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Production ​

  • Inject a client with explicit address, authentication, TLS, and timeouts.
  • Provision collections and indexes before startup.
  • Tune HNSW and search parameters for corpus scale and latency goals.
  • Verify collection load and replica health during deployment.
  • Define idempotent ingestion or replacement around Milvus insert.
  • Monitor index build, compaction, storage, and multi-embedding growth.

The adapter creates a default local client when omitted. close() releases adapter-created clients, while injected clients remain open under the application's ownership.

Metadata filters are retrieval constraints, not tenant authorization. Keep access checks in the service layer.

Built for Anvia.