nogueiraguh 19f2df7a7a feat: RAG optimizations — single connection, smart table skip, follow-up context ...

- Single ADB connection: _vector_search_multi searches all tables with 1 connection (was 11)
- Smart table skip: _relevant_tables matches query keywords to tables, skips irrelevant ones
- Follow-up enrichment: short questions (≤8 words) enriched with previous user message for RAG context
- CIS filter applied to enriched query (follow-up "qual o comando cli?" inherits "cis 1.1" from previous)
- RAG system prompt: remediation must be COMPLETE with CLI commands in code blocks, never summarized
- Table keyword mapping for all 11 tables (IAM, networking, compute, etc.)
- Applied to both Chat Agent and Consultar Embeddings

2026-03-25 09:12:41 -03:00

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