# Retrieval-augmented generation

4,218 papers in 15 research directions. Data through 7 Oct 2026.
HTML: https://mlsanity.com/rag/

## Directions (largest first)

- [RAG pipeline design and evaluation](https://mlsanity.com/rag/rag-pipeline-design-and-evaluation/index.md): 706 papers, 1 new this week
- [RAG robustness and adaptive retrieval](https://mlsanity.com/rag/rag-robustness-and-adaptive-retrieval/index.md): 589 papers, 2 new this week
- [Knowledge-graph and structured-knowledge RAG](https://mlsanity.com/rag/knowledge-graph-and-structured-knowledge-rag/index.md): 460 papers, 1 new this week
- [Agentic RAG, agents and memory](https://mlsanity.com/rag/agentic-rag-agents-and-memory/index.md): 449 papers, 2 new this week
- [Multimodal RAG](https://mlsanity.com/rag/multimodal-rag/index.md): 410 papers, 1 new this week
- [Generation and context integration](https://mlsanity.com/rag/generation-and-context-integration/index.md): 407 papers, 3 new this week
- [Privacy and security of RAG](https://mlsanity.com/rag/privacy-and-security-of-rag/index.md): 378 papers, 1 new this week
- [Medical and biomedical RAG](https://mlsanity.com/rag/medical-and-biomedical-rag/index.md): 307 papers, 1 new this week
- [Legal and financial RAG](https://mlsanity.com/rag/legal-and-financial-rag/index.md): 130 papers, 1 new this week
- [RAG for code](https://mlsanity.com/rag/rag-for-code/index.md): 109 papers, 0 new this week
- [Hallucination detection in RAG](https://mlsanity.com/rag/hallucination-detection-in-rag/index.md): 74 papers, 0 new this week
- [Conversational and speech RAG](https://mlsanity.com/rag/conversational-and-speech-rag/index.md): 73 papers, 0 new this week
- [RAG for recommendation](https://mlsanity.com/rag/rag-for-recommendation/index.md): 50 papers, 0 new this week
- [Time series and agricultural RAG](https://mlsanity.com/rag/time-series-and-agricultural-rag/index.md): 44 papers, 1 new this week
- [Vector search and ANN indexes](https://mlsanity.com/rag/vector-search-and-ann-indexes/index.md): 32 papers, 0 new this week