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Integration Service activities

Create a Vector Search Index

Create a Vector Search Index activity in the Databricks connector.

Project compatibility​

Windows | Cross-platform

Overview​

DescriptionAPI MethodAPI Path
Create a Vector Search index. Requires name, endpoint_name, index_type and primary_key; DELTA_SYNC keeps the index in step with a source Delta table, DIRECT_ACCESS is written through the API.POST/vector_search_indexes

Input​

ParameterDescriptionData Type
Index Name *Three-level index name, for example main.default.my_index.string
Endpoint Name *Vector search endpoint that hosts the index. For example, my-vs-endpoint.string
Index Type *DELTA_SYNC keeps in sync with a Delta table; DIRECT_ACCESS is written via the API. Allowed values: DELTA_SYNC, DIRECT_ACCESS.string
Primary Key *Column that uniquely identifies each row. For example, id.string
Delta Sync Index SpecFor DELTA_SYNC: source_table, pipeline_type, embedding_source_columns. For example, {"source_table": "main.default.docs", "pipeline_type": "TRIGGERED", "embedding_source_columns": [{"name": "text", "embedding_model_endpoint_name": "databricks-bge-large-en"}]}.object
Direct Access Index SpecFor DIRECT_ACCESS: schema_json and embedding config. For example, {"schema_json": "{\"id\": \"string\", \"text\": \"string\"}"}.object

* Required parameter.

Output​

ParameterDescriptionData Type
Index NameThree-level index name, for example main.default.my_index.string
Endpoint NameVector search endpoint that hosts the index.string
Index TypeDELTA_SYNC keeps in sync with a Delta table; DIRECT_ACCESS is written via the API. Allowed values: DELTA_SYNC, DIRECT_ACCESS.string
Vector IndexesIndexes returned by the list call.array
StatusCurrent status of the Vector Search index, including whether it is ready to query.object
CreatorPrincipal that created the Vector Search index.string
Note:

You might see variations in the output depending on where you run the activity. In API workflows and Maestro Flow, a single response object containing all the fields is returned. In RPA workflows, not all fields are exposed, but you can still retrieve them from the exposed response object.

  • Project compatibility​
  • Overview​
  • Input​
  • Output​

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