--- title: "AI-For-Beginners vs docs" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/microsoft-ai-for-beginners-vs-sismics-docs" tools: ["microsoft-ai-for-beginners", "sismics-docs"] --- # AI-For-Beginners vs docs *GraphCanon updated Jul 15, 2026* ## Verdict Pick AI-For-Beginners when aI-For-Beginners is primarily Jupyter Notebook; docs is JavaScript; pick docs when docs is primarily JavaScript; AI-For-Beginners is Jupyter Notebook. [AI-For-Beginners](https://github.com/microsoft/AI-For-Beginners) reports 52k GitHub stars, 11k forks, and 4 open issues, last pushed Jul 8, 2026. [docs](https://teedy.io) has 2.6k stars, 675 forks, and 114 open issues, last pushed Feb 9, 2026. Figures are from public GitHub metadata via [AI-For-Beginners's repository](https://github.com/microsoft/AI-For-Beginners) and [docs's repository](https://github.com/sismics/docs). | | [AI-For-Beginners](/tools/microsoft-ai-for-beginners.md) | [docs](/tools/sismics-docs.md) | | --- | --- | --- | | Tagline | 12 Weeks, 24 Lessons, AI for All! | Lightweight document management system packed with all the features you can expect from big expensive solutions | | Stars | 52,098 | 2,552 | | Forks | 10,536 | 675 | | Open issues | 4 | 114 | | Language | Jupyter Notebook | JavaScript | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | GPL-2.0 | | Categories | Computer Vision, Model Training, Vector Databases | Computer Vision, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [AI-For-Beginners](/tools/microsoft-ai-for-beginners.md) | [docs](/tools/sismics-docs.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 2d | 155d | | Open issues (now) | 4 | 114 | | Full report | [trust report](/tools/microsoft-ai-for-beginners/trust.md) | [trust report](/tools/sismics-docs/trust.md) | ## Choose when ### Choose AI-For-Beginners if… - AI-For-Beginners is primarily Jupyter Notebook; docs is JavaScript. - License: AI-For-Beginners is MIT, docs is GPL-2.0. - Tags unique to AI-For-Beginners: ai, artificial-intelligence, cnn, computer-vision. - Also covers Model Training, Vector Databases. ### Choose docs if… - docs is primarily JavaScript; AI-For-Beginners is Jupyter Notebook. - License: docs is GPL-2.0, AI-For-Beginners is MIT. - Tags unique to docs: cloud, dms, docker, document. - Also covers Developer Tools. - docs ships Docker support for self-hosted deployment. ## When NOT to use AI-For-Beginners - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. - 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 docs - Last GitHub push was 155 days ago (slowing maintenance, Feb 9, 2026). Validate activity before betting a new project on docs. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## Common questions ### What is the difference between AI-For-Beginners and docs? AI-For-Beginners: 12 Weeks, 24 Lessons, AI for All!. docs: Lightweight document management system packed with all the features you can expect from big expensive solutions. See the comparison table for live GitHub stats and shared categories. ### When should I choose AI-For-Beginners over docs? Choose AI-For-Beginners over docs when AI-For-Beginners is primarily Jupyter Notebook; docs is JavaScript; License: AI-For-Beginners is MIT, docs is GPL-2.0; Tags unique to AI-For-Beginners: ai, artificial-intelligence, cnn, computer-vision; Also covers Model Training, Vector Databases. ### When should I choose docs over AI-For-Beginners? Choose docs over AI-For-Beginners when docs is primarily JavaScript; AI-For-Beginners is Jupyter Notebook; License: docs is GPL-2.0, AI-For-Beginners is MIT; Tags unique to docs: cloud, dms, docker, document; Also covers Developer Tools; docs ships Docker support for self-hosted deployment. ### When should I avoid AI-For-Beginners? Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. 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 docs? Last GitHub push was 155 days ago (slowing maintenance, Feb 9, 2026). Validate activity before betting a new project on docs. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### Is AI-For-Beginners or docs more popular on GitHub? AI-For-Beginners has more GitHub stars (52,098 vs 2,552). Stars measure visibility, not whether either tool fits your constraints. ### Are AI-For-Beginners and docs open source? Yes - both are open-source projects on GitHub (AI-For-Beginners: MIT, docs: GPL-2.0). ### Where can I find alternatives to AI-For-Beginners or docs? GraphCanon lists graph-backed alternatives at [AI-For-Beginners alternatives](/tools/microsoft-ai-for-beginners/alternatives) and [docs alternatives](/tools/sismics-docs/alternatives) ([AI-For-Beginners markdown twin](/tools/microsoft-ai-for-beginners/alternatives.md), [docs markdown twin](/tools/sismics-docs/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/microsoft-ai-for-beginners-vs-sismics-docs.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, AI-For-Beginners or docs? AI-For-Beginners: Very active. docs: Slowing. 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 AI-For-Beginners and docs? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [AI-For-Beginners trust report](/tools/microsoft-ai-for-beginners/trust); [docs trust report](/tools/sismics-docs/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=microsoft-ai-for-beginners`](/api/graphcanon/graph?tool=microsoft-ai-for-beginners) - 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/_