Show HN: ChatGPT for Your Data https://ift.tt/5AwtQsj

Show HN: ChatGPT for Your Data I built an ai agent that can connect to your database. There's a lot of text-to-sql ai tools out there, here are the 2 key differences about my approach: 1. AI Agent - I give the Agent a bunch of tools and let it decide what tools to call, in what order, with which parameters, in order to help the user. this means you can ask super vague questions and the agent helps you think through coming up with a good answer. 2. Metadata graph & embeddings - I use an LLM to create metadata about the db schemas including things like join keys, column descriptions, and table contents. I also convert this metadata into embeddings. this powers a kNN search that the agent can use to find the right data in the db. if you would be willing to give it a try please put in your email on the page. thanks! https://ift.tt/DfVFw6O January 26, 2024 at 01:57AM