Open-Source SDK for Evaluating AI Model Outputs (Sharing Resource)

Hi everyone,

I wanted to share a helpful open-source resource for developers working with LLMs, AI agents, or prompt-based applications.

One common challenge in AI development is evaluating model outputs in a consistent and structured way. Manual evaluation can be subjective and time-consuming.

The project below provides a framework to help with that:

AI-Evaluation SDK

 

https://github.com/future-agi/ai-evaluation

 

Key Features:

- Ready-to-use evaluation metrics

- Supports text, image, and audio evaluation

- Pre-defined prompt templates

- Quickstart examples available in Python and TypeScript

- Can integrate with workflows using toolkits like LangChain

Use Case:

If you are comparing different models or experimenting with prompt variations, this SDK helps standardize the evaluation process and reduces manual scoring effort.

If anyone has experience with other evaluation tools or best practices, I’d be interested to hear what approaches you use