Add Tools for Managing Agent Traces in Hugging Face Datasets

[RohitP2005]

[Sample PR] Add Tools for Managing Agent Traces in Hugging Face Datasets

reference: #53

Summary

This PR introduces a foundational implementation for managing and uploading agent traces to Hugging Face datasets. It provides tools to simplify adding traces, maintaining an index dataset for easy retrieval, and enforcing whitelist-based constraints for legality.

Key Features

1. Hugging Face Dataset Structure

• Index Dataset: Stores metadata for each trace, allowing easy querying based on attributes.
• Trace Dataset: Contains actual zipped trace files, which can be retrieved via pointers from the index.

2. Upload System

• Functionality to upload traces one by one.
• Automated grouping of traces by study.
• Metadata generation, including:
  • study_name, llm, benchmark, and license.
  • A reference (trace_pointer) to the actual trace file.

Notes

• This is a sample template and can be expanded upon.
• Future work may include better versioning, enhanced querying capabilities, and automated dataset updates.

Checklist

• Upload functionality
• Query functionality
• Legal compliance checks
• Documentation

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