halasadoumi/scientific-agent-that-corrects-itself

Scientific Verification Agent accepts session questions and files, extracts and chunks document evidence, retrieves and ranks passages, drafts answers, performs a separate claim-check retrieval and model call, and records results for audit. Uploads may be processed synchronously or through Redis-backed jobs; arXiv lookup and semantic embeddings are optional branches. The API owns orchestration, while catalog and object storage provide persistence. The map follows README-described flows where excerpts do not expose route internals; unsampled implementation details are not inferred.