--- title: "knowledge vs knowledge_gpt" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/knowledgecanvas-knowledge-vs-mmz-001-knowledge-gpt" tools: ["knowledgecanvas-knowledge", "mmz-001-knowledge-gpt"] --- # knowledge vs knowledge_gpt *GraphCanon updated Aug 15, 2026* ## Verdict Pick knowledge if knowledge is a discontinued knowledge management tool with a chat feature for engaging with digital content, including websites, documents, and files; pick knowledge_gpt if knowledge_gpt is a Python-based tool with Streamlit UI, MIT licensed, for generating accurate document responses with citations. [knowledge](https://github.com/KnowledgeCanvas/knowledge) reports 1.5k GitHub stars, 108 forks, and 6 open issues, last pushed Nov 27, 2025. [knowledge_gpt](https://knowledgegpt.streamlit.app/) has 1.6k stars, 787 forks, and 16 open issues, last pushed May 29, 2024. Figures are from public GitHub metadata via [knowledge's repository](https://github.com/KnowledgeCanvas/knowledge) and [knowledge_gpt's repository](https://github.com/mmz-001/knowledge_gpt). | | [knowledge](/tools/knowledgecanvas-knowledge.md) | [knowledge_gpt](/tools/mmz-001-knowledge-gpt.md) | | --- | --- | --- | | Tagline | A tool for saving, searching, accessing, exploring and chatting with your favorite websites, documents, and files. | Accurate answers and instant citations for your documents. | | Stars | 1,460 | 1,634 | | Forks | 108 | 787 | | Open issues | 6 | 16 | | Language | TypeScript | Python | | Adopt for | Knowledge is a discontinued knowledge management tool with a chat feature for engaging with digital content, including websites, documents, and files. | knowledge_gpt is a Python-based tool with Streamlit UI, MIT licensed, for generating accurate document responses with citations. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Data & Retrieval, Evaluation & Observability | Data & Retrieval, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [knowledge](/tools/knowledgecanvas-knowledge.md) | [knowledge_gpt](/tools/mmz-001-knowledge-gpt.md) | | --- | --- | --- | | Days since push | 260d | 807d | | Open issues (now) | 6 | 16 | | Stars delta | +1 (30d) | -3 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/knowledgecanvas-knowledge/trust.md) | [trust report](/tools/mmz-001-knowledge-gpt/trust.md) | ## Decision facts: knowledge - **Adopt for:** Knowledge is a discontinued knowledge management tool with a chat feature for engaging with digital content, including websites, documents, and files. ## Decision facts: knowledge_gpt - **Adopt for:** knowledge_gpt is a Python-based tool with Streamlit UI, MIT licensed, for generating accurate document responses with citations. ## Choose when ### Choose knowledge if… - knowledge is primarily TypeScript; knowledge_gpt is Python. - License: knowledge is Apache-2.0, knowledge_gpt is MIT. - Tags unique to knowledge: knowledge-discovery, knowledge-graph, knowledge-management, large language models. - When integrating large language model chat features to deepen understanding of complex topics within a single tool ### Choose knowledge_gpt if… - knowledge_gpt is primarily Python; knowledge is TypeScript. - License: knowledge_gpt is MIT, knowledge is Apache-2.0. - Tags unique to knowledge_gpt: docker, document-analysis, python, streamlit. - knowledge_gpt ships Docker support for self-hosted deployment. - When you need to generate answers from documents alongside instant citations ## When NOT to use knowledge - If actively maintaining the latest updates in a knowledge management solution is critical, since this project is discontinued - When seeking robust community support or developer activity, as the tool no longer receives updates from its creators ## When NOT to use knowledge_gpt - If your project exclusively requires web-based services without local deployments - In scenarios where real-time citation generation is not necessary ## Common questions ### What is the difference between knowledge and knowledge_gpt? knowledge: A tool for saving, searching, accessing, exploring and chatting with your favorite websites, documents, and files.. knowledge_gpt: Accurate answers and instant citations for your documents.. See the comparison table for live GitHub stats and shared categories. ### When should I choose knowledge over knowledge_gpt? Choose knowledge over knowledge_gpt when knowledge is primarily TypeScript; knowledge_gpt is Python; License: knowledge is Apache-2.0, knowledge_gpt is MIT; Tags unique to knowledge: knowledge-discovery, knowledge-graph, knowledge-management, large language models; When integrating large language model chat features to deepen understanding of complex topics within a single tool. ### When should I choose knowledge_gpt over knowledge? Choose knowledge_gpt over knowledge when knowledge_gpt is primarily Python; knowledge is TypeScript; License: knowledge_gpt is MIT, knowledge is Apache-2.0; Tags unique to knowledge_gpt: docker, document-analysis, python, streamlit; knowledge_gpt ships Docker support for self-hosted deployment; When you need to generate answers from documents alongside instant citations. ### When should I avoid knowledge? If actively maintaining the latest updates in a knowledge management solution is critical, since this project is discontinued When seeking robust community support or developer activity, as the tool no longer receives updates from its creators ### When should I avoid knowledge_gpt? If your project exclusively requires web-based services without local deployments In scenarios where real-time citation generation is not necessary ### Is knowledge or knowledge_gpt more popular on GitHub? knowledge_gpt has more GitHub stars (1,634 vs 1,460). Stars measure visibility, not whether either tool fits your constraints. ### Are knowledge and knowledge_gpt open source? Yes - both are open-source projects on GitHub (knowledge: Apache-2.0, knowledge_gpt: MIT). ### Where can I find alternatives to knowledge or knowledge_gpt? GraphCanon lists graph-backed alternatives at [knowledge alternatives](/tools/knowledgecanvas-knowledge/alternatives) and [knowledge_gpt alternatives](/tools/mmz-001-knowledge-gpt/alternatives) ([knowledge markdown twin](/tools/knowledgecanvas-knowledge/alternatives.md), [knowledge_gpt markdown twin](/tools/mmz-001-knowledge-gpt/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/knowledgecanvas-knowledge-vs-mmz-001-knowledge-gpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, knowledge or knowledge_gpt? knowledge: Archived. knowledge_gpt: Archived. 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 knowledge and knowledge_gpt? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [knowledge trust report](/tools/knowledgecanvas-knowledge/trust); [knowledge_gpt trust report](/tools/mmz-001-knowledge-gpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=knowledgecanvas-knowledge`](/api/graphcanon/graph?tool=knowledgecanvas-knowledge) - 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/_