Offline, schema-aware Text-to-SQL engine with optional LLM backends
Project description
Intelligent Text-to-SQL
A zero-cost, offline, schema-aware Text-to-SQL engine using local LLMs.
Features
- No paid APIs
- Works offline (Ollama)
- Schema-aware SQL generation
- Handles ambiguity & hallucinations
- Safe SQL execution
- pip-installable
Installation
pip install -e .
from intelligent_text2sql import Text2SQL
engine = Text2SQL("sqlite:///data/sales.db")
result = engine.run("Show top customers by total purchase")
print(result["sql"])
print(result["data"])
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