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FlexAI’s Interactive Development features are designed to optimize your development workflows and enhance productivity. You can leverage these tools to streamline your coding-testing-debugging cycles, all within the FlexAI ecosystem.

Visual Studio Code Integration

Connect directly to your Interactive Development environment from Visual Studio Code to leverage all of its supported features, like language servers, integrated terminal for system-wide command execution, debugging tools, and a large set of extensions.
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SSH Connection Freedom

Access your an Interactive Development environment via SSH from any terminal or tool that can leverage it, giving you complete control over your development environment.
You can use the Interactive Training mode to create a dynamic FlexAI Training runtime environment that you can interact with directly via SSH from your terminal or through a code editor —in this case, Visual Studio Code (VSCode).

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Your AI development workflow within the FlexAI ecosystem

The most straightforward way to integrate FlexAI into your development workflow is to use the Interactive Training mode to create a dynamic training environment that you can connect to from VSCode. Within the Interactive Training runtime environment you will have access to its file system —including your code base, Datasets, generated outputs and Checkpoints—, as well as the ability to run system commands to query logs and monitor performance.

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Integrating more FlexAI services into your development workflow

You can go deeper by integrating more FlexAI services, here’s an example workflow:

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Want to go deeper?

How about testing your changes by deploying an Inference Endpoint from an “Inference-ready” Checkpoint you created during your Interactive Training session? You can learn how to do this and more in the Inference-ready Checkpoints documentation page.

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Prefer not to use Visual Studio Code?

If you prefer not to use Visual Studio Code, you can still connect to the Interactive Training Runtime using any SSH client. Simply skip the --vscode flag when starting the Interactive Training session, then use the provided SSH command to connect to the Interactive Training Runtime from your terminal or SSH client of choice.