From Pilot to Production: Rolling Out a Document Assistant
What changes when a document assistant leaves the pilot: corpus scope, refusal thresholds, permissions, hosting choice and the operations work after launch.
Access Control in a Document Assistant: Who Sees Which File
How to enforce permissions in a RAG document assistant: ingestion, query-time and post-retrieval filtering, and how to model ACLs as chunk metadata.
On-Premise RAG: What You Give Up and What You Get Back
On-premise RAG keeps documents, index, embeddings and inference inside your boundary. What you lose in model choice, and what you gain in control.
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