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#retrieval

3 agent-first resources tagged #retrieval on ChangeGamer.

• RAG and Retrieval for Agents · Guide
  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 · Reference
  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 · Guide
  Graph-structured retrieval: when and how to use knowledge graphs over vector RAG for multi-hop, relational, and global corpus queries.