Jazmine
Private RAG Reference App
A sanitized reference implementation for private document ingestion, retrieval, source-grounded answers, and access-aware RAG workflows.
in-progress
This demo recreates the core engineering pattern behind a private enterprise RAG assistant using mock data and simplified infrastructure.
Related production system
Jazmine — Private Enterprise RAG Assistant.
What it demonstrates
- Document ingestion and chunking.
- Embedding and retrieval flow.
- Source-grounded answer display.
- Department-aware filtering pattern.
- Evaluation hooks for weak retrieval and unsupported answers.
Tech stack
Next.jsFastAPIPostgresVector SearchLocal LLM
Known limitations
- Mock data only.
- Simplified authentication and access control.
- No proprietary document formats or internal workflows.
Status
The reference implementation is in progress. Repository and hosted demo links should be added only when a sanitized public version exists.