Comparison
knowledge-gpt vs local-deep-research
Verdict
Pick knowledge-gpt if knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers; pick local-deep-research if for deep research locally encrypted, supports retrieval-augmented generation using diverse LLM frameworks on local GPU or cloud, searches through arXiv, PubMed, personal documents.
Markdown twin · knowledge-gpt alternatives · local-deep-research alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | knowledge-gpt | local-deep-research |
|---|---|---|
| Maintenance | Dormant (1216d since push) As of 1d · github_public_v1 | Very active (0d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Personal 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
- knowledge-gpt
- Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.
- local-deep-research
- Supports local and cloud LLMs with encrypted search from diverse sources.
Stars
- knowledge-gpt
- 291
- local-deep-research
- 8.9k
Forks
- knowledge-gpt
- 52
- local-deep-research
- 788
Open issues
- knowledge-gpt
- 8
- local-deep-research
- 352
Language
- knowledge-gpt
- Python
- local-deep-research
- Python
Adopt for
- knowledge-gpt
- knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers.
- local-deep-research
- For deep research locally encrypted, supports retrieval-augmented generation using diverse LLM frameworks on local GPU or cloud, searches through arXiv, PubMed, personal documents.
Persona
- knowledge-gpt
- -
- local-deep-research
- -
Runtime
- knowledge-gpt
- -
- local-deep-research
- -
License
- knowledge-gpt
- MIT
- local-deep-research
- MIT
Last pushed
- knowledge-gpt
- Apr 25, 2023
- local-deep-research
- Aug 12, 2026
Categories
- knowledge-gpt
- Data & Retrieval, Evaluation & Observability, LLM Frameworks, Model Training
- local-deep-research
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- knowledge-gpt
- Dormant (18%)
- local-deep-research
- Very active (96%)
Days since push
- knowledge-gpt
- 1216d
- local-deep-research
- 0d
Open issues (now)
- knowledge-gpt
- 8
- local-deep-research
- 352
Stars delta
- knowledge-gpt
- 0 (30d)
- local-deep-research
- Unknown
Open issues delta
- knowledge-gpt
- 0 (30d)
- local-deep-research
- Unknown
Owner type
- knowledge-gpt
- Organization
- local-deep-research
- User
Full report
- knowledge-gpt
- Trust report
- local-deep-research
- Trust report
Choose knowledge-gpt if…
- Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers.
- Also covers Evaluation & Observability, Model Training.
- 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
Choose local-deep-research if…
- Tags unique to local-deep-research: academia, anthropic, arxiv, encryption.
- You need encryption for all data processing steps and want support for various sources like academic articles and personal files.
- More GitHub stars (8.9k vs 291) - visibility, not fit.
When NOT to use local-deep-research
- If you require real-time collaboration features that are not supported by this tool's framework.
- In scenarios where online connectivity is unreliable and external search engine support is considered critical.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (geeks-of-data/knowledge-gpt) · observed Aug 23, 2026
- GitHub forks (geeks-of-data/knowledge-gpt) · observed Aug 23, 2026
- Last push (geeks-of-data/knowledge-gpt) · observed Apr 25, 2023
- License file (MIT) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (LearningCircuit/local-deep-research) · observed Aug 12, 2026
- GitHub forks (LearningCircuit/local-deep-research) · observed Aug 12, 2026
- Last push (LearningCircuit/local-deep-research) · observed Aug 12, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: knowledge-gpt 291 · local-deep-research 8.9k (synced Aug 23, 2026).
Common questions
- What is the difference between knowledge-gpt and local-deep-research?
- knowledge-gpt: Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.. local-deep-research: Supports local and cloud LLMs with encrypted search from diverse sources.. See the comparison table for live GitHub stats and shared categories.
- When should I choose knowledge-gpt over local-deep-research?
- Choose knowledge-gpt over local-deep-research when Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers; Also covers Evaluation & Observability, Model Training; When you need a flexible, model-agnostic approach for Q&A over diverse data sources.
- When should I choose local-deep-research over knowledge-gpt?
- Choose local-deep-research over knowledge-gpt when Tags unique to local-deep-research: academia, anthropic, arxiv, encryption; You need encryption for all data processing steps and want support for various sources like academic articles and personal files; More GitHub stars (8.9k vs 291) - visibility, not fit.
- 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
- When should I avoid local-deep-research?
- If you require real-time collaboration features that are not supported by this tool's framework. In scenarios where online connectivity is unreliable and external search engine support is considered critical.
- Is knowledge-gpt or local-deep-research more popular on GitHub?
- local-deep-research has more GitHub stars (8,900 vs 291). Stars measure visibility, not whether either tool fits your constraints.
- Are knowledge-gpt and local-deep-research open source?
- Yes - both are open-source projects on GitHub (knowledge-gpt: MIT, local-deep-research: MIT).
- Where can I find alternatives to knowledge-gpt or local-deep-research?
- GraphCanon lists graph-backed alternatives at knowledge-gpt alternatives and local-deep-research alternatives (knowledge-gpt markdown twin, local-deep-research 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, knowledge-gpt or local-deep-research?
- knowledge-gpt: Dormant. local-deep-research: Very active. 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-gpt and local-deep-research?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: knowledge-gpt trust report; local-deep-research trust report.