Praneel Panchigar
f26b83bd0b
Feature/cross exhibit dynamic * Merge branch 'feature/deprecate-haiku-3' into feature/1toN-Optimization * fix over-filtering of lesser of * Merged in bugfix/UT-methodology-breakout (pull request #794) Bugfix/UT methodology breakout * 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 * remove duplicate prompt Approved-by: Katon Minhas * 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 remote-tracking branch 'origin/feature/1toN-Optimization' into cross-exhibit-dynamic * Address merge request comments: refactor prompt templates and logging - Make DYNAMIC_PRIMARY_TEXT LOB-specific instructions conditional (only show when field_name is LOB) - Remove MEDICAID FEE SCHEDULE point from DYNAMIC_ASSIGNMENT (point #2) - Generalize SERVICE_TERM context guidance to apply to all fields (LOB, PROGRAM, NETWORK, PRODUCT) - Refactor proximity guidance to emphasize contextual connection over strict section boundaries - Update point #1 to explicitly prevent inferring LOB from Programs alone - Change exhibit inheritance logging from info to debug level * Move function to one_to_n_funcs * Merge row_funcs.py changes from feature/cross-exhibit-dynamic * Merged feature/1toN-Optimization into 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 * Merge branch 'feature/1toN-Optimization' into feature/cross-exhibit-dynamic * Re-add dynamic codes and reimb-info * Re-structure empty reimbursement prompt * Fix lesser of check overfiltering * Merged feature/1toN-Optimization into feature/cross-exhibit-dynamic * Update LOB inference logic and prompt guidance - Revert DYNAMIC_PRIMARY_TEXT to original template (remove LOB-specific conditional section) - Add explicit guidance in DYNAMIC_ASSIGNMENT: presence of Medicaid programs does NOT imply LOB is Medicaid - Update get_dynamic_one_to_one_fields to only check AARETE_DERIVED_LOB (not raw LOB) when skipping PROGRAM/PRODUCT/NETWORK * Fix LOB_PROGRAM_RELATIONSHIP extraction: add pipe format instructions to LOB_RELATIONSHIP_INSTRUCTION * Update Fidelis Essential Plan mappings in crosswalk_product_lob.json - Add mappings for Essential Plan variants (Aliessa, EP-QHP, EP, Essential Plan) - Essential Plan Aliessa and EP Aliessa map to Medicaid - EP-QHP maps to Commercial - EP and Essential Plan map to Medicaid|Commercial * Remove debug logging statements from prompt_lob_relationship * Merge main into feature/cross-exhibit-dynamic: resolved conflicts, removed debug statements, synced prompt_templates.py with main * Sync non-exhibit-merge files with main before merge * Remove test.py to match main 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 .