FineTuning

import requests
import json

payload = [{
"context": "In what year did Neil Armstrong land on the moon?",
"correct_response": "1969"
}, {
"context": "Who is the author of the book 'To Kill a Mockingbird'?",
"correct_response": "Harper Lee"
}, {
"context": "What is the capital of France?",
"correct_response": "Paris"
}]

url = "https://api.berri.ai/finetune_instance"
args = {
"user_email": "krrish@berri.ai",
"instance_id": "7156c47f-2f70-4c81-a622-5dc21ef716d2"
}
headers = {'Content-Type': 'application/json'}
data = json.dumps(payload)
response = requests.post(url, params=args, headers=headers, data=data)
print(response.text)

<?php

    $payload = array(
        array(
            "context" => "In what year did Neil Armstrong land on the moon?",
            "correct_response" => "1969"
        ),
        array(
            "context" => "Who is the author of the book 'To Kill a Mockingbird'?",
            "correct_response" => "Harper Lee"
        ),
        array(
            "context" => "What is the capital of France?",
            "correct_response" => "Paris"
        )
    );

    $url = "https://api.berri.ai/finetune_instance";
    $args = array(
        "user_email" => "krrishdholakia@gmail.com",
        "instance_id" => "6eaa6359-7d27-4083-98d0-989c9d05930c"
    );
    $headers = array('Content-Type' => 'application/json');
    $data = json_encode($payload);
    $options = array(
        'http' => array(
            'header'  => "Content-Type: application/json\r\n",
            'method'  => 'POST',
            'content' => $data
        )
    );
    $context = stream_context_create($options);
    $response = file_get_contents($url . '?' . http_build_query($args), false, $context);
    echo $response;

?>

{
  "status": "<string>",
  "api_endpoint": "<string>"
}

POST

finetune_instance

import requests
import json

payload = [{
"context": "In what year did Neil Armstrong land on the moon?",
"correct_response": "1969"
}, {
"context": "Who is the author of the book 'To Kill a Mockingbird'?",
"correct_response": "Harper Lee"
}, {
"context": "What is the capital of France?",
"correct_response": "Paris"
}]

url = "https://api.berri.ai/finetune_instance"
args = {
"user_email": "krrish@berri.ai",
"instance_id": "7156c47f-2f70-4c81-a622-5dc21ef716d2"
}
headers = {'Content-Type': 'application/json'}
data = json.dumps(payload)
response = requests.post(url, params=args, headers=headers, data=data)
print(response.text)

<?php

    $payload = array(
        array(
            "context" => "In what year did Neil Armstrong land on the moon?",
            "correct_response" => "1969"
        ),
        array(
            "context" => "Who is the author of the book 'To Kill a Mockingbird'?",
            "correct_response" => "Harper Lee"
        ),
        array(
            "context" => "What is the capital of France?",
            "correct_response" => "Paris"
        )
    );

    $url = "https://api.berri.ai/finetune_instance";
    $args = array(
        "user_email" => "krrishdholakia@gmail.com",
        "instance_id" => "6eaa6359-7d27-4083-98d0-989c9d05930c"
    );
    $headers = array('Content-Type' => 'application/json');
    $data = json_encode($payload);
    $options = array(
        'http' => array(
            'header'  => "Content-Type: application/json\r\n",
            'method'  => 'POST',
            'content' => $data
        )
    );
    $context = stream_context_create($options);
    $response = file_get_contents($url . '?' . http_build_query($args), false, $context);
    echo $response;

?>

{
  "status": "<string>",
  "api_endpoint": "<string>"
}

Fine-tune

This endpoint is used to finetune an instance by passing in the required information as parameters in the request. Request Body The request body should contain a list of JSON objects, with each object containing both context and correct_response attributes. The structure of the request body should be as follows:

string

Pass in your email, this will map the app you create to your account.

string

The instance_id you received after calling create_app

string

default:"[]"

required

The request body should contain a list of JSON objects, with each object containing both context and correct_response attributes. The structure of the request body should be as follows:

  [
      {
          "context": "In what year did Neil Armstrong land on the moon?",
          "correct_response": "1969"
      },
      {    "context": "Who is the author of the book 'To Kill a Mockingbird'?",
          "correct_response": "Harper Lee"
      },
      {    "context": "What is the capital of France?",
          "correct_response": "Paris"
      }
  ]

Response

string

A string indicating the status of the request. This will be “success” if the request was successful and the feedback was stored

string

Your api endpoint of the finetuned instance

import requests
import json

payload = [{
"context": "In what year did Neil Armstrong land on the moon?",
"correct_response": "1969"
}, {
"context": "Who is the author of the book 'To Kill a Mockingbird'?",
"correct_response": "Harper Lee"
}, {
"context": "What is the capital of France?",
"correct_response": "Paris"
}]

url = "https://api.berri.ai/finetune_instance"
args = {
"user_email": "krrish@berri.ai",
"instance_id": "7156c47f-2f70-4c81-a622-5dc21ef716d2"
}
headers = {'Content-Type': 'application/json'}
data = json.dumps(payload)
response = requests.post(url, params=args, headers=headers, data=data)
print(response.text)

<?php

    $payload = array(
        array(
            "context" => "In what year did Neil Armstrong land on the moon?",
            "correct_response" => "1969"
        ),
        array(
            "context" => "Who is the author of the book 'To Kill a Mockingbird'?",
            "correct_response" => "Harper Lee"
        ),
        array(
            "context" => "What is the capital of France?",
            "correct_response" => "Paris"
        )
    );

    $url = "https://api.berri.ai/finetune_instance";
    $args = array(
        "user_email" => "krrishdholakia@gmail.com",
        "instance_id" => "6eaa6359-7d27-4083-98d0-989c9d05930c"
    );
    $headers = array('Content-Type' => 'application/json');
    $data = json_encode($payload);
    $options = array(
        'http' => array(
            'header'  => "Content-Type: application/json\r\n",
            'method'  => 'POST',
            'content' => $data
        )
    );
    $context = stream_context_create($options);
    $response = file_get_contents($url . '?' . http_build_query($args), false, $context);
    echo $response;

?>

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