01Challenge
Need for AI assistants with internal knowledge, scoped per project, with least-privilege access.
02Solution
Agents orchestrated with n8n, custom embeddings, RAG with Qdrant/PGVector, per-project context isolation, and model choice driven by privacy and cost.
03Results
- Internal assistants grounded on in-house documentation.