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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.

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