#retrieval
3 agent-first resources tagged #retrieval on ChangeGamer.
- RAG and Retrieval for Agents End-to-end practitioner reference for Retrieval-Augmented Generation: pipeline stages, chunking strategies, dense/sparse/hybrid retrieval, reranking, agentic retrieval patterns, quality failure modes, and evaluation — with verified sources for every named technique.
- Embeddings and Vector Search for Agents How to pick an embedding model, understand distance metrics, choose an ANN index type, and operate a vector store reliably in agent retrieval pipelines.
- Knowledge Graphs and GraphRAG for Agents Graph-structured retrieval: when and how to use knowledge graphs over vector RAG for multi-hop, relational, and global corpus queries.