feat: errors in MEMORY#8
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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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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>
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