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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 and does not expose a close method. Applications that own shutdown should inject and release the client themselves.

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

Built for Anvia.