--- title: "knowledge-gpt vs llama-hub" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/geeks-of-data-knowledge-gpt-vs-run-llama-llama-hub" tools: ["geeks-of-data-knowledge-gpt", "run-llama-llama-hub"] --- # knowledge-gpt vs llama-hub *GraphCanon updated Aug 23, 2026* ## Verdict Pick knowledge-gpt if knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers; pick llama-hub if community-driven data loaders for LlamaIndex/LangChain. [knowledge-gpt](https://pypi.org/project/knowledgegpt/) reports 291 GitHub stars, 52 forks, and 8 open issues, last pushed Apr 25, 2023. [llama-hub](https://llamahub.ai/) has 3.5k stars, 721 forks, and 96 open issues, last pushed Mar 1, 2024. Figures are from public GitHub metadata via [knowledge-gpt's repository](https://github.com/geeks-of-data/knowledge-gpt) and [llama-hub's repository](https://github.com/run-llama/llama-hub). | | [knowledge-gpt](/tools/geeks-of-data-knowledge-gpt.md) | [llama-hub](/tools/run-llama-llama-hub.md) | | --- | --- | --- | | Tagline | Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources. | A library of data loaders for LLMs made by the community | | Stars | 291 | 3,469 | | Forks | 52 | 721 | | Open issues | 8 | 96 | | Language | Python | Jupyter Notebook | | Adopt for | knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers. | community-driven data loaders for LlamaIndex/LangChain | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Data & Retrieval, Evaluation & Observability, LLM Frameworks, Model Training | Data & Retrieval, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [knowledge-gpt](/tools/geeks-of-data-knowledge-gpt.md) | [llama-hub](/tools/run-llama-llama-hub.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Archived (8%) | | Days since push | 1216d | 889d | | Archived on GitHub | No | Yes | | Open issues (now) | 8 | 96 | | Stars delta | 0 (30d) | Unknown | | Open issues delta | 0 (30d) | Unknown | | Full report | [trust report](/tools/geeks-of-data-knowledge-gpt/trust.md) | [trust report](/tools/run-llama-llama-hub/trust.md) | ## Shared compatibility - **Python**: [knowledge-gpt](/tools/geeks-of-data-knowledge-gpt.md) - Python runtime; [llama-hub](/tools/run-llama-llama-hub.md) - Python runtime ## Decision facts: knowledge-gpt - **Adopt for:** knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers. ## Decision facts: llama-hub - **Adopt for:** community-driven data loaders for LlamaIndex/LangChain ## Choose when ### Choose knowledge-gpt if… - knowledge-gpt is primarily Python; llama-hub is Jupyter Notebook. - Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers. - Also covers Evaluation & Observability, LLM Frameworks. - knowledge-gpt ships Docker support for self-hosted deployment. - When you need a flexible, model-agnostic approach for Q&A over diverse data sources ### Choose llama-hub if… - llama-hub is primarily Jupyter Notebook; knowledge-gpt is Python. - Tags unique to llama-hub: community-driven, jupyter-notebook, langchain, llamaindex. - Community-specific features require engagement with community ## 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 ## When NOT to use llama-hub - Limited support if the community lacks activity - Not suitable without familiarity with Poetry for dependency management ## Common questions ### What is the difference between knowledge-gpt and llama-hub? knowledge-gpt: Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.. llama-hub: A library of data loaders for LLMs made by the community. See the comparison table for live GitHub stats and shared categories. ### When should I choose knowledge-gpt over llama-hub? Choose knowledge-gpt over llama-hub when knowledge-gpt is primarily Python; llama-hub is Jupyter Notebook; Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers; Also covers Evaluation & Observability, LLM Frameworks; 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 llama-hub over knowledge-gpt? Choose llama-hub over knowledge-gpt when llama-hub is primarily Jupyter Notebook; knowledge-gpt is Python; Tags unique to llama-hub: community-driven, jupyter-notebook, langchain, llamaindex; Community-specific features require engagement with community. ### 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 llama-hub? Limited support if the community lacks activity Not suitable without familiarity with Poetry for dependency management ### Is knowledge-gpt or llama-hub more popular on GitHub? llama-hub has more GitHub stars (3,469 vs 291). Stars measure visibility, not whether either tool fits your constraints. ### Are knowledge-gpt and llama-hub open source? Yes - both are open-source projects on GitHub (knowledge-gpt: MIT, llama-hub: MIT). ### Where can I find alternatives to knowledge-gpt or llama-hub? GraphCanon lists graph-backed alternatives at [knowledge-gpt alternatives](/tools/geeks-of-data-knowledge-gpt/alternatives) and [llama-hub alternatives](/tools/run-llama-llama-hub/alternatives) ([knowledge-gpt markdown twin](/tools/geeks-of-data-knowledge-gpt/alternatives.md), [llama-hub markdown twin](/tools/run-llama-llama-hub/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/geeks-of-data-knowledge-gpt-vs-run-llama-llama-hub.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, knowledge-gpt or llama-hub? knowledge-gpt: Dormant. llama-hub: 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 knowledge-gpt and llama-hub? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [knowledge-gpt trust report](/tools/geeks-of-data-knowledge-gpt/trust); [llama-hub trust report](/tools/run-llama-llama-hub/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=geeks-of-data-knowledge-gpt`](/api/graphcanon/graph?tool=geeks-of-data-knowledge-gpt) - 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/_