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Inference API

After deploying your cluster and creating an API key, you can now start to make an inference to your inference servers!

Example with python (httpx)​

Here's an example of a cURL command to help you test the request:

import httpx
client = httpx.Client(http2=True, timeout=httpx.Timeout(30.0))
response = client.post(endpoint_url, 
	headers={
   		'content-type': 'application/json',
		  'x-api-key': api_key
	}, json = {
		  'project_id': project_id,
		  'grpc_data': {'array':data_values.tolist()}
	})
output = response.json()

Explanation​

Inference Request Summary

Information Needed​

From the deployment tab in your project, there are a few necessary information you will require to make an inference request.

  • Endpoint URL
  • Project ID

Sending a Request​

To make an inference rquest, follow the steps below to make a GET request to the /api/inference/new endpoint.

Request Headers​

{
  "x-api-key": "<api_key>"
}

Request Body​

{
  "project_id": "<string>",
  "grpc_data": {
    "data": [<array of data>]
  }
}

HTTP Version​

HTTP/2 is recommended for use with inference for better