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    Payload Indexes

    Configure payload and unique indexes for efficient querying and data integrity constraints

    Why do anything?

    Without indexes, queries scan all documents. Unique constraints prevent duplicate data.

    Why now?

    Production workloads need query optimization and data integrity.

    Why this feature?

    Payload indexes for query optimization, unique indexes for constraint enforcement, automatic index on _internal fields.

    How It Works

    Indexes optimize queries and enforce constraints on document payloads.

    1

    Index Definition

    Define field path and index type

    2

    Index Creation

    Create index on Qdrant collection

    3

    Constraint Enforcement

    Reject duplicates for unique indexes

    4

    Query Optimization

    Use index for filter acceleration

    Why This Approach

    Qdrant payload indexes accelerate filtering. Unique indexes ensure data integrity.

    Integration

    client.namespaces.indexes.create(namespace_id=ns, field="sku", type="unique")