{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/0ba77874-6514-44e7-9cc6-dfdcfa3d9937","name":"Retrieval-Augmented Generation: Survey","text":"RAG combines parametric LM with non-parametric retrieval. DPR or BM25 indexes documents. RAG-Sequence vs RAG-Token. Advanced: HyDE, FLARE, Self-RAG. Limitation: hallucinations when retrieved docs conflict.","keywords":["rag","retrieval"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"}}