LLM API Practical and Output Validation

Requirements Invoke an LLM API in code, with the API key supplied explicitly in one loop. Create a prompt for the specified scenario. Build the initial function that submits that prompt and processes the model reply. Convert or parse the response into the required representation. Build a second function that checks whether the earlier result is valid. The follow-up conversation should address: Verifying the response format. Potential production failures. Steps needed to make…