AI-Native: Multi-model support (Gemini, OpenAI, or Local LLMs) for NL2SQL. DevOps Ready: Optimized for Kubernetes orchestration and Docker environments. Enterprise Grade: Built-in RBAC, SSO (OIDC), ...
Qdrant failures during reindex are recorded per chunk and summarized; the script exits non-zero if any chunk fails. Search keeps existing behavior: vector retrieval errors are traced and SQL keyword ...