Connecting Your Model: A Complete Guide

This guide will walk you through the process of connecting your AI model to the Handit.AI platform. By the end of this guide, you'll have your model connected and actively capturing data in the system.

Step 1: Create a Model on the Platform

To get started, you first need to create a model within the Handit.AI platform. Follow these steps:

Navigate to the "Models" section on the platform.
Click on "Create Model".

Enter the required basic information about your model (e.g., name, description).

Once created, the platform will generate a unique Model ID for your model.

Step 2: Install the Handit.AI Library

To connect your model in your code, you'll need to use the Handit.AI library:

npm i @handit.ai/node

pip install handit-sdk

Step 3: Configure the Library and Connect Your Model

After installing the library, you can configure it in your JavaScript code and connect your model. Use the following steps:

1. Locate Your API Integration Token

Go to the Settings page on the platform.
Find your API Integration Token. This, along with your Model ID, is required to connect your model.

2. Configure the Library in Code

Here's an example of how to configure and connect your model using the library:

const { config, captureModel } = require('@handit.ai/node');

config({
  apiKey: 'your-api-integration-token',
});


// Capture the model call
...
await captureModel({
      modelId: 'your-model-id',
      requestBody: modelInput,
      responseBody: modelOutput,
    });
...

from handit import HanditTracker


# Configure the library
traker = HanditTracker()
traker = traker.config(api_key="your-api-integration-token")

# Capture the model call
traker.capture_model(
    model_id="your-model-id",
    request_body=model_input,
    response_body=model_output,
)

📘 Note: Replace 'your-model-id' and 'your-api-integration-token' with the actual values for your model.

Step 4: Verify the Connection

Once your model is connected, you will start seeing data flow in the platform. Go to the "AI Evaluation" section to monitor the data captured by your model.

You're All Set!

Congratulations! You’ve successfully connected your model to the Handit.AI platform. You can now monitor and analyze the data flowing through your model in real time.

💡 Tip: Explore advanced features like Monitoring, AI Evaluation, and more to make the most of Handit.AI.

PreviousHandit.AI Documentation NextInstallation

Last updated 2 days ago

const { config, captureModel } = require('@handit.ai/node'); config({ apiKey: 'your-api-integration-token', }); // Capture the model call ... await captureModel({ modelId: 'your-model-id', requestBody: modelInput, responseBody: modelOutput, }); ...

from handit import HanditTracker # Configure the library traker = HanditTracker() traker = traker.config(api_key="your-api-integration-token") # Capture the model call traker.capture_model( model_id="your-model-id", request_body=model_input, response_body=model_output, )