Find reranking providers (Python)

Hybrid search and reranking are currently in public preview. Development is ongoing, and the features and functionality are subject to change. Astra DB Serverless, and the use of such, is subject to the DataStax Preview Terms.

Gets information about reranking providers for the find and rerank command, including supported providers, models, and configuration parameters.

Different databases might have different models available.

You need an application token with permission to interact with the target database, such as the Database Administrator role.

For more information, see Get endpoint and token.

Result

Returns a FindRerankingProvidersResult object that contains information about the the reranking providers.

The information in the response is arranged as a hierarchy of nested classes:

Parameters

Use the find_reranking_providers method, which belongs to the AstraDBDatabaseAdmin class.

Method signature

find_reranking_providers(
  *,
  filter_model_status: str | ModelStatus,
  database_admin_timeout_ms: int,
  request_timeout_ms: int,
  timeout_ms: int,
) -> FindRerankingProvidersResult

Name Type Summary

Name	Type	Summary
`filter_model_status`	`ModelStatus` or an equivalent string	Optional. Filters the available models by status. Default: `ModelStatus.SUPPORTED`
`database_admin_timeout_ms`	`int`	Optional. A timeout, in milliseconds, to impose on the underlying API request. If not provided, the `AstraDBDatabaseAdmin` defaults apply. This parameter is aliased as `request_timeout_ms` and `timeout_ms` for convenience.

filter_model_status

ModelStatus or an equivalent string

Optional. Filters the available models by status.

Default: ModelStatus.SUPPORTED

database_admin_timeout_ms

int

Optional. A timeout, in milliseconds, to impose on the underlying API request. If not provided, the AstraDBDatabaseAdmin defaults apply.

This parameter is aliased as request_timeout_ms and timeout_ms for convenience.

Examples

The following examples demonstrate how to find reranking providers.

from astrapy import DataAPIClient

client = DataAPIClient("APPLICATION_TOKEN")

admin = client.get_admin()

database_admin = admin.get_database_admin("API_ENDPOINT")

providers = database_admin.find_reranking_providers()

# Use the raw dict
print(providers.raw_info)

# Or work with the resulting object:

print(providers.reranking_providers.keys())

print(providers.reranking_providers["nvidia"])

print(providers.reranking_providers["nvidia"].models[0])

Client reference

For more information, see the client reference.

Find reranking providers (Python)

Result

Parameters

Examples

Client reference

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