RAG Engines

Retrieval-augmented generation systems that retrieve external evidence and compose grounded model answers; it excludes ordinary search engines, static vector databases, and document converters without retrieval.

Subfields

Agentic Retrieval

RAG engines whose primary distinction is autonomous multi-step evidence gathering and grounded answer synthesis through query planning, reformulation, or traversal. This specialization takes precedence over document-rag-platforms. Excludes ordinary search exposed as an agent tool, next-turn context selectors, crawlers, and general agent frameworks.

1 projects

Projects in this field (1)
Project	What it does	Stars	Language	License	Latest release
infiniflow/ragflow	RAGFlow is a RAG engine that extracts knowledge from unstructured documents and combines agentic retrieval with grounded answers.	★ 92.4K	Go	Apache-2.0	v1.0.0-rc2