- Move pytest configuration from pytest.ini to pyproject.toml
- Remove unnecessary run_tests.py script (use test extras instead)
- Fix main_cli_example.py to properly use command line arguments for LLM config
- Add test_readme_examples.py to test code examples from README
- Refactor tests to use pytest fixtures and parametrization
- Update test documentation to reflect new structure
- Set proper environment variables in CI for test execution
- Add --embedding-model and --embedding-mode arguments
- Support automatic detection of normalized embeddings
- Works correctly with cosine distance for OpenAI embeddings
* fix: auto-detect normalized embeddings and use cosine distance
- Add automatic detection for normalized embedding models (OpenAI, Voyage AI, Cohere)
- Automatically set distance_metric='cosine' for normalized embeddings
- Add warnings when using non-optimal distance metrics
- Implement manual L2 normalization in HNSW backend (custom Faiss build lacks normalize_L2)
- Fix DiskANN zmq_port compatibility with lazy loading strategy
- Add documentation for normalized embeddings feature
This fixes the low accuracy issue when using OpenAI text-embedding-3-small model with default MIPS metric.
* style: format
- Add pre-commit configuration with ruff and black
- Fix lint CI job to use uv tool install instead of sync
- Add essential LlamaIndex dependencies to leann-core
Co-Authored-By: Yichuan Wang <73766326+yichuan-w@users.noreply.github.com>
- Fix ambiguous fullwidth characters (commas, parentheses) in strings and comments
- Replace Chinese comments with English equivalents
- Fix unused imports with proper noqa annotations for intentional imports
- Fix bare except clauses with specific exception types
- Fix redefined variables and undefined names
- Add ruff noqa annotations for generated protobuf files
- Add lint and format check to GitHub Actions CI pipeline
- Convert relative paths to absolute paths based on metadata file location
- Fixes FileNotFoundError when starting embedding server
- Resolves issue with passages file not found in different working directories
The build workflow was checking for matrix.os == 'ubuntu-latest',
but we changed the matrix to use 'ubuntu-22.04', causing the
pure Python packages (leann-core and leann) to never be built.
Changed to use pattern matching [[ == ubuntu-* ]] to match any
Ubuntu version.
This explains why v0.1.9 only published the C++ backend packages
but not the pure Python packages.
- Check if version is already updated before trying to update
- Check if tag already exists before creating
- Check if GitHub release already exists before creating
- This allows re-running the workflow after partial failures
Previously, if the workflow failed after updating version but before
completing the release, it couldn't be re-run with the same version.
- Explicitly use ubuntu-22.04 instead of ubuntu-latest
- Add Python 3.13 to the build matrix
- This ensures we build on the same OS version as Google Colab
