Feature/custom folder multi vector/ add Readme to LEANN MCP (#189)

* 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

---------

Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
This commit is contained in:
Yichuan Wang
2025-12-19 17:29:14 -08:00
committed by GitHub
parent a1c21adbce
commit 7ddb4772c0
2 changed files with 30 additions and 3 deletions

View File

@@ -53,6 +53,11 @@ leann build my-project --docs $(git ls-files)
# Start Claude Code
claude
```
**Performance tip**: For maximum speed when storage space is not a concern, add the `--no-recompute` flag to your build command. This materializes all tensors and stores them on disk, avoiding recomputation on subsequent builds:
```bash
leann build my-project --docs $(git ls-files) --no-recompute
```
## 🚀 Advanced Usage Examples to build the index