--- title: "minima vs raglite" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/dmayboroda-minima-vs-superlinear-ai-raglite" tools: ["dmayboroda-minima", "superlinear-ai-raglite"] --- # minima vs raglite *GraphCanon updated Aug 23, 2026* ## Verdict Pick minima if minima is an on-premises conversational RAG tool with flexible deployment options through Docker-compose configurations, catering to fully local setups (Ollama), custom LLMs, ChatGPT integration, and MCP usage; pick raglite if rAGLite offers specialized capabilities for integrating Retrieval-Augmented Generation (RAG) models with DuckDB or PostgreSQL. [minima](https://github.com/dmayboroda/minima) reports 1.0k GitHub stars, 107 forks, and 14 open issues, last pushed Jan 22, 2026. [raglite](https://github.com/superlinear-ai/raglite) has 1.2k stars, 108 forks, and 13 open issues, last pushed Aug 17, 2026. Figures are from public GitHub metadata via [minima's repository](https://github.com/dmayboroda/minima) and [raglite's repository](https://github.com/superlinear-ai/raglite). | | [minima](/tools/dmayboroda-minima.md) | [raglite](/tools/superlinear-ai-raglite.md) | | --- | --- | --- | | Tagline | On-premises conversational RAG with configurable containers | Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL | | Stars | 1,048 | 1,198 | | Forks | 107 | 108 | | Open issues | 14 | 13 | | Language | Python | Python | | Adopt for | Minima is an on-premises conversational RAG tool with flexible deployment options through Docker-compose configurations, catering to fully local setups (Ollama), custom LLMs, ChatGPT integration, and MCP usage. | RAGLite offers specialized capabilities for integrating Retrieval-Augmented Generation (RAG) models with DuckDB or PostgreSQL. | | Persona | - | - | | Runtime | - | - | | License | MPL-2.0 | MPL-2.0 | | Categories | Data & Retrieval, Inference & Serving, Model Training | Data & Retrieval, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [minima](/tools/dmayboroda-minima.md) | [raglite](/tools/superlinear-ai-raglite.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 204d | 5d | | Open issues (now) | 14 | 13 | | Stars delta | -4 (30d) | +2 (30d) | | Full report | [trust report](/tools/dmayboroda-minima/trust.md) | [trust report](/tools/superlinear-ai-raglite/trust.md) | ## Shared compatibility - **ChatGPT**: [minima](/tools/dmayboroda-minima.md) - Works with ChatGPT; [raglite](/tools/superlinear-ai-raglite.md) - Works with ChatGPT ## Decision facts: minima - **Adopt for:** Minima is an on-premises conversational RAG tool with flexible deployment options through Docker-compose configurations, catering to fully local setups (Ollama), custom LLMs, ChatGPT integration, and MCP usage. ## Decision facts: raglite - **Adopt for:** RAGLite offers specialized capabilities for integrating Retrieval-Augmented Generation (RAG) models with DuckDB or PostgreSQL. ## Choose when ### Choose minima if… - Tags unique to minima: ai, claude, custom-gpts, docker. - Also covers Inference & Serving. - - Use Minima for full local control over sensitive data in high-security environments where on-premises deployments are essential. ### Choose raglite if… - 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 minima - - Avoid using Minima if your organization requires strict adherence to a cloud-only deployment strategy. - - Do not choose Minima if you prefer tools that handle local file storage and security entirely through cloud services rather than on-premises configurations. ## 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 minima and raglite? minima: On-premises conversational RAG with configurable containers. 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 minima over raglite? Choose minima over raglite when Tags unique to minima: ai, claude, custom-gpts, docker; Also covers Inference & Serving; - Use Minima for full local control over sensitive data in high-security environments where on-premises deployments are essential. ### When should I choose raglite over minima? Choose raglite over minima when 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 minima? - Avoid using Minima if your organization requires strict adherence to a cloud-only deployment strategy. - Do not choose Minima if you prefer tools that handle local file storage and security entirely through cloud services rather than on-premises configurations. ### 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 minima or raglite more popular on GitHub? raglite has more GitHub stars (1,198 vs 1,048). Stars measure visibility, not whether either tool fits your constraints. ### Are minima and raglite open source? Yes - both are open-source projects on GitHub (minima: MPL-2.0, raglite: MPL-2.0). ### Where can I find alternatives to minima or raglite? GraphCanon lists graph-backed alternatives at [minima alternatives](/tools/dmayboroda-minima/alternatives) and [raglite alternatives](/tools/superlinear-ai-raglite/alternatives) ([minima markdown twin](/tools/dmayboroda-minima/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/dmayboroda-minima-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, minima or raglite? minima: 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 minima and raglite? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [minima trust report](/tools/dmayboroda-minima/trust); [raglite trust report](/tools/superlinear-ai-raglite/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=dmayboroda-minima`](/api/graphcanon/graph?tool=dmayboroda-minima) - 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/_