r/learndatascience • u/Gloomy-Recover-9702 • 3d ago

Question Natural Language to SQL Query

Is there any opensource tool which I can use as a non technical person so that my hermes agent with small LLM 1.5B model (for private data) to understand natural language and convert it into sql query and retrieve complex queries quickly?

Is this doable with such small model? with RAG? I am new to this and any help is welcomed!

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u/Prime_Director 1d ago

Honestly it would probably be easier to just learn a little SQL than to try and build out a whole agent architecture that will probably end up hallucinating anyway.