Dev Tools · 1h ago
Hugging Face smolagents Lets AI Write and Fix SQL Queries
Hugging Face's open-source smolagents library enables AI agents to generate SQL queries, execute them, and correct errors automatically. The CodeAgent approach writes Python code step-by-step, observing results before continuing. This reduces the fragility of single-pass text-to-SQL pipelines.
Meridian48 take
While promising, smolagents still relies on the underlying LLM's quality and may struggle with complex schemas or ambiguous questions.
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AI Agents That Speak SQL: Text-to-SQL with Hugging Face smolagents →
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