10000 Updated tools by ohdearquant · Pull Request #537 · khive-ai/lionagi · GitHub
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Updated tools #537

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Merged
merged 6 commits into from
Jan 19, 2025
Merged

Updated tools #537

merged 6 commits into from
Jan 19, 2025

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@ohdearquant ohdearquant commented Jan 19, 2025 •
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PR Description

This PR (#537) refactors and enhances the ReAct flow and tool usage within lionagi.

Key Changes:

  • Improves extension logic in ReAct.py by adjusting how additional rounds (extension_needed) are handled.
  • Updates the prompt messages in ReActAnalysis to be clearer, with a new approach to generating follow-up instructions.
  • Refactors how function calling arguments are validated against Pydantic models, ensuring more robust error handling (function_calling.py and tool.py).
  • Simplifies and minimizes the textual output logic in instruction.py, reducing token usage while preserving essential context.
  • Bumps the version to 0.8.3 to reflect these improvements.

Why This Matters:

  • The improved extension logic allows iterative tool usage to happen more naturally, enabling step-by-step expansions of AI reasoning.
  • The updated function-calling pipeline clarifies how arguments are prepared and ensures they match their respective Pydantic schemas.
  • The minimized textual output in instruction.py helps reduce overhead in the communication with large language models.

@ohdearquant ohdearquant merged commit 39d044f into main Jan 19, 2025
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@ohdearquant ohdearquant deleted the updated-tools branch January 19, 2025 23:21
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