abhijithneilabraham/tableQA
AI Tool for querying natural language on tabular data.
Leverages HuggingFace transformers QA models to convert natural language queries into executable SQL, supporting SELECT operations with aggregations and WHERE conditions across multiple data sources. Includes fuzzy string matching for incomplete column references, optional manual schema definition for semantic mapping, and integrates with SQLite, PostgreSQL, MySQL, and Amazon RDS/S3. Requires no model training and auto-generates schemas when not provided.
318 stars and 71 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
318
Forks
45
Language
Python
License
GPL-3.0
Category
Last pushed
Nov 29, 2023
Monthly downloads
71
Commits (30d)
0
Dependencies
10
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