- Chunk findings CSV: includes CIS Recommendation number, Section, Status in document header
- Consult embeddings: tenancy dropdown (OCI config selector) for filtered search
- CIS number detection: regex extracts "cis X.Y" from query → TEXT LIKE filter for exact match
- Dynamic top_k: 10 per table when CIS filter active (vs 3 default), 15 global results
- Vector search text_filter: combined vector similarity + TEXT LIKE for precise results
- Purged 121174 legacy docs without tenancy metadata from all CIS tables
- Re-embedded 4364 docs across 7 tables with full CIS metadata
- GPT-5.2 for consult (was GPT-4.1), max_tokens 8000
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