Comparison
docmind-ai-llm vs MindSQL
Verdict
Pick docmind-ai-llm if docMind AI is an open-source Python application using local Large Language Models for offline document analysis. It supports various file formats and offers secure and private insights extraction; 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.
Markdown twin · docmind-ai-llm alternatives · MindSQL alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | docmind-ai-llm | MindSQL |
|---|---|---|
| Maintenance | Very active (1d since push) As of 1w · github_public_v1 | Dormant (387d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1w · github_public_v1 | Not a fork · Organization account As of 2w · 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
- docmind-ai-llm
- Open-source Streamlit application for advanced offline document analysis using LLMs
- MindSQL
- A Python Text-to-SQL RAG Library simplifying database interactions with natural language queries.
Stars
- docmind-ai-llm
- 147
- MindSQL
- 447
Forks
- docmind-ai-llm
- 27
- MindSQL
- 48
Open issues
- docmind-ai-llm
- 28
- MindSQL
- 10
Language
- docmind-ai-llm
- Python
- MindSQL
- Python
Adopt for
- docmind-ai-llm
- DocMind AI is an open-source Python application using local Large Language Models for offline document analysis. It supports various file formats and offers secure and private insights extraction.
- 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.
Persona
- docmind-ai-llm
- -
- MindSQL
- -
Runtime
- docmind-ai-llm
- docker platform
- MindSQL
- -
License
- docmind-ai-llm
- MIT
- MindSQL
- GPL-3.0
Last pushed
- docmind-ai-llm
- Aug 12, 2026
- MindSQL
- Jul 16, 2025
Categories
- docmind-ai-llm
- AI Agents, Data & Retrieval, Model Training
- MindSQL
- Data & Retrieval, Model Training
Trust and health
Maintenance
- docmind-ai-llm
- Very active (96%)
- MindSQL
- Dormant (18%)
Days since push
- docmind-ai-llm
- 1d
- MindSQL
- 387d
Open issues (now)
- docmind-ai-llm
- 28
- MindSQL
- 10
Owner type
- docmind-ai-llm
- User
- MindSQL
- Organization
Full report
- docmind-ai-llm
- Trust report
- MindSQL
- Trust report
Shared compatibility
- Python · docmind-ai-llm: Python runtime · MindSQL: Python runtime
Choose docmind-ai-llm if…
- License: docmind-ai-llm is MIT, MindSQL is GPL-3.0.
- DocMind AI operates in an entirely self-hosted manner, ideal for environments requiring local model operation without internet dependencies.
- Pricing: Being open-source under MIT license, DocMind AI is free to use. However, additional setup and processing power are required..
- Requirements: - The tool requires specific libraries such as LlamaIndex, LangGraph, Streamlit, Ollama, Qdrant Client, among others..
- Tags unique to docmind-ai-llm: ai-agents, document-analysis, hybrid-search, langgraph-supervisor-py.
- Also covers AI Agents.
- docmind-ai-llm ships Docker support for self-hosted deployment.
- - When you need to analyze documents securely and privately, ensuring that all processing happens offline.
When NOT to use docmind-ai-llm
- - When working in non-POSIX compliant OSes such as native Windows, where functionalities involving searchability in PDFs are unsupported.
- - For deployments requiring cloud-based or internet-accessible models; here DocMind's focus on local LLMs and offline processing is a limitation.
Choose MindSQL if…
- License: MindSQL is GPL-3.0, docmind-ai-llm is MIT.
- Tags unique to MindSQL: chatbot, rag, retrival-augmented, text-to-sql.
- - 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (BjornMelin/docmind-ai-llm) · observed Aug 13, 2026
- GitHub forks (BjornMelin/docmind-ai-llm) · observed Aug 13, 2026
- Last push (BjornMelin/docmind-ai-llm) · observed Aug 12, 2026
- License file (MIT) · observed Aug 13, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- 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 on cards: docmind-ai-llm 147 · MindSQL 447 (synced Aug 13, 2026).
Common questions
- What is the difference between docmind-ai-llm and MindSQL?
- docmind-ai-llm: Open-source Streamlit application for advanced offline document analysis using LLMs. MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions with natural language queries.. See the comparison table for live GitHub stats and shared categories.
- When should I choose docmind-ai-llm over MindSQL?
- Choose docmind-ai-llm over MindSQL when License: docmind-ai-llm is MIT, MindSQL is GPL-3.0; DocMind AI operates in an entirely self-hosted manner, ideal for environments requiring local model operation without internet dependencies; Pricing: Being open-source under MIT license, DocMind AI is free to use. However, additional setup and processing power are required.; Requirements: - The tool requires specific libraries such as LlamaIndex, LangGraph, Streamlit, Ollama, Qdrant Client, among others.; Tags unique to docmind-ai-llm: ai-agents, document-analysis, hybrid-search, langgraph-supervisor-py; Also covers AI Agents; docmind-ai-llm ships Docker support for self-hosted deployment; - When you need to analyze documents securely and privately, ensuring that all processing happens offline.
- When should I choose MindSQL over docmind-ai-llm?
- Choose MindSQL over docmind-ai-llm when License: MindSQL is GPL-3.0, docmind-ai-llm is MIT; Tags unique to MindSQL: chatbot, rag, retrival-augmented, text-to-sql; - 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 avoid docmind-ai-llm?
- - When working in non-POSIX compliant OSes such as native Windows, where functionalities involving searchability in PDFs are unsupported. - For deployments requiring cloud-based or internet-accessible models; here DocMind's focus on local LLMs and offline processing is a limitation.
- 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
- Is docmind-ai-llm or MindSQL more popular on GitHub?
- MindSQL has more GitHub stars (447 vs 147). Stars measure visibility, not whether either tool fits your constraints.
- Are docmind-ai-llm and MindSQL open source?
- Yes - both are open-source projects on GitHub (docmind-ai-llm: MIT, MindSQL: GPL-3.0).
- Where can I find alternatives to docmind-ai-llm or MindSQL?
- GraphCanon lists graph-backed alternatives at docmind-ai-llm alternatives and MindSQL alternatives (docmind-ai-llm markdown twin, MindSQL 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, docmind-ai-llm or MindSQL?
- docmind-ai-llm: Very active. MindSQL: Dormant. 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 docmind-ai-llm and MindSQL?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: docmind-ai-llm trust report; MindSQL trust report.