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feat: errors in MEMORY#8

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S1M0N38 merged 7 commits into
mainfrom
errors-in-MEMORY
Sep 2, 2025
Merged

feat: errors in MEMORY#8
S1M0N38 merged 7 commits into
mainfrom
errors-in-MEMORY

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@S1M0N38 S1M0N38 commented Sep 2, 2025

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@S1M0N38 S1M0N38 requested a review from Copilot September 2, 2025 15:32

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Pull Request Overview

This PR introduces error handling and feedback mechanisms to help the LLM learn from invalid responses and failed tool calls. The changes add error tracking in memory templates, improve error handling in the bot, and update statistics collection to better monitor LLM performance.

  • Adds error status tracking for invalid responses and failed tool calls to provide feedback to the LLM
  • Enhances error handling to gracefully recover from invalid LLM responses and tool execution failures
  • Updates statistics collection to track invalid responses and failed calls separately

Reviewed Changes

Copilot reviewed 4 out of 4 changed files in this pull request and generated 3 comments.

File Description
src/balatrollm/strategies/default/MEMORY.md.jinja Adds error status section to inform LLM about previous response/tool call failures
src/balatrollm/strategies.py Updates render_memory method to accept error parameters for template rendering
src/balatrollm/data_collection.py Modifies statistics tracking to count invalid responses and failed calls separately
src/balatrollm/bot.py Implements comprehensive error handling for invalid responses and failed tool calls with recovery mechanisms

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Comment thread src/balatrollm/data_collection.py Outdated
Comment thread src/balatrollm/bot.py Outdated
Comment thread src/balatrollm/bot.py Outdated
S1M0N38 and others added 3 commits September 2, 2025 17:39
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
@S1M0N38 S1M0N38 merged commit 4b42402 into main Sep 2, 2025
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@S1M0N38 S1M0N38 deleted the errors-in-MEMORY branch September 2, 2025 15:43
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2 participants