Create an Google AI Studio inference endpoint
- PUT /_inference/{task_type}/{googleaistudio_inference_id}
Create an inference endpoint to perform an inference task with the googleaistudio service.
- Cluster privileges:
manage_inference
Path Parameters
-
task_typeGoogleAiStudioTaskTyperequired -
The type of the inference task that the model will perform.
-
Values:
completiontext_embedding -
googleaistudio_inference_idstring Idrequired -
The unique identifier of the inference endpoint.
Query Parameters
-
timeoutstring Duration · default: 30s Specifies the amount of time to wait for the inference endpoint to be created.
Request
-
chunking_settingsInferenceChunkingSettings -
The chunking configuration object.
- Reference
-
max_chunk_sizenumber · default: 250 -
The maximum size of a chunk in words. This value cannot be higher than
300or lower than20(forsentencestrategy) or10(forwordstrategy). -
overlapnumber · default: 100 -
The number of overlapping words for chunks. It is applicable only to a
wordchunking strategy. This value cannot be higher than half themax_chunk_sizevalue. -
sentence_overlapnumber · default: 1 -
The number of overlapping sentences for chunks. It is applicable only for a
sentencechunking strategy. It can be either1or0. -
strategystring · default: sentence -
The chunking strategy:
sentenceorword. -
serviceGoogleAiServiceTyperequired -
The type of service supported for the specified task type. In this case,
googleaistudio. -
Values:
googleaistudio -
service_settingsGoogleAiStudioServiceSettingsrequired -
Settings used to install the inference model. These settings are specific to the
googleaistudioservice. -
api_keystringrequired -
A valid API key of your Google Gemini account.
-
model_idstringrequired -
The name of the model to use for the inference task. Refer to the Google documentation for the list of supported models.
- External docs
-
rate_limitRateLimitSetting -
This setting helps to minimize the number of rate limit errors returned from Google AI Studio. By default, the
googleaistudioservice sets the number of requests allowed per minute to 360. -
requests_per_minutenumber -
The number of requests allowed per minute.
Response
-
chunking_settingsInferenceChunkingSettings -
Chunking configuration object
-
max_chunk_sizenumber · default: 250 -
The maximum size of a chunk in words. This value cannot be higher than
300or lower than20(forsentencestrategy) or10(forwordstrategy). -
overlapnumber · default: 100 -
The number of overlapping words for chunks. It is applicable only to a
wordchunking strategy. This value cannot be higher than half themax_chunk_sizevalue. -
sentence_overlapnumber · default: 1 -
The number of overlapping sentences for chunks. It is applicable only for a
sentencechunking strategy. It can be either1or0. -
strategystring · default: sentence -
The chunking strategy:
sentenceorword. -
servicestringrequired -
The service type
-
service_settingsServiceSettingsrequired -
Settings specific to the service
-
task_settingsTaskSettings -
Task settings specific to the service and task type
-
inference_idstringrequired -
The inference Id