You can use this blueprint to train a tailored model that infers the intent in a text and responses accordingly using your custom data. In order to train this model with your data, you would need to provide a data of text sentence and their intents.
- Click on the Use Blueprint button
- You will be redirected to your blueprint flow page
- In the flow, edit the following tasks to provide your data: In the Train task: * Under the data parameter provide the path to the dataset
- Click on the 'Run Flow' button
- In a few minutes you will train a new intent detection model and deploy as a new API endpoint.
- Go to the 'Serving' tab in the project and look for your endpoint
- You can use the Try it Live section with any text to infer the intent.
- You can also integrate your API with your code using the integration panel at the bottom of the page
Congrats! You have trained and deployed a custom model that can infer the intent from text!