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Project details
Professional · PrivateStratusEdge
An enterprise AI platform with secure chat and answers grounded in internal documents via a retrieval pipeline and streaming responses.
Role. Retrieval pipeline, streaming chat UI, and production deployment.
- Enterprise
- AI
- Django
- RAG
Problem
Teams needed trustworthy answers from internal documents, not a brittle chatbot that invents context.
How it works
A chat interface that streams answers while the backend retrieves from company knowledge and generates responses in production containers. Retrieval and generation stay separate steps.
Decisions
- Streaming responses instead of waiting for a full reply.
- Keep retrieval and generation as separate, inspectable steps.
Outcomes
- Production chat with grounded answers and a repeatable deploy.
Want to go deeper on this project?
Happy to walk through decisions and constraints.