Usage with Common Model Providers and Frameworks

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Initialization

To integrate with Runloop and your preferred LLM provider, initialize the respective SDK clients.

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Defining Prompts

Defining a clear, actionable prompt ensures accurate LLM responses.

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Generating Code

Send the defined prompts to the LLM’s message endpoint, configure parameters and extract the generated code from the response.

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Running Code on a Devbox

After retrieving the code from the LLM, execute it in a Runloop Devbox.

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Integrating with Popular Frameworks

The examples below show Integration of Runloop with popular frameworks and LLM providers.

The examples follow this structure:

1. Client Initialization: Set up SDK clients with environment variables.
2. Prompt Definition: Use pre-defined system and user prompts.
3. Code Generation: Generate code based on the prompts.
4. Execution: Run the code in a secure Runloop Devbox.

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TypeScript Integrations

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Python Integrations