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feat: ReAct Implementation #1515

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Description

Implementing ReAct : Synergizing Reasoning and Acting in Language Models: https://arxiv.org/pdf/2210.03629 with structured output

Motivation and Context

close #1495

  • I have raised an issue to propose this change (required for new features and bug fixes)

Types of changes

What types of changes does your code introduce? Put an x in all the boxes that apply:

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds core functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)
  • Documentation (update in the documentation)
  • Example (update in the folder of example)

Implemented Tasks

  • ReAct Agent and examples

Checklist

Go over all the following points, and put an x in all the boxes that apply.
If you are unsure about any of these, don't hesitate to ask. We are here to help!

  • I have read the CONTRIBUTION guide. (required)
  • My change requires a change to the documentation.
  • I have updated the tests accordingly. (required for a bug fix or a new feature)
  • I have updated the documentation accordingly.

@GitHoobar GitHoobar linked an issue Jan 27, 2025 that may be closed by this pull request
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will be adding tests in some time!

@GitHoobar GitHoobar marked this pull request as ready for review January 28, 2025 10:35
@Wendong-Fan Wendong-Fan modified the milestones: Sprint 5, Sprint 22 Jan 28, 2025
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[Feature Request] Implement ReAct
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