RAG / Synthetic walkthrough
Evidence before answering.
Private RAG work combines embeddings, scoped retrieval, structured generation, streaming and citations.
Public explanations use synthetic data. Any scripted demonstration makes no model calls and does not expose private code or records. This interface uses preset questions, excerpts and answers. It does not run retrieval, embeddings or model calls; it contains no private code or records.
Preset question
Who reviews an Atlas release?
Retrieved context (simulated)
Every release requires platform team review and approval from the responsible owner.
[1] Fictional Atlas handbook · Releases · §2
Scripted answer
The platform team reviews the change and a responsible owner approves the release [1].
Answer supported by the synthetic excerpt.
Architecture explained
- Scope. Constrain authorized sources before retrieving context.
- Retrieve. Find relevant excerpts using embeddings and scoped pgvector retrieval. This demo replaces that step with fixed fictional text.
- Answer and review. Present a structured answer with citations, or leave missing evidence visible. A citation alone does not guarantee a claim is correct.
The reviewed private implementation includes structured generation and streaming. This public walkthrough explains the design without reproducing that system or its data.