Qdrant API key: create, secure, and rotate yours

Qdrant offers a secure method for managing API keys, essential for protecting vector data, by treating them like database passwords, with the ability to generate these keys quickly through Qdrant Cloud or self-hosted configurations. The Qdrant API requires including a valid API key in every request, with specific ways to integrate it into REST and gRPC calls, and provides a 403 Forbidden response for invalid or missing keys. Best practices for securing these keys include avoiding hardcoding, using environment variables or a secrets manager, employing read-only keys for non-modifiable access, and restricting network access with IP allowlists. For seamless key rotation without downtime, Qdrant recommends generating new keys while the old key remains valid, updating applications, verifying through health checks, and then revoking the old key, with a special provision for temporarily configuring two valid keys on self-hosted setups. In RAG workflows, the API key facilitates storing embeddings and retrieving context, with CodeWords providing a platform to build vector search workflows, complete with document ingestion, semantic search, and LLM generation, supported by pre-built RAG templates and pricing options for LLM access.

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