04Case study
LocalSupport AI Studio
Private RAG support assistant
A support assistant that answers from your own documents, runs fully on local models and shows its sources, with guardrails and an admin dashboard.
- Our role
- AI engineering, RAG, full-stack development
- Built with
- React 19FastAPIPostgreSQL + pgvectorOllama
01The challenge
Many companies want an AI assistant for support, but can't send internal documents to an outside AI service.
02What we built
We built a support assistant that runs entirely on local models: it answers from the company's own documents, streams its answers with ranked source citations, and is protected against prompt injection. An admin dashboard shows what people ask.
03LocalSupport AI Studio
Key features
- 01
Answers with sources
Every answer shows the ranked documents it comes from.
- 02
Runs locally
Local models: no document or question leaves the company.
- 03
Guardrails
Protection against prompt injection and off-topic requests.
- 04
Admin dashboard
See questions, sources and gaps in the knowledge base.
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