{"data":{"slug":"mindinventory-mindsql","name":"MindSQL","tagline":"A Python Text-to-SQL RAG Library simplifying database interactions with natural language queries.","github_url":"https://github.com/Mindinventory/MindSQL","owner":"Mindinventory","repo":"MindSQL","owner_avatar_url":"https://avatars.githubusercontent.com/u/16474404?v=4","primary_language":"Python","stars":447,"forks":48,"topics":["chatbot","gemini","langchain","rag","retrival-augmented","text-to-sql"],"archived":false,"github_pushed_at":"2025-07-16T09:31:05+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/mindinventory-mindsql","markdown_url":"https://www.graphcanon.com/tools/mindinventory-mindsql.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mindinventory-mindsql","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mindinventory-mindsql","description":"MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.","homepage_url":"https://www.mindinventory.com/text-to-sql-mindsql.php?utm_source=sampromotiion&utm_medium=Button&utm_campaign=sampromotion&utm_id=sampromotion&utm_term=sampromotiion&utm_content=sampromotiion","license":"GPL-3.0","open_issues":10,"watchers":8,"ai_summary":"MindSQL is a library that uses RAG and models like GPT-4 to enable text-to-SQL interaction for databases including PostgreSQL, MySQL, SQLite, Snowflake, BigQuery. Supports ChromaDB and Faiss.","readme_excerpt":"## 🚀 Installation\n\nTo install MindSQL, you can use pip:\n\n```commandline\npip install mindsql\n```\n\nMindSQL requires Python 3.10 or higher.\n\n---\n\n# !pip install mindsql\n\nfrom mindsql.core import MindSQLCore\nfrom mindsql.databases import Sqlite\nfrom mindsql.llms import GoogleGenAi\nfrom mindsql.vectorstores import ChromaDB","github_created_at":"2024-03-01T10:13:07+00:00","created_at":"2026-07-11T10:40:23.259737+00:00","updated_at":"2026-08-07T18:02:02.190391+00:00","categories":[{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"chatbot","name":"chatbot"},{"slug":"langchain","name":"langchain"},{"slug":"rag","name":"rag"},{"slug":"retrival-augmented","name":"retrival-augmented"},{"slug":"text-to-sql","name":"text-to-sql"}],"trust":{"provenance":{"is_fork":false,"github_id":765636168,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-07T18:02:01.354Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":387,"last_release_at":"2024-03-13T06:11:43Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:40:24.895Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-07T18:02:01.826Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-08-07T18:02:01.826Z"},"license_spdx":{"value":"GPL-3.0","source":"github.license","observed_at":"2026-08-07T18:02:01.826Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["- When you require text-to-SQL conversion that supports PostgreSQL, MySQL, SQLite, Snowflake, BigQuery with advanced context-aware responses powered by GPT-4 and Llama 2","- In projects needing natural language database interactions that are supported by vectorstores like ChromaDB or Faiss for enhanced query accuracy"],"when_not_to_use":["- If your project only supports Python versions below 3.10, since MindSQL requires at least Python 3.10","- When using incompatible databases not listed such as Oracle, Microsoft SQL Server, because MindSQL's database support is limited to PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery"],"source":"enrich:decision_facts","observed_at":"2026-07-14T21:50:58.060Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"MindSQL uses RAG and models like GPT-4 to transform natural language into SQL queries for multiple databases, leveraging vectorstores such as ChromaDB and Faiss."}]}}