--- title: "MindSQL vs raglite" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/mindinventory-mindsql-vs-superlinear-ai-raglite" tools: ["mindinventory-mindsql", "superlinear-ai-raglite"] --- # MindSQL vs raglite *GraphCanon updated Jul 12, 2026* ## Verdict Pick MindSQL when license: MindSQL is GPL-3.0, raglite is MPL-2.0; pick raglite when license: raglite is MPL-2.0, MindSQL is GPL-3.0. [MindSQL](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) reports 445 GitHub stars, 46 forks, and 10 open issues, last pushed Jul 16, 2025. [raglite](https://github.com/superlinear-ai/raglite) has 1.2k stars, 108 forks, and 13 open issues, last pushed Jul 9, 2026. Figures are from public GitHub metadata via [MindSQL's repository](https://github.com/Mindinventory/MindSQL) and [raglite's repository](https://github.com/superlinear-ai/raglite). | | [MindSQL](/tools/mindinventory-mindsql.md) | [raglite](/tools/superlinear-ai-raglite.md) | | --- | --- | --- | | Tagline | 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 nat | Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL | | Stars | 445 | 1,194 | | Forks | 46 | 108 | | Open issues | 10 | 13 | | Language | Python | Python | | Adopt for | - | RAGLite offers specialized capabilities for integrating Retrieval-Augmented Generation (RAG) models with DuckDB or PostgreSQL. | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | MPL-2.0 | | Categories | LLM Frameworks, Vector Databases | Data & Retrieval, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [MindSQL](/tools/mindinventory-mindsql.md) | [raglite](/tools/superlinear-ai-raglite.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 360d | 2d | | Open issues (now) | 10 | 13 | | Full report | [trust report](/tools/mindinventory-mindsql/trust.md) | [trust report](/tools/superlinear-ai-raglite/trust.md) | ## Decision facts: raglite - **Adopt for:** RAGLite offers specialized capabilities for integrating Retrieval-Augmented Generation (RAG) models with DuckDB or PostgreSQL. ## Choose when ### Choose MindSQL if… - License: MindSQL is GPL-3.0, raglite is MPL-2.0. - Tags unique to MindSQL: chatbot, gemini, langchain, python. - Also covers LLM Frameworks, Vector Databases. ### Choose raglite if… - License: raglite is MPL-2.0, MindSQL is GPL-3.0. - Tags unique to raglite: chainlit, colbert, duckdb, evals. - Also covers Data & Retrieval, Model Training. - 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 MindSQL - Last GitHub push was 361 days ago (slowing maintenance, Jul 16, 2025). Validate activity before betting a new project on MindSQL. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## 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. ## Common questions ### What is the difference between MindSQL and raglite? MindSQL: 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 nat. 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, gemini, langchain, python; Also covers LLM Frameworks, Vector Databases. ### 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; Also covers Data & Retrieval, Model Training; 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? Last GitHub push was 361 days ago (slowing maintenance, Jul 16, 2025). Validate activity before betting a new project on MindSQL. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### 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 (1,194 vs 445). 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](/tools/mindinventory-mindsql/alternatives) and [raglite alternatives](/tools/superlinear-ai-raglite/alternatives) ([MindSQL markdown twin](/tools/mindinventory-mindsql/alternatives.md), [raglite markdown twin](/tools/superlinear-ai-raglite/alternatives.md)), 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](/compare/mindinventory-mindsql-vs-superlinear-ai-raglite.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, MindSQL or raglite? MindSQL: Slowing. 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](/tools/mindinventory-mindsql/trust); [raglite trust report](/tools/superlinear-ai-raglite/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=mindinventory-mindsql`](/api/graphcanon/graph?tool=mindinventory-mindsql) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_