[Feature Request] Implement Source2Synth for data generation

[Wendong-Fan]

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Motivation

Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources

https://arxiv.org/html/2409.08239v1

Solution

No response

Alternatives

No response

Additional context

No response

[zjrwtx]

Do the preliminary experiment, and opensource repository: https://github.com/zjrwtx/Source2Synth_refine

the experiment is based on the open source library improvements and increase more functions: https://github.com/sanowl/Source2Synth

still doing the experiment,but some test result like this:

[zjrwtx]

refactor:
https://github.com/zjrwtx/Source2Synth_refactor

[zjrwtx]

[CaelumF]

I'll work on moving https://github.com/zjrwtx/Source2Synth_refactor into CAMEL.

• Update dependencies (python 3.8, hopefully there isn't any dependency hell)
• Define control interfaces
• Define output interfaces
• Use passed in camel agents or from passed in config (I appreciate the inference is already done using agents!)
• Code standards (english, formatting etc.)