy
RAG with source URL
Hi, my first time posting here. Iโ€™m building a RAG application that takes in blog posts as a knowledge base and guide readers to the appropriate blog post based on their interest. However, I'm having a trouble grabbing the links to the relevant articles when relying to the user Iโ€™m using - Pinecone as a vector store - Langchain agent with gpt-3.5-turbo I have embedded the blog posts and put URLs as a metadata. Does anybody know how to grab the links associated with the articles?
0 likes โ€ข May '24
@Brandon Phillips thank you for your reply. I looked into whatโ€™s going into the agent and found only the content is going in and not the metadata which contains the url. I use the create_retriever_tool function for turning the retriever to a tool but I guess it doesnโ€™t give me a control over whether to use the metadata in the response or not. How would you go about including the metadata to the response?
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Mizuki Nakano
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@mizuki-nakano-8193
AI / Data Engineer from Tokyo, now living in Vancouver BC!

Active 51d ago
Joined Feb 18, 2024
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