Comparison
MindSQL vs raglite
Verdict
Pick MindSQL if 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; pick raglite if rAGLite offers specialized capabilities for integrating Retrieval-Augmented Generation (RAG) models with DuckDB or PostgreSQL.
Markdown twin · MindSQL alternatives · raglite alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | MindSQL | raglite |
|---|---|---|
| Maintenance | Dormant (387d since push) As of 2w · github_public_v1 | Very active (5d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- MindSQL
- A Python Text-to-SQL RAG Library simplifying database interactions with natural language queries.
- raglite
- Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
Stars
- MindSQL
- 447
- raglite
- 1.2k
Forks
- MindSQL
- 48
- raglite
- 108
Open issues
- MindSQL
- 10
- raglite
- 13
Language
- MindSQL
- Python
- raglite
- Python
Adopt for
- MindSQL
- 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.
- raglite
- RAGLite offers specialized capabilities for integrating Retrieval-Augmented Generation (RAG) models with DuckDB or PostgreSQL.
Persona
- MindSQL
- -
- raglite
- -
Runtime
- MindSQL
- -
- raglite
- -
License
- MindSQL
- GPL-3.0
- raglite
- MPL-2.0
Last pushed
- MindSQL
- Jul 16, 2025
- raglite
- Aug 17, 2026
Categories
- MindSQL
- Data & Retrieval, Model Training
- raglite
- Data & Retrieval, Model Training
Trust and health
Maintenance
- MindSQL
- Dormant (18%)
- raglite
- Very active (96%)
Days since push
- MindSQL
- 387d
- raglite
- 5d
Open issues (now)
- MindSQL
- 10
- raglite
- 13
Stars delta
- MindSQL
- Unknown
- raglite
- +2 (30d)
Open issues delta
- MindSQL
- Unknown
- raglite
- 0 (30d)
Full report
- MindSQL
- Trust report
- raglite
- Trust report
Shared compatibility
- Python · MindSQL: Python runtime · raglite: Python runtime
Choose MindSQL if…
- License: MindSQL is GPL-3.0, raglite is MPL-2.0.
- Tags unique to MindSQL: chatbot, langchain, rag, retrival-augmented.
- - 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
When NOT to use MindSQL
- - 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
Choose raglite if…
- License: raglite is MPL-2.0, MindSQL is GPL-3.0.
- Tags unique to raglite: chainlit, colbert, duckdb, evals.
- raglite ships Docker support for self-hosted deployment.
- - You need to leverage Retriever-Reader architectures specifically optimized for either DuckDB or PostgreSQL backend databases.
When NOT to use raglite
- - The project demands integration with RAG systems that natively support database backends other than DuckDB and PostgreSQL, as RAGLite is limited to these two options.
- - You are looking for a more generalized framework that supports multiple vector search engines besides those compatible with DuckDB or PostgreSQL.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Mindinventory/MindSQL) · observed Aug 7, 2026
- GitHub forks (Mindinventory/MindSQL) · observed Aug 7, 2026
- Last push (Mindinventory/MindSQL) · observed Jul 16, 2025
- License file (GPL-3.0) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (superlinear-ai/raglite) · observed Aug 23, 2026
- GitHub forks (superlinear-ai/raglite) · observed Aug 23, 2026
- Last push (superlinear-ai/raglite) · observed Aug 17, 2026
- License file (MPL-2.0) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: MindSQL 447 · raglite 1.2k (synced Aug 7, 2026).
Common questions
- What is the difference between MindSQL and raglite?
- MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions with natural language queries.. raglite: Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL. See the comparison table for live GitHub stats and shared categories.
- When should I choose MindSQL over raglite?
- Choose MindSQL over raglite when License: MindSQL is GPL-3.0, raglite is MPL-2.0; Tags unique to MindSQL: chatbot, langchain, rag, retrival-augmented; - 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.
- When should I choose raglite over MindSQL?
- Choose raglite over MindSQL when License: raglite is MPL-2.0, MindSQL is GPL-3.0; Tags unique to raglite: chainlit, colbert, duckdb, evals; raglite ships Docker support for self-hosted deployment; - You need to leverage Retriever-Reader architectures specifically optimized for either DuckDB or PostgreSQL backend databases.
- When should I avoid MindSQL?
- - 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
- When should I avoid raglite?
- - The project demands integration with RAG systems that natively support database backends other than DuckDB and PostgreSQL, as RAGLite is limited to these two options. - You are looking for a more generalized framework that supports multiple vector search engines besides those compatible with DuckDB or PostgreSQL.
- Is MindSQL or raglite more popular on GitHub?
- raglite has more GitHub stars (1,198 vs 447). Stars measure visibility, not whether either tool fits your constraints.
- Are MindSQL and raglite open source?
- Yes - both are open-source projects on GitHub (MindSQL: GPL-3.0, raglite: MPL-2.0).
- Where can I find alternatives to MindSQL or raglite?
- GraphCanon lists graph-backed alternatives at MindSQL alternatives and raglite alternatives (MindSQL markdown twin, raglite markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, MindSQL or raglite?
- MindSQL: Dormant. raglite: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for MindSQL and raglite?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: MindSQL trust report; raglite trust report.