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Re:Show HN: Weaviate – Build your own generative health sear... by ndejaco3 on Tuesday July 18, 2023 @01:33PM (#36776289)
I wonder what Weaviate users think of the GraphQL interface. When using an LLM to do this type of query generation it needs to understand the schema and be trained to generate a semantically correct request. We found better results putting the schema itself in the prompt to help generate valid requests from English. I wonder if a simpler interface might suffice so that the retrieval can be more flexible, though I don't have a better alternative at the moment :)
Re:Show HN: Weaviate – Build your own generative health sear... by edichief on Tuesday July 18, 2023 @07:14PM (#36780254)
Great to hear that you also experimented with this! I agree that this approach is limiting and I think this can be further improved. I'm wondering whether a Retrieval Augmented Generation (RAG) could make this more flexible.