ReusableRAG.

What it does

ReusableRAG is the retrieval-augmented stack your team would otherwise rebuild from scratch on every engagement: connectors, chunking, embeddings, retrieval, the eval harness, the governance hooks. Configured to a domain in a sprint — regulator, hospital network, ministry, law firm — not in a quarter.

How it works

Connectors pull documents from the systems an institution actually uses (SharePoint, document management systems, file shares, public registries). The chunking and embedding choices are surfaced as configuration, not buried in code, so a domain expert can sharpen retrieval without re-deploying. An eval harness runs continuous tests against a question bank — when retrieval quality drops, the team finds out before the executive does.

Deployment & governance

Runs on-prem or cloud. Embedding store of your choice (pgvector, Pinecone, Qdrant). Every retrieval is logged with the query, the matched chunks, and the relevance scores; reviewers can audit individual answers without instrumenting the application.