Label*

Default Value: MongoDB - Atlas Vector Search
Example: Atlas Vector Search

String

Specify the name for the Snap. You can modify this to be more specific, especially if you have more than one of the same Snap in your pipeline.

Database name

Default Value: N/A
Example: chunking_strategy

String/Expression/Suggestion

Specify the database where the query is executed. If you do not specify, the database configured in the account is used.

Collection name*

Default Value: N/A
Example: chunk_metadata

String/Expression/Suggestion

Specify or select a MongoDB collection name to find indexes for vector search.

Search index*

Default Value: N/A
Example: vector_index

String/Expression

Specify the name of the search index to query.

Vector field*

Default Value: N/A
Example: embedding

String/Expression/Suggestion

Specify the name of the vector field that you want to search.

Number of candidates*

Maximum value: 10000
Minimum value: 0

Default Value: 100
Example: 50

Integer/Expression

Specify the number of candidates for vector search.

Limit*

Maximum value: 10000
Minimum value: 0

Limit*

Default Value: 4
Example: 10

Integer/Expression

Specify the number of results to return for each query.

Maximum value: 10000
Minimum value: 0

Advanced settings

Configure the advanced settings as required.

Batch size*

Default Value: 0
Example: 10

Integer

Specify the number of documents to return per batch.

Timezone hours offset

Default Value: 0
Example: 12

Integer

Specify the time zone hour offset to apply to all DateTime fields.

Timezone minutes offset

Default Value: 0
Example: 1

Integer

Specify the time zone minutes offset to apply to all DateTime fields.

Number of retries

Default Value: 0
Example: 4

Integer/Expression

Specify the maximum number of attempts to be made to receive a response. The request is terminated if the attempts do not result in a response.

Retry interval (seconds)

Default Value: 1
Example: 5

Integer/Expression

Specify the time interval between two retry requests.

Snap Execution

Default Value: 
Example: Validate & Execute

Dropdown list

Select one of the following three modes in which the Snap executes:

• Validate & Execute: Performs limited execution of the Snap, and generates a data preview during pipeline validation. Subsequently, performs full execution of the Snap (unlimited records) during pipeline runtime.

• Execute only: Performs full execution of the Snap during pipeline execution without generating preview data.

• Disabled: Disables the Snap and all Snaps that are downstream from it.