Multiple RAG Systems
A family of RAG pipelines tailored per domain (support, legal-style docs, ops runbooks).
Architecture & workflows
How this product is built, deployed, and operated in production.
Delivery flow
End-to-end delivery flow for this project, from intake through the final handoff.
Challenge
One generic RAG setup underperformed across different document types and access rules.
How we did it
Templated ingestion and evaluation packs per domain, sharing the same service skeleton.
Outcome
Faster rollout of new knowledge bases with consistent quality gates.
Tech stack
Step-by-step
- 1
Domain pack
Chunking + metadata rules per corpus
- 2
Build index
Embeddings + filters for tenant/role
- 3
Eval set
Golden questions score groundedness
- 4
Serve
Query API with citations
- 5
Monitor
Track failures and refresh stale docs
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