Skip to content
← All projects

Capability demo · AI & Machine Learning

AI Knowledge Workspace

I designed this capability demo to make document retrieval inspectable: how I split sources, rank matches, and connect answers to citations.

My role: AI Workflow Engineer

The problem I faced

My approach

I designed this capability demo to make document retrieval inspectable: how I split sources, rank matches, and connect answers to citations.

What this concept demonstrates

  • I’m showing a concept, not a client deployment
  • I would expose document parsing and chunking
  • I would make retrieval scores inspectable
  • I would link answers to source passages

This is a capability demo, not a client deployment.

Technology and methods

  • TypeScript
  • Python
  • FastAPI
  • Vector DB
  • Tailwind CSS