参考资料
- 2024 年 RAG 的崛起与演变年度回顾
- 所见即所得：多模态RAG正在向我们走来
- What is Retrieval Augmented Generation (RAG)?
- Build with Claude - Prompt caching
- Introducing Contextual Retrieval
- Cookbook - Retrieval Augmented Generation with Contextual Embeddings
- Infinity
- Dense vector + Sparse vector + Full text search + Tensor reranker = Best retrieval for RAG?
- Sparse embedding or BM25?
- ColPali: Efficient Document Retrieval with Vision Language Models
- PaliGemma 正式发布 — Google 最新发布的前沿开放视觉语言模型
- SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval
- RAG的技巧：TF-IDF與BM25的介紹與使用
- BM25算法---计算文档和query相关性
- Agentic RAG: Definition and Low-code Implementation
- Adaptive RAG
- MTEB Leaderboard
- What Infrastructure Capabilities does RAG Need beyond Hybrid Search