* Add custom folder support and improve image loading for multi-vector retrieval
- Enhanced _load_images_from_dir with recursive search support and better error handling
- Added support for WebP format and RGB conversion for all image modes
- Added custom folder CLI arguments (--custom-folder, --recursive, --rebuild-index)
- Improved documentation and removed completed TODO comment
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* Format code style in leann_multi_vector.py for better readability
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* docs: polish README performance tip section
- Fix typo: 'matrilize' -> 'materialize'
- Improve clarity and formatting of --no-recompute flag explanation
- Add code block for better readability
* format
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Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
* Add custom folder support and improve image loading for multi-vector retrieval
- Enhanced _load_images_from_dir with recursive search support and better error handling
- Added support for WebP format and RGB conversion for all image modes
- Added custom folder CLI arguments (--custom-folder, --recursive, --rebuild-index)
- Improved documentation and removed completed TODO comment
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
* Format code style in leann_multi_vector.py for better readability
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
- Add ColQwen2.5 and ColQwen2_5_Processor imports
- Implement smart model type detection for colqwen2, colqwen2.5, and colpali
- Add task name aliases for easier benchmark invocation
- Add safe model name handling for file paths and index naming
- Support custom model paths including LoRA adapters
- Improve model choice validation and error handling
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-authored-by: Claude <noreply@anthropic.com>
* Add timing instrumentation and multi-dataset support for multi-vector retrieval
- Add timing measurements for search operations (load and core time)
- Increase embedding batch size from 1 to 32 for better performance
- Add explicit memory cleanup with del all_embeddings
- Support loading and merging multiple datasets with different splits
- Add CLI arguments for search method selection (ann/exact/exact-all)
- Auto-detect image field names across different dataset structures
- Print candidate doc counts for performance monitoring
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* update vidore
* reproduce docvqa results
* reproduce docvqa results and add debug file
* fix: format colqwen_forward.py to pass pre-commit checks
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Co-authored-by: Claude <noreply@anthropic.com>
* Add timing instrumentation and multi-dataset support for multi-vector retrieval
- Add timing measurements for search operations (load and core time)
- Increase embedding batch size from 1 to 32 for better performance
- Add explicit memory cleanup with del all_embeddings
- Support loading and merging multiple datasets with different splits
- Add CLI arguments for search method selection (ann/exact/exact-all)
- Auto-detect image field names across different dataset structures
- Print candidate doc counts for performance monitoring
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* update vidore
* reproduce docvqa results
* reproduce docvqa results and add debug file
---------
Co-authored-by: Claude <noreply@anthropic.com>
Remove paru-bin directory that was incorrectly added as a git submodule.
This directory is an AUR build artifact and should not be tracked.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
