Instill Model

The Instill Model AI Connector enables you to connect the AI models served on the Instill Model Platform for various AI tasks:

• Classification
• Object Detection
• Semantic Segmentation
• Instance Segmentation
• OCR
• Keypoint
• Text Generation
• Text to Image

#Release Stage

Alpha

#Resource Configuration

The up-to-date configuration is maintained here.

#No-code Setup

To create an Instill Model AI connector from Instill Cloud, you'll first need to create an Instill Cloud account by visiting console.instill.tech.

1. Visit Model Hub on Instill Cloud to explore available models

2. Go to the AI page of your local Console and click Set up new AI

3. In the Set Up New AI Connector page, fill an ID for your model, this will be the unique identifier of this connector

4. [Optional] Give a short description of your connector in the Description field

5. Click the AI Connector Type ▾ drop-down and choose Instill Model

6. Fill in the following information and click Set up

   • Enter API Token. You can find your Instill Cloud API tokens by visiting your Settings > API Tokens page.
   • Set the the Server URL https://api.instill.tech to access models on Instill Cloud
   • Enter the ID of the model from Model Hub on Instill Cloud that you want to use

7. By default, the connector is disconnected. To connect and use AI connector, go to the connector page and click Connect.

To create an Instill Model AI connector from local Instill Model, follow the same steps, follow the same steps as above, but with the following difference in step 1 and 6:

1. Visit local Instill Model from local Console](http://localhost:3000/model-hub) to create and deploy your models

and

6. Fill the following information and click Set up

   • Leave the API Key field empty to access models on your local Instill Model
   • Set the Server URL to http://localhost:9080 to access models on your local Instill Model.
   • Enter the ID of the model served on your local Instill Model that you want to use

#Low-code Setup

For other operations, please refer to the VDP Protobufs.

#Connector Configuration

When using the Instill Model AI connector in your pipeline, certain fields of the input data need to be filled to trigger the pipeline effectively. Here are the expected input and output data fields for the Instill Model AI connector.

#Classification

#Object Detection

#Semantic Segmentation

#Instance Segmentation

#OCR

#Keypoint

#Text Generation

#Text to Image