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[ARTICLE · art-46646] src=huggingface.co ↗ pub= topic=large-language-models verified=true sentiment=· neutral

Show HN: Voice-to-SQL – ask a database in plain English (LLM → SQL)

A developer released an open-source tool called Voice-to-SQL that uses an LLM (Llama 3.3 70B via Groq) to convert plain English business questions into SQL queries against a sample SaaS database. The tool shows the generated SQL and is available on GitHub.

read1 min views38 publishedJul 1, 2026
Show HN: Voice-to-SQL – ask a database in plain English (LLM → SQL)
Image: Hugging Face Blog

I built this and it is open source. You ask a business question in plain English and an LLM (Llama 3.3 70B via Groq) turns it into SQL and runs it against a sample SaaS database — read-only, SELECT only. It shows the exact SQL it generated.

Code: [https://github.com/Chupacharcos/voice-to-sql-dashboard](https://github.com/Chupacharcos/voice-to-sql-dashboard)
More demos: [https://adrianmoreno-dev.com](https://adrianmoreno-dev.com)

Happy to take feedback.

Comments URL: [https://news.ycombinator.com/item?id=48746183](https://news.ycombinator.com/item?id=48746183)

Points: 1
source & further reading
huggingface.co — original article How To Fine-Tune Models for Better NSFW AI Detection? My Master’s research turned into a PyTorch layer that calms down unstable Transformers New benchmark evaluation: Kavach vs. real prompt-injection attacks (KavachBench)
── more in #large-language-models 4 stories · sorted by recency
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