Show HN: Vanna AI – Open-sourced text-to-SQL in Python

  • Looks nice but I'm confused why it's advertised as if it's training anything. It's just doing retrieval from a vector db and generating a prompt with openai/LLM.

  • Just curious what kinds of models are used in your project?

    https://arxiv.org/abs/2306.08891 One paper seems to suggest trained specialized model can outperform LLM in some tasks.

  • Impressive! Quick question - is it possible to generate sql for a slight variant of sql? My project augments standard sql with a few new constructs.

  • These results are impressive, guys. I'm saving a pointer to dig deeper to glean the details. Tip in the hat for making it open.

  • Open source, but requires an API key?

  • oh how exciting :)

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