Engineering Notebook

Enablement Assistant RAG

Ask the notebook. Inspect the evidence.

A static product demo of the runnable RAG prototype. It keeps the same contract as the CLI: retrieve trusted markdown chunks, answer only from the indexed sources, cite line ranges, and refuse unsupported questions.

Markdown corpus Chunk metadata Lexical retrieval Grounded answer

Answer

Grounded response

FOUND

Retrieval

Retrieved Context

0 chunks

Eval Set

Regression Questions

18/18 current evals pass in workspace validation
11 covered questions expect citations
7 uncovered question expects refusal

Production Path

What Changes Next

  • Swap lexical retrieval for hybrid embeddings and keyword search.
  • Add document freshness, permissions, and stable source URLs.
  • Use a model gateway with grounded-answer and refusal evals.
  • Publish latency, cost, source-hit, and answer-quality telemetry.