Files
AutoGPT/autogpt_platform/backend
Zamil Majdy a37fac31b5 fix(backend): Fix LLM blocks call tracking (#10483)
### Changes 🏗️

This PR fixes an issue where LLM blocks (particularly
AITextSummarizerBlock) were not properly tracking `llm_call_count` in
their execution statistics, despite correctly tracking token counts.

**Root Cause**: The `finally` block in
`AIStructuredResponseGeneratorBlock.run()` that sets `llm_call_count`
was executing after the generator returned, meaning the stats weren't
available when `merge_llm_stats()` was called by dependent blocks.

**Changes made**:
- **Fixed stats tracking timing**: Moved `llm_call_count` and
`llm_retry_count` tracking to execute before successful return
statements in `AIStructuredResponseGeneratorBlock.run()`
- **Removed problematic finally block**: Eliminated the finally block
that was setting stats after function return
- **Added comprehensive tests**: Created extensive test suite for LLM
stats tracking across all AI blocks
- **Added SmartDecisionMaker stats tracking**: Fixed missing LLM stats
tracking in SmartDecisionMakerBlock
- **Fixed type errors**: Added appropriate type ignore comments for test
mock objects

**Files affected**:
- `backend/blocks/llm.py`: Fixed stats tracking timing in
AIStructuredResponseGeneratorBlock
- `backend/blocks/smart_decision_maker.py`: Added missing LLM stats
tracking
- `backend/blocks/test/test_llm.py`: Added comprehensive LLM stats
tracking tests
- `backend/blocks/test/test_smart_decision_maker.py`: Added LLM stats
tracking test and fixed circular imports

### Checklist 📋

#### For code changes:
- [x] I have clearly listed my changes in the PR description
- [x] I have made a test plan
- [x] I have tested my changes according to the test plan:
- [x] Created comprehensive unit tests for all LLM blocks stats tracking
- [x] Verified AITextSummarizerBlock now correctly tracks llm_call_count
(was 0, now shows actual call count)
- [x] Verified AIStructuredResponseGeneratorBlock properly tracks stats
with retries
  - [x] Verified SmartDecisionMakerBlock now tracks LLM usage stats
  - [x] Verified all existing tests still pass
  - [x] Ran `poetry run format` to ensure code formatting
  - [x] All 11 LLM and SmartDecisionMaker tests pass

#### For configuration changes:
- [x] `.env.example` is updated or already compatible with my changes
- [x] `docker-compose.yml` is updated or already compatible with my
changes
- [x] I have included a list of my configuration changes in the PR
description (under **Changes**)

**Note**: No configuration changes were needed for this fix.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

Co-authored-by: Claude <noreply@anthropic.com>
2025-07-30 05:18:14 +00:00
..
2025-04-15 15:40:15 +00:00