Profile pin · Python

groundtruth

Canonical production RAG platform: hybrid search, citations, refusal logic.

Offline-first demo with hybrid search, citations, and refusal logic. PostgreSQL/pgvector, Redis, model-provider, and document-parser infrastructure are optional integration paths, not a hosted production deployment. Absorbs document-intelligence-pipeline ingestion and KnowledgeOps retrieval/deployment lineage.

Language: Python Updated: 2026-08-15 Visibility: public

Verified proof

291 API tests, Ruff and Pyright checks, 47 web tests, 8/8 desktop and mobile Chromium smoke, and byte-identical checksum-verified offline evidence passed on 2026-08-15.

Repo facts

Default branch: main. Stars: 0. Forks: 0. Created: 2026-05-31.