We are thrilled to announce a significant upgrade to our Python SDK, aimed at streamlining and enhancing the pipeline creation and resource configuration process for connectors and operators. 

One of the key challenges users faced in previous versions was the difficulty in understanding the required configurations for connectors and operators. With the implementation of JSON schema validation, type hints, and helper classes that define all the necessary fields, users no longer need to refer to extensive documentation to configure resources. This ensures a more straightforward and error-free setup.

This update marks a significant step forward in improving user experience and reducing friction in the configuration process. We believe that these enhancements will empower users to make end-to-end use of the Python SDK; resource configuration, pipeline creation, debugging/editing/updating, and deployment from within their tech stack. 

You can find a complete pipeline setup example with Python SDK on our 

Your feedback is crucial to us, so please don't hesitate to share your thoughts and experiences with the improved configuration workflow. We're committed to continually enhancing our platform to meet your needs and provide you with the best possible user experience.

To set up and get started with the SDKs, head over to their respective GitHub Repos:

Instill AI changelog

Instill Python SDK: Pipeline Creation made Easier