Write a function to evaluate the compatibility of shared prompts across two LLM APIs

Question

Can you tell me Write a function to evaluate the compatibility of shared prompts across two LLM APIs.

Answer 1

You can evaluate the compatibility of shared prompts across two LLM APIs by comparing their outputs on identical inputs using similarity metrics.

Here is the code snippet below:

In the above code we are using the following key points:

• OpenAI's API to generate a response from GPT-based model.

• A generic POST request to call another LLM via its API endpoint.

• SequenceMatcher to compute textual similarity between both responses.

Hence, this method enables a practical comparison framework to assess prompt behavior consistency across multiple LLM platforms.