--- title: "surf vs knowledge-gpt" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/deta-surf-vs-geeks-of-data-knowledge-gpt" tools: ["deta-surf", "geeks-of-data-knowledge-gpt"] --- # surf vs knowledge-gpt *GraphCanon updated Sep 20, 2026* ## Verdict Pick surf if surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages; pick knowledge-gpt if knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers. [surf](https://deta.surf) reports 3.6k GitHub stars, 251 forks, and 32 open issues, last pushed Aug 24, 2026. [knowledge-gpt](https://pypi.org/project/knowledgegpt/) has 292 stars, 52 forks, and 8 open issues, last pushed Apr 25, 2023. Figures are from public GitHub metadata via [surf's repository](https://github.com/deta/surf) and [knowledge-gpt's repository](https://github.com/geeks-of-data/knowledge-gpt). | | [surf](/tools/deta-surf.md) | [knowledge-gpt](/tools/geeks-of-data-knowledge-gpt.md) | | --- | --- | --- | | Tagline | Tools for organizing files and webpages locally to generate notes using personal AI notebooks. | Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources. | | Stars | 3,572 | 292 | | Forks | 251 | 52 | | Open issues | 32 | 8 | | Language | TypeScript | Python | | Adopt for | surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages. | knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Data & Retrieval, Developer Tools, LLM Frameworks | Data & Retrieval, Evaluation & Observability, LLM Frameworks, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [surf](/tools/deta-surf.md) | [knowledge-gpt](/tools/geeks-of-data-knowledge-gpt.md) | | --- | --- | --- | | Maintenance | Active (82%) | Dormant (18%) | | Days since push | 26d | 1243d | | Open issues (now) | 32 | 8 | | Stars delta | +50 (30d) | +1 (30d) | | Full report | [trust report](/tools/deta-surf/trust.md) | [trust report](/tools/geeks-of-data-knowledge-gpt/trust.md) | ## Decision facts: surf - **Adopt for:** surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages. ## Decision facts: knowledge-gpt - **Adopt for:** knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers. ## Choose when ### Choose surf if… - surf is primarily TypeScript; knowledge-gpt is Python. - License: surf is Apache-2.0, knowledge-gpt is MIT. - Tags unique to surf: claude, deepseek, gemma, knowledge-base. - Also covers Developer Tools. - Need a robust integration with both local and remote language models for comprehensive note creation ### Choose knowledge-gpt if… - knowledge-gpt is primarily Python; surf is TypeScript. - License: knowledge-gpt is MIT, surf is Apache-2.0. - Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers. - Also covers Evaluation & Observability, Model Training. - knowledge-gpt ships Docker support for self-hosted deployment. - When you need a flexible, model-agnostic approach for Q&A over diverse data sources ## When NOT to use surf - Prefer using proprietary, closed-source tools that do not allow open model choices - Require extensive cloud-based collaboration features among multiple users ## When NOT to use knowledge-gpt - Avoid if strictly needing real-time response performance without indexing capabilities - Not recommended if focusing solely on visual or multimedia content extraction ## Common questions ### What is the difference between surf and knowledge-gpt? surf: Tools for organizing files and webpages locally to generate notes using personal AI notebooks.. knowledge-gpt: Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.. See the comparison table for live GitHub stats and shared categories. ### When should I choose surf over knowledge-gpt? Choose surf over knowledge-gpt when surf is primarily TypeScript; knowledge-gpt is Python; License: surf is Apache-2.0, knowledge-gpt is MIT; Tags unique to surf: claude, deepseek, gemma, knowledge-base; Also covers Developer Tools; Need a robust integration with both local and remote language models for comprehensive note creation. ### When should I choose knowledge-gpt over surf? Choose knowledge-gpt over surf when knowledge-gpt is primarily Python; surf is TypeScript; License: knowledge-gpt is MIT, surf is Apache-2.0; Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers; Also covers Evaluation & Observability, Model Training; knowledge-gpt ships Docker support for self-hosted deployment; When you need a flexible, model-agnostic approach for Q&A over diverse data sources. ### When should I avoid surf? Prefer using proprietary, closed-source tools that do not allow open model choices Require extensive cloud-based collaboration features among multiple users ### When should I avoid knowledge-gpt? Avoid if strictly needing real-time response performance without indexing capabilities Not recommended if focusing solely on visual or multimedia content extraction ### Is surf or knowledge-gpt more popular on GitHub? surf has more GitHub stars (3,572 vs 292). Stars measure visibility, not whether either tool fits your constraints. ### Are surf and knowledge-gpt open source? Yes - both are open-source projects on GitHub (surf: Apache-2.0, knowledge-gpt: MIT). ### Where can I find alternatives to surf or knowledge-gpt? GraphCanon lists graph-backed alternatives at [surf alternatives](/tools/deta-surf/alternatives) and [knowledge-gpt alternatives](/tools/geeks-of-data-knowledge-gpt/alternatives) ([surf markdown twin](/tools/deta-surf/alternatives.md), [knowledge-gpt markdown twin](/tools/geeks-of-data-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/deta-surf-vs-geeks-of-data-knowledge-gpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, surf or knowledge-gpt? surf: Active. knowledge-gpt: 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 surf and knowledge-gpt? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [surf trust report](/tools/deta-surf/trust); [knowledge-gpt trust report](/tools/geeks-of-data-knowledge-gpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=deta-surf`](/api/graphcanon/graph?tool=deta-surf) - 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/_