Alex Galarce
cb6284c98f
Small fix to comparisons (lowercase comparison string fields) * Add accuracy calculation to fuzzy matching evaluation * reimbursement primary accuracy test * add match_threshold control * clarify metrics * Merged main into reimb-primary-accuracy-analysis * Merge branch 'reimb-primary-accuracy-analysis' of https://bitbucket.org/aarete/doczy.ai into reimb-primary-accuracy-analysis * add 'billed charges' to reimbursement keywords and update TODO for page checking * add comparisons dictionary * normalize field comparison by converting strings to lowercase * deduplicate data sources in notebook * Merge remote-tracking branch 'origin/main' into feature/add-billed-charges-to-reimb-keywords Approved-by: Katon Minhas
Field Extraction
Running the Code
This project uses Python's module system for imports. To run the code properly:
-
DO NOT run files directly like this:
python src/client/main.py # ❌ This won't work -
INSTEAD, use Python's module flag (
-m) from the project root:python -m src.client.main # ✅ This is correct
Why?
The code uses absolute imports (e.g., from src.utils import llm_utils) to maintain a clear and consistent package structure. Running with python -m ensures Python can properly resolve these imports.
Development
- All imports should use the
src.prefix (e.g.,from src.utils import llm_utils) - Always run code from the project root directory using the
-mflag - Tests are configured to handle these imports automatically via pytest settings in pyproject.toml
Configuration
The project uses poetry for dependency management and pytest for testing. Key configurations in pyproject.toml:
[tool.pytest.ini_options]
pythonpath=["."]
testpaths = [
"tests"
]
Dependencies
To install dependencies:
poetry install
To run tests:
poetry run pytest
To run type checking:
poetry run mypy .