REPOGEO REPORT · LITE
Andrew-Jang/RAGHub
Default branch main · commit 8e714b71 · scanned 5/23/2026, 7:57:59 AM
GitHub: 1,734 stars · 164 forks
Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface Andrew-Jang/RAGHub, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Clarify RAGHub's identity as a directory, not a framework, in the README's opening
Why:
CURRENTWelcome to **RAGHub**, a living collection of **new and emerging frameworks, projects, and resources** in the **Retrieval-Augmented Generation (RAG)** ecosystem.
COPY-PASTE FIXWelcome to **RAGHub**, your definitive, community-driven **directory and curated collection** of **new and emerging frameworks, projects, and resources** in the **Retrieval-Augmented Generation (RAG)** ecosystem. Unlike individual RAG frameworks, RAGHub serves as a central hub to discover, compare, and stay updated on the rapidly evolving RAG landscape.
- mediumtopics#2Add topics that clarify RAGHub is a curated list/directory
Why:
CURRENTai, artificial-intelligence, large-language-models, llm, machine-learning, natural-language-processing, nlp, open-source, rag, retrieval-augmented-generation
COPY-PASTE FIXai, artificial-intelligence, large-language-models, llm, machine-learning, natural-language-processing, nlp, open-source, rag, retrieval-augmented-generation, awesome-list, curated-list, rag-ecosystem
- lowreadme#3Add a FAQ section to the README to address common questions and clarify scope
Why:
COPY-PASTE FIX## FAQ ### Is RAGHub a RAG framework or library? No, RAGHub is not a RAG framework or library itself. It is a community-driven directory and curated collection of existing RAG frameworks, projects, and resources to help you navigate the ecosystem. ### How can I contribute a new RAG project? Please refer to our [Contribution Guidelines](CONTRIBUTING.md) for detailed instructions on how to add new frameworks, projects, or resources to RAGHub.
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- LlamaIndex · recommended 1×
- LangChain · recommended 1×
- Haystack · recommended 1×
- RAGatouille · recommended 1×
- DSPy · recommended 1×
- CATEGORY QUERYWhere can I find a comprehensive list of current retrieval-augmented generation frameworks?you: not recommendedAI recommended (in order):
- LlamaIndex
- LangChain
- Haystack
- RAGatouille
- DSPy
- FLARE (Forward-Looking Active Retrieval)
- Sentence-Transformers
AI recommended 7 alternatives but never named Andrew-Jang/RAGHub. This is the gap to close.
Show full AI answer
- CATEGORY QUERYHow to keep up with new and emerging projects in the RAG ecosystem?you: not recommendedAI recommended (in order):
- Hugging Face
- LlamaIndex (run-llama/llama_index)
- LangChain (langchain-ai/langchain)
- arXiv.org
- Twitter (now X)
- The Gradient
- Towards Data Science
- GitHub
AI recommended 8 alternatives but never named Andrew-Jang/RAGHub. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of Andrew-Jang/RAGHub?passAI named Andrew-Jang/RAGHub explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts Andrew-Jang/RAGHub in production, what risks or prerequisites should they evaluate first?passAI named Andrew-Jang/RAGHub explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo Andrew-Jang/RAGHub solve, and who is the primary audience?passAI named Andrew-Jang/RAGHub explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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Andrew-Jang/RAGHub — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite