RAG Knowledge Assistant — Answers With Sources by Imad DhinRAG Knowledge Assistant — Answers With Sources by Imad Dhin
RAG Knowledge Assistant — Answers With SourcesImad Dhin
Stop searching through disconnected documents for the same answers. I build a knowledge assistant around an agreed document collection, with citations and a clear fallback when evidence is missing.
What you receive
Document ingestion pipeline
Search and answer interface
Source citations and access rules
Evaluation set and deployment guide
How we work
Scope the customer journey, build the agreed delivery, test it with representative inputs, and hand over the configuration and operating notes.
We agree the exact workflows, integrations and acceptance checks before work begins. Third-party subscriptions, usage and hosting are separate. Extra features and ongoing maintenance are scoped separately. Start with a 30-minute scoping call.
Stop searching through disconnected documents for the same answers. I build a knowledge assistant around an agreed document collection, with citations and a clear fallback when evidence is missing.
What you receive
Document ingestion pipeline
Search and answer interface
Source citations and access rules
Evaluation set and deployment guide
How we work
Scope the customer journey, build the agreed delivery, test it with representative inputs, and hand over the configuration and operating notes.
We agree the exact workflows, integrations and acceptance checks before work begins. Third-party subscriptions, usage and hosting are separate. Extra features and ongoing maintenance are scoped separately. Start with a 30-minute scoping call.