Migrate Agent Implementations to Python

[debuggerone]

Overview

This issue focuses on migrating the agent functions from JavaScript to Python. These agents are essential for the core functionality of the library and include tasks such as filtering, mapping, sorting, and answering grounded questions. The migration will ensure all agent functionalities are preserved and optimized for Python.

Tasks

• [x] Migrate Agent Functions

  • [x] Translate filterList function from JavaScript to Python, maintaining its logic and behavior.
  • [x] Convert mapList function to Python, ensuring compatibility with Python’s data structures.
  • [x] Adapt sortList function for Python, utilizing Python's sorting capabilities.
  • [x] Migrate groundedAnswer function to Python, including its logic for grounding answers based on context.

• [x] Utility Function Translation

  • [x] Convert splitText.ts and similar utility functions to Python, ensuring they handle text splitting and token limits effectively.
  • [x] Ensure all utility functions support Python's async/await syntax where appropriate.

Subtasks Overview

1. Filter, Map, Sort, Grounded Answer Functions:
   • Migrate core agent functions such as filterList, mapList, sortList, and groundedAnswer to Python.
   • Ensure all logic, including asynchronous behavior, is translated correctly using Python's async/await syntax.
2. Utility Functions:
   • Translate utility functions like splitText.ts to Python.
   • Ensure these functions are optimized for Python’s standard libraries and idiomatic code practices.