Comparison
AingDesk vs knowledge
Verdict
Pick AingDesk if aingDesk is a beginner-friendly AI assistant that provides features like local model deployment, knowledge base integration, and online sharing capabilities; pick knowledge if knowledge is a discontinued knowledge management tool with a chat feature for engaging with digital content, including websites, documents, and files.
Markdown twin · AingDesk alternatives · knowledge alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | AingDesk | knowledge |
|---|---|---|
| Maintenance | Steady (70d since push) As of 1w · github_public_v1 | Archived (260d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1w · github_public_v1 | Not a fork · Organization account As of 1w · 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
- AingDesk
- A simple and easy-to-use AI assistant
- knowledge
- A tool for saving, searching, accessing, exploring and chatting with your favorite websites, documents, and files.
Stars
- AingDesk
- 2.5k
- knowledge
- 1.5k
Forks
- AingDesk
- 287
- knowledge
- 108
Open issues
- AingDesk
- 71
- knowledge
- 6
Language
- AingDesk
- TypeScript
- knowledge
- TypeScript
Adopt for
- AingDesk
- AingDesk is a beginner-friendly AI assistant that provides features like local model deployment, knowledge base integration, and online sharing capabilities.
- knowledge
- Knowledge is a discontinued knowledge management tool with a chat feature for engaging with digital content, including websites, documents, and files.
Persona
- AingDesk
- -
- knowledge
- -
Runtime
- AingDesk
- -
- knowledge
- -
License
- AingDesk
- MIT
- knowledge
- Apache-2.0
Last pushed
- AingDesk
- Jun 4, 2026
- knowledge
- Nov 27, 2025
Categories
- AingDesk
- AI Agents, Data & Retrieval
- knowledge
- Data & Retrieval, Evaluation & Observability
Trust and health
Maintenance
- AingDesk
- Steady (60%)
- knowledge
- Archived (8%)
Days since push
- AingDesk
- 70d
- knowledge
- 260d
Archived on GitHub
- AingDesk
- No
- knowledge
- Yes
Open issues (now)
- AingDesk
- 71
- knowledge
- 6
Stars delta
- AingDesk
- Unknown
- knowledge
- +1 (30d)
Open issues delta
- AingDesk
- Unknown
- knowledge
- 0 (30d)
Owner type
- AingDesk
- User
- knowledge
- Organization
Full report
- AingDesk
- Trust report
- knowledge
- Trust report
Choose AingDesk if…
- License: AingDesk is MIT, knowledge is Apache-2.0.
- Tags unique to AingDesk: deepseek, electron, llm, localai.
- Also covers AI Agents.
- AingDesk ships an MCP server manifest.
- - When looking for an easy-to-use tool with minimal learning curve for deploying AI models locally through AingDesk's one-click setup.
When NOT to use AingDesk
- - Avoid using it if advanced customizations or a higher level of flexibility in setup is required since its features are aimed at simple use cases.
- - If server-side deployment needs to be handled without Docker, as its documentation primarily revolves around this container technology which might not suit users unfamiliar with Docker.
Choose knowledge if…
- License: knowledge is Apache-2.0, AingDesk is MIT.
- Tags unique to knowledge: knowledge-discovery, knowledge-graph, knowledge-management, large language models.
- Also covers Evaluation & Observability.
- When integrating large language model chat features to deepen understanding of complex topics within a single tool
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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (aingdesk/AingDesk) · observed Aug 14, 2026
- GitHub forks (aingdesk/AingDesk) · observed Aug 14, 2026
- Last push (aingdesk/AingDesk) · observed Jun 4, 2026
- License file (MIT) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (KnowledgeCanvas/knowledge) · observed Aug 15, 2026
- GitHub forks (KnowledgeCanvas/knowledge) · observed Aug 15, 2026
- Last push (KnowledgeCanvas/knowledge) · observed Nov 27, 2025
- License file (Apache-2.0) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AingDesk 2.5k · knowledge 1.5k (synced Aug 14, 2026).
Common questions
- What is the difference between AingDesk and knowledge?
- AingDesk: A simple and easy-to-use AI assistant. knowledge: A tool for saving, searching, accessing, exploring and chatting with your favorite websites, documents, and files.. See the comparison table for live GitHub stats and shared categories.
- When should I choose AingDesk over knowledge?
- Choose AingDesk over knowledge when License: AingDesk is MIT, knowledge is Apache-2.0; Tags unique to AingDesk: deepseek, electron, llm, localai; Also covers AI Agents; AingDesk ships an MCP server manifest; - When looking for an easy-to-use tool with minimal learning curve for deploying AI models locally through AingDesk's one-click setup.
- When should I choose knowledge over AingDesk?
- Choose knowledge over AingDesk when License: knowledge is Apache-2.0, AingDesk is MIT; Tags unique to knowledge: knowledge-discovery, knowledge-graph, knowledge-management, large language models; Also covers Evaluation & Observability; When integrating large language model chat features to deepen understanding of complex topics within a single tool.
- When should I avoid AingDesk?
- - Avoid using it if advanced customizations or a higher level of flexibility in setup is required since its features are aimed at simple use cases. - If server-side deployment needs to be handled without Docker, as its documentation primarily revolves around this container technology which might not suit users unfamiliar with Docker.
- 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
- Is AingDesk or knowledge more popular on GitHub?
- AingDesk has more GitHub stars (2,533 vs 1,460). Stars measure visibility, not whether either tool fits your constraints.
- Are AingDesk and knowledge open source?
- Yes - both are open-source projects on GitHub (AingDesk: MIT, knowledge: Apache-2.0).
- Where can I find alternatives to AingDesk or knowledge?
- GraphCanon lists graph-backed alternatives at AingDesk alternatives and knowledge alternatives (AingDesk markdown twin, knowledge 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, AingDesk or knowledge?
- AingDesk: Steady. knowledge: 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 AingDesk and knowledge?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AingDesk trust report; knowledge trust report.