Comparison
knowledge-gpt vs LongCite
Verdict
Pick knowledge-gpt if knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers; pick LongCite if longCite is designed to enhance large language models by enabling them to generate fine-grained citations when answering queries with long context.
Markdown twin · knowledge-gpt alternatives · LongCite alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | knowledge-gpt | LongCite |
|---|---|---|
| Maintenance | Dormant (1185d since push) As of 4w · github_public_v1 | Dormant (570d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 3w · 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.
- LongCite
- Enabling LLMs to Generate Fine-grained Citations in Long-context QA
Stars
- knowledge-gpt
- 291
- LongCite
- 520
Forks
- knowledge-gpt
- 52
- LongCite
- 30
Open issues
- knowledge-gpt
- 8
- LongCite
- 9
Language
- knowledge-gpt
- Python
- LongCite
- Python
Adopt for
- knowledge-gpt
- knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers.
- LongCite
- LongCite is designed to enhance large language models by enabling them to generate fine-grained citations when answering queries with long context.
Persona
- knowledge-gpt
- -
- LongCite
- -
Runtime
- knowledge-gpt
- -
- LongCite
- -
License
- knowledge-gpt
- MIT
- LongCite
- Apache-2.0
Last pushed
- knowledge-gpt
- Apr 25, 2023
- LongCite
- Dec 31, 2024
Categories
- knowledge-gpt
- Data & Retrieval, Evaluation & Observability, LLM Frameworks, Model Training
- LongCite
- Evaluation & Observability, LLM Frameworks
Trust and health
Days since push
- knowledge-gpt
- 1185d
- LongCite
- 570d
Open issues (now)
- knowledge-gpt
- 8
- LongCite
- 9
Full report
- knowledge-gpt
- Trust report
- LongCite
- Trust report
Shared compatibility
- Python · knowledge-gpt: Python runtime · LongCite: Python runtime
Choose knowledge-gpt if…
- License: knowledge-gpt is MIT, LongCite is Apache-2.0.
- Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers.
- Also covers Data & Retrieval, 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
Choose LongCite if…
- License: LongCite is Apache-2.0, knowledge-gpt is MIT.
- Tags unique to LongCite: benchmark, citation-generation, fine-tuning, long-context.
- When you require your LLM to provide detailed, well-cited responses in long-context scenarios.
When NOT to use LongCite
- If your use case involves short queries or contexts that do not need extensive citations.
- When the primary focus is on speed rather than detailed citation accuracy in responses.
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 Jul 24, 2026
- GitHub forks (geeks-of-data/knowledge-gpt) · observed Jul 24, 2026
- Last push (geeks-of-data/knowledge-gpt) · observed Apr 25, 2023
- License file (MIT) · observed Jul 24, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (THUDM/LongCite) · observed Jul 25, 2026
- GitHub forks (THUDM/LongCite) · observed Jul 25, 2026
- Last push (THUDM/LongCite) · observed Dec 31, 2024
- License file (Apache-2.0) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: knowledge-gpt 291 · LongCite 520 (synced Jul 24, 2026).
Common questions
- What is the difference between knowledge-gpt and LongCite?
- knowledge-gpt: Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.. LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA. See the comparison table for live GitHub stats and shared categories.
- When should I choose knowledge-gpt over LongCite?
- Choose knowledge-gpt over LongCite when License: knowledge-gpt is MIT, LongCite is Apache-2.0; Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers; Also covers Data & Retrieval, 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 choose LongCite over knowledge-gpt?
- Choose LongCite over knowledge-gpt when License: LongCite is Apache-2.0, knowledge-gpt is MIT; Tags unique to LongCite: benchmark, citation-generation, fine-tuning, long-context; When you require your LLM to provide detailed, well-cited responses in long-context scenarios.
- 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 LongCite?
- If your use case involves short queries or contexts that do not need extensive citations. When the primary focus is on speed rather than detailed citation accuracy in responses.
- Is knowledge-gpt or LongCite more popular on GitHub?
- LongCite has more GitHub stars (520 vs 291). Stars measure visibility, not whether either tool fits your constraints.
- Are knowledge-gpt and LongCite open source?
- Yes - both are open-source projects on GitHub (knowledge-gpt: MIT, LongCite: Apache-2.0).
- Where can I find alternatives to knowledge-gpt or LongCite?
- GraphCanon lists graph-backed alternatives at knowledge-gpt alternatives and LongCite alternatives (knowledge-gpt markdown twin, LongCite 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 LongCite?
- knowledge-gpt: Dormant. LongCite: 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 knowledge-gpt and LongCite?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: knowledge-gpt trust report; LongCite trust report.