> For the complete documentation index, see [llms.txt](https://docs.raga.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.raga.ai/ragaai-catalyst/ragaai-whitepapers.md).

# RagaAI Whitepapers

Access in-depth research and frameworks from RagaAI. Explore evaluation methods and insights for LLM testing.

Explore RagaAI’s curated collection of technical whitepapers and frameworks that drive rigorous evaluation and development of retrieval-augmented generation (RAG) and LLM-based systems. These resources empower teams to design, test, and refine AI systems using transparent, best-in-class methodologies.

{% content-ref url="/pages/t1TdvZqwl8AUa7xbyh65" %}
[RagaAI RLEF (RAG LLM Evaluation Framework)](/ragaai-catalyst/ragaai-whitepapers/ragaai-rlef-rag-llm-evaluation-framework.md)
{% endcontent-ref %}