[Roadmap] Synthetic Data

[Wendong-Fan]

Description

Explore and implement methods for generating synthetic data in agentic way. Synthetic data can help reduce the reliance on real-world data, which may be limited, expensive, or difficult to obtain, especially for privacy-sensitive applications.

• Research and Evaluation: Explore existing synthetic data generation techniques
• Integration with CAMEL: Integrating advanced feature into CAMEL
• Use Case: Identify specific use cases and create cookbook
• Validation and Testing: Establish methods for benchmark the quality and utility of synthetic data