Files
doczyai-pipelines/fieldExtraction
Alex Galarce 4191a5616e Merged in feature/rework-reimb-tin-npi (pull request #502)
Feature/rework reimb tin npi

* use LLM for reimb_[tin/npi/name]

* Merge remote-tracking branch 'origin/main' into feature/rework-reimb-tin-npi

* Merge remote-tracking branch 'origin/main' into feature/rework-reimb-tin-npi

* deduplicate tin/name/npi before adding to prompt

* Pull out prompt and llm_response in methodology_breakout_single_row for easier debugging

* Refactor reimbursement_tin_npi to handle multiple providers and update valid TIN, NPI, and NAME fields accordingly

* Reorder REIMB_PROV_NAME field in investment_prompts.json

* Update REIMB_PROV_NAME prompt to specify valid values for provider names

* Remove valid_values constraint from prov_name to raise accuracy

* Remove debugging print statements from reimbursement_tin_npi and related functions

* Remove debugging print statements from run_provider_info_fields function

* Merge remote-tracking branch 'origin/main' into feature/rework-reimb-tin-npi

* Remove debugging print statements from get_reimbursement_primary function

* Merge remote-tracking branch 'origin/main' into feature/rework-reimb-tin-npi

* Refactor reimbursement_tin_npi to always add providers (when we have any) to reimbursement_level_fields


Approved-by: Katon Minhas
2025-05-02 20:13:02 +00:00
..

Field Extraction

Running the Code

This project uses Python's module system for imports. To run the code properly:

  1. DO NOT run files directly like this:

    python src/client/main.py  # ❌ This won't work
    
  2. 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 -m flag
  • 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 .