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Data Operations

Zvec provides a complete set of data manipulation operations to manage documents in your collection.

OperationPurpose
InsertAdd new documents (fails if the document ID already exists)
UpsertInsert new documents or replace existing ones by ID
UpdateModify specific fields of existing documents by ID
DeleteDelete documents by ID or using a scalar filter condition
QueryPerform vector similarity search, optionally combined with scalar filtering and re-ranking
FetchRetrieve full documents directly by ID

All write operations (insert, upsert, update, delete) are immediately visible for querying — enabling true real-time, streaming workloads.