Comparison
surf vs knowledge-gpt
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.
Markdown twin · surf alternatives · knowledge-gpt alternatives
GraphCanon updated Sep 20, 2026
8views this month
vs
Trust & integrity
| Signal | surf | knowledge-gpt |
|---|---|---|
| Maintenance | Active (26d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (1243d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- 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.
Stars
- surf
- 3.6k
- knowledge-gpt
- 292
Forks
- surf
- 251
- knowledge-gpt
- 52
Open issues
- surf
- 32
- knowledge-gpt
- 8
Language
- surf
- TypeScript
- knowledge-gpt
- Python
Adopt for
- surf
- surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages.
- knowledge-gpt
- knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers.
Persona
- surf
- -
- knowledge-gpt
- -
Runtime
- surf
- -
- knowledge-gpt
- -
License
- surf
- Apache-2.0
- knowledge-gpt
- MIT
Last pushed
- surf
- Aug 24, 2026
- knowledge-gpt
- Apr 25, 2023
Categories
- surf
- Data & Retrieval, Developer Tools, LLM Frameworks
- knowledge-gpt
- Data & Retrieval, Evaluation & Observability, LLM Frameworks, Model Training
Trust and health
Maintenance
- surf
- Active (82%)
- knowledge-gpt
- Dormant (18%)
Days since push
- surf
- 26d
- knowledge-gpt
- 1243d
Open issues (now)
- surf
- 32
- knowledge-gpt
- 8
Stars delta
- surf
- +50 (30d)
- knowledge-gpt
- +1 (30d)
Full report
- surf
- Trust report
- knowledge-gpt
- Trust report
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
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
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 knowledge-gpt
- Avoid if strictly needing real-time response performance without indexing capabilities
- Not recommended if focusing solely on visual or multimedia content extraction
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (deta/surf) · observed Sep 20, 2026
- GitHub forks (deta/surf) · observed Sep 20, 2026
- Last push (deta/surf) · observed Aug 24, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (geeks-of-data/knowledge-gpt) · observed Sep 20, 2026
- GitHub forks (geeks-of-data/knowledge-gpt) · observed Sep 20, 2026
- Last push (geeks-of-data/knowledge-gpt) · observed Apr 25, 2023
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: surf 3.6k · knowledge-gpt 292 (synced Sep 20, 2026).
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 and knowledge-gpt alternatives (surf markdown twin, knowledge-gpt 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, 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; knowledge-gpt trust report.