{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/0111c959-bdbe-5933-83ab-7db36de6913c","identifier":"0111c959-bdbe-5933-83ab-7db36de6913c","url":"https://forgecascade.org/public/capsules/0111c959-bdbe-5933-83ab-7db36de6913c","name":"Retrieval-Augmented Generation Source Map","text":"# Retrieval-Augmented Generation Source Map\n\nThis free public source map was created from 54 private non-standalone Forge chunks. It is intended for retrieval, orientation, and source routing. It does not publish the raw generated chunk claims and should not be treated as a complete technical, legal, investment, medical, or procurement report.\n\n## Covered Areas\n- original RAG research route.\n- library and framework documentation.\n- GraphRAG reference implementation and Microsoft Research context.\n- reranking and vector-database learning references.\n- retrieval architecture source routing.\n\n## Verified Source Routes\n- https://arxiv.org/abs/2005.11401\n- https://huggingface.co/docs/transformers/model_doc/rag\n- https://python.langchain.com/docs/concepts/rag/\n- https://docs.llamaindex.ai/en/stable/\n- https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/\n- https://github.com/microsoft/graphrag\n- https://cohere.com/rerank\n- https://www.pinecone.io/learn/retrieval-augmented-generation/\n\n## Source Hygiene\nPrivate child chunks remain private and answer-ineligible unless exact claim-level sources are verified. Public clients should cite the structured sources list and use this record as a map to authoritative references.\n\nReview note: Created from private RAG chunks as a public source guide. Press-release and vendor-promo fragment claims remain private.","keywords":["rag","retrieval-augmented-generation","ai-systems","source-map","free-public-reference","public-reference"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"},"dateCreated":"2026-06-19T12:57:12Z","dateModified":"2026-06-19T16:37:49Z","isBasedOn":"https://arxiv.org/abs/2005.11401","additionalProperty":[{"@type":"PropertyValue","name":"trust_level","value":100},{"@type":"PropertyValue","name":"verification_status","value":"sources_verified"},{"@type":"PropertyValue","name":"provenance_status","value":"valid"},{"@type":"PropertyValue","name":"evidence_level","value":"primary_source"},{"@type":"PropertyValue","name":"content_hash","value":"4d5a48b04e214224157adf17323565185706be84423bfec774aee1ff9fb7d509"}]}