Praneel Panchigar
87a2b8b4ce
Issuefix/hmk 1 to n * Merge branch 'main' into feature/1toN-Optimization * Merge branch 'main' into feature/1toN-Optimization * Update preprocessing to make the exhibit_chunk_mapping start at first page * Merge row_funcs.py changes from feature/cross-exhibit-dynamic * Merged in bugfix/UT-grouper-issues (pull request #796) Bugfix/UT grouper issues * updated valid values for AARETE_DERIVED_REIMB_METHOD * removed example reimbursements * prompt update * prompt update * Merged feature/1toN-Optimization into bugfix/nv_issue_fixes * add service term in mb prompts * Merged feature/1toN-Optimization into bugfix/UT-methodology-breakout * print statement removed * Merge branch 'bugfix/UT-methodology-breakout' of https://bitbucket.org/aarete/doczy.ai into bugfix/UT-methodology-breakout * primary prompt update * prompt update * Merge remote-tracking branch 'origin/feature/1toN-Optimization' into bugfix/UT-grouper-issues * removed temp changes * removed temp changes * Update reimb primary Approved-by: Katon Minhas * Merged in bugfix/validation_fixes (pull request #795) bugfix/validation_fixes to feature/1toN-Optimization * updated validation of clean claims reimbursement * Merged feature/1toN-Optimization into bugfix/validation_fixes Approved-by: Katon Minhas * Re-add dynamic codes and reimb-info * Re-structure empty reimbursement prompt * Fix lesser of check overfiltering * Merged in bugfix/generic-methodology-breakout (pull request #797) Bugfix/generic methodology breakout * fee schedule fix * carveout+special case prompt changed * fee schedule changes * prompt changes and column order Approved-by: Katon Minhas * pytest fix * remove prints * Update valid_carveouts.json to include level designations in PAYMENT_CARVEOUT definition and add adultBasic mapping for Highmark * Fix REIMB_DATES extraction to capture only relevant date range per term - Updated REIMB_DATES prompt to extract only the date range that applies to the specific reimbursement term - Added proximity-based extraction: looks for dates in same section/table as the term - Prevents cross-contamination from other contract sections - Handles 'Same as Effective Date of Agreement' case - Returns single date range instead of multiple comma-separated ranges * Update prompt templates * Update tracked files and add untracked_tests to gitignore * Merge branch 'main' into issuefix/hmk-1-to-n * complete merge * complete merge * Merge branch 'main' into issuefix/hmk-1-to-n * Remove prints * Update gitignore * Revert BASE_COVERED_SERVICES and REIMB_DATES prompts to original definitions - Revert BASE_COVERED_SERVICES definition to original concise version - Revert REIMB_DATES prompt to original general description (specific assignment logic handled by dedicated template) - Add DEBUG comment blocks around print statements in dynamic_funcs.py and file_processing.py for easy identification and toggling * remove prints * Merge branch 'main' into issuefix/hmk-1-to-n 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 .