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3 Commits
| Author | SHA1 | Message | Date | |
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 Katon Minhas
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623799f2a6 |
Merged in stg (pull request #1003)
Merged in dev (pull request #1001) * Merged in feature/fixPlaceholder2 (pull request #979) Updated feature> dev gate to print variables of echo statements * Updated feature> dev gate to print variables of echo statement * Reverted placeholder changes Approved-by: Sujit Deokar * Merged in bugfix/prov_info_json_fixes (pull request #981) fix: fall back to PROVIDER_NAME in PROV_INFO_JSON when no TIN/NPI extracted * fix: fall back to PROVIDER_NAME in PROV_INFO_JSON when no TIN/NPI extracted When get_prov_info_json short-circuits due to no TIN/NPI regex matches, PROV_INFO_JSON was left as [] even when PROVIDER_NAME was successfully extracted via the one-to-one pipeline. This caused inconsistent output across contracts with the same provider — some files produced a NAME-only entry (via a false-positive regex hit triggering the LLM), others produced []. Reconcile at add_group_and_other, the first point where both extraction streams' results are available. When PROV_INFO_JSON is empty but PROVIDER_NAME is known, synthesize a NAME-only entry with IS_GROUP:"Y" and populate PROV_GROUP_NAME_FULL directly — skipping the provider_name_match_check LLM call since the match is tautological by construction. Adds 5 unit tests covering the str, list, already-populated, empty-name, and all-empty-lis… * Merged in feature/DAIP2-pacificsource-reimbursements-issues (pull request #982) Feature/DAIP2 pacificsource reimbursements issues * Tighten PREMIUM_TERM and DISCOUNT_TERM classifier prompts CARVEOUT_CHECK was misrouting table rate rows into special-case fields, dropping them from the reimbursement output: - "110% of CMS allowed" (base fee-schedule rates) was being classified as PREMIUM_TERM because the prompt treated "above 100% of reference" as an implicit premium. Seen on PacificSource Medicare_Attachment_A1 and A2 Facility contracts where Inpatient/Outpatient rows were missing (2556) or silently fell back to 100% fee-schedule (2557). - Per-service discount rates like "Progressive Lenses: 15% discount", "Contact Lenses: 2% discount", "Frame: 20% discount" were being classified as DISCOUNT_TERM because the prompt only required the word "discount" to appear. Seen on PacificSource Commercial_Attachment_A2 and A5 Professional contracts (2558, 2559). Prompts now require the literal keyword … * Merged in bugfix/filter-docusign-lines (pull request #983) remove docusign lines * remove docusign lines * add unit tests for clean_header_footer docusign/deleted_lines changes Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * black forrmatting Approved-by: Katon Minhas * Merged in feature/PC_logic_cleanup_output (pull request #984) Feature/PC logic cleanup output * Few tweaks PC_logics * Fixed orphan_ranking * black formatting * Changes on output field and ranking method * updated few hotfixes * black format fix Approved-by: Katon Minhas * Merged in hotfix/provider_name_group_fix (pull request #988) Hotfix/provider name group fix * Fixes done in GROUP column * black format fix Approved-by: Katon Minhas * Merged in bugfix/DAIP2-2524-carveout-code-optimization (pull request #980) CARVEOUT_CD issue fixed * CARVEOUT_CD issue fixed * pipeline error fixed * Merged dev into bugfix/DAIP2-2524-carveout-code-optimization * Merged dev into bugfix/DAIP2-2524-carveout-code-optimization * Merged dev into bugfix/DAIP2-2524-carveout-code-optimization * trigger cap issue fixed * trigger cap prompt updated * Merged dev into bugfix/DAIP2-2524-carveout-code-optimization Approved-by: Katon Minhas * Merged in bugfix/exhibit-smart-chunking-cost-improvements (pull request #985) Bugfix/exhibit smart chunking cost improvements * Add opt-in instrumentation for per-call token and row-count tracing Introduce src/utils/instrumentation.py (thread-safe CSV logger) and src/utils/instrumentation_context.py (ContextVar scope plus submit_with_context / map_with_context helpers for propagating context into ThreadPoolExecutor workers). Emit events at every Bedrock call in llm_utils.invoke_claude, including in-memory claude_cache hits, with full input/output/cache-read/cache-write token breakdown. Emit row-count events at each row-mutating stage in the one-to-N pipeline (clean_reimbursement_primary, filter_services_without_reimbursements, methodology_breakout, split_service_terms, carveout, dynamic_code_assignment, lesser_of_distribution, dynamic_assignment) and chunking / retrieval events in exhibit smart chunking (chunking_done, retrieval_done) plus exhibit lifecycle events (exhibit_start, exhibit_gate_skip, stage_… * Merged in hotfix/fileextension_issue (pull request #989) Hotfix/fileextension issue * fixed strip_ext issue * black format Approved-by: Katon Minhas * Merged in hotfix/exhibit-header-in-tables (pull request #987) Hotfix/exhibit header in tables * Merged in feature/FixplaceholderIssue (pull request #977) Remove curly braces from echo statements in dev->stg * Remove curly brances from echo statements in dev->stg * Removed curly braces in echo statements in feature-> dev gate Approved-by: Sujit Deokar * Merged in feature/standardized-services (pull request #958) Feature/standardized services * service term standardization * prompt update * prompt updates for standardization * only service standardization * new file * add supporting files and test scripts for standardization work Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * remove old files * Merge remote-tracking branch 'origin/dev' into feature/standardized-services * final fixes * Merged dev into feature/standardized-services * additional features * removed unwanted files * remove unwanted files * Merge branch 'dev' into feature/standardized-services * Merge remote-tr… * Merged in hotfix/postprocess_csv (pull request #990) Hotfix/postprocess csv * date issue_fix * black_format * Merged dev into hotfix/postprocess_csv Approved-by: Katon Minhas * Merged in bugfix/molina_ut_dynamic_primary (pull request #991) Bugfix/molina ut dynamic primary * Prompt changes for dynamic primary * Route cover-sheet-only files to ERRORS.csv instead of leaking phantom rows When every page of a contract was filtered out as a cover sheet / quick-review form, process_file silently returned a FILE_NAME-only DataFrame. Because the runner routes by checking for an "error" column, that file landed in RESULTS.csv as a near-empty row and no ERRORS.csv was generated for the run. - saas/file_processing.py: raise ValueError when text_dict is empty after cover-sheet filtering, so safe_process_file produces a proper error row. - runner.py: add _is_phantom_result defense-in-depth — promote any result with no extracted fields beyond FILE_NAME to error_results with error_type=PhantomSuccess. * Merged dev into bugfix/molina_ut_dynamic_primary * Tighten PRODUCT prompt: restrict to valid_values, prune LOB/PROGRAM examples * Merge branch 'bugfix/molina_ut_dynamic_primary' of bit… * Merged in bugfix/black-format (pull request #994) Black format for pipeline pass * Black format for pipeline pass * Merged in bugfix/DAIP2-2679-fix-nebraska-issues (pull request #995) incorrect inclusion of CPT4_PROC_CD fixed * incorrect inclusion of CPT4_PROC_CD fixed Approved-by: Katon Minhas * Merged in feature/DAIP2-2314-DAIP2-1687-hybrid (pull request #993) Feature/DAIP2-2314 DAIP2 1687 hybrid * remove -files from s3 prefix requirements * Resolve input paths * fix: VendorProcessor.process_file returns (df, None) tuple runner.safe_process_file unpacks the result as (cc_df, dashboard_df), so returning a single DataFrame caused every vendor/generic file to fail with "too many values to unpack (expected 2)" — Python iterates DataFrame columns during unpacking. Vendor pipelines have no dashboard variant; second slot is None and the existing `dashboard_result is not None` guard in runner.py already handles it. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * DAIP2-2314 + DAIP2-1687: pad DYNAMIC_PRIMARY + DYNAMIC_PRIMARY_ENTITY_CLASSIFICATION over 1024-token cache floor - Pad DYNAMIC_PRIMARY_INSTRUCTION with three new sections: [SCOPE BOUNDARIES], [SOURCE TEXT INTERPRETATION], [REASONING DISCIPLINE], plus a [WORKED EXAMPLES] block. Estimated tokens: 447 -> 1117 (Sonnet 4.5 … * Merged in bugfix/postprocessing_date_fix (pull request #996) Date formatting changes * Date formatting changes * Merged dev into bugfix/postprocessing_date_fix Approved-by: Katon Minhas * Merged in bugfix/parent-child-rank-orphan-uniqueness (pull request #999) PC_logic bugfix * PC_logic bugfix Approved-by: Katon Minhas * Merged in feature/document-index (pull request #1005) Feature/document index * Add Document Index preprocessing — Layers 1, 2, and 3 wiring Parse the Textract-emitted Document Index block at the top of each contract with a single cached LLM call (prompt_document_index) instead of one per-page call per page. Layer 2 verifies parsed entries via literal string match and structural regex sweep, escalating suspect pages back to the existing per-page path. Layer 1+2 failure triggers a full fallback to today's per-page flow. New symbols: - preprocessing_funcs.extract_document_index_block — regex slice of index prefix - preprocessing_funcs.verify_index_against_pages — structural verifier (plain dict return) - prompt_templates.DOCUMENT_INDEX_INSTRUCTION / DOCUMENT_INDEX — cached prompt pair - prompt_calls.prompt_document_index — LLM wrapper (usage_label DOCUMENT_INDEX_PARSE) - config: DOCUMENT_INDEX_PARSE_ENABLED and three threshold flags - instrumentation: DOCUMENT_INDEX_PARSE mapped to preprocessing segment one… * Merged in feature/active-rates (pull request #1004) Feature/active rates * initial commit * Merged in feature/FixplaceholderIssue (pull request #977) Remove curly braces from echo statements in dev->stg * Remove curly brances from echo statements in dev->stg * Removed curly braces in echo statements in feature-> dev gate Approved-by: Sujit Deokar * Merged in feature/standardized-services (pull request #958) Feature/standardized services * service term standardization * prompt update * prompt updates for standardization * only service standardization * new file * add supporting files and test scripts for standardization work Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * remove old files * Merge remote-tracking branch 'origin/dev' into feature/standardized-services * final fixes * Merged dev into feature/standardized-services * additional features * removed unwanted files * remove unwanted files * Merge branch 'dev' into feature/standardized-services * Merge remote-track… * Merged in feature/one-to-one-confidence-scoring (pull request #1002) Feature/one to one confidence scoring * T1 plumbing: capture per-field confidence + retrieved-chunk metadata for 1:1 HSC fields Prep work for the 1:1 confidence-scoring stage. No scoring logic yet — this just collects the inputs the next ticket (rule-based scorer) will consume. - ONE_TO_ONE_SINGLE_FIELD_TEMPLATE: ask the LLM for confidence (0.0-1.0), verdict (correct/uncertain/not_found), and supporting_snippet alongside the field value. Existing field parser passes the extra keys through unchanged. - prompt_hsc_single_field: now returns a 4-tuple (name, value, field, metadata) where metadata holds the confidence/verdict/snippet plus a lightweight summary of which chunks the LLM saw (count + ids). _extract_hsc_metadata is defensive: clamps out-of-range confidences, defaults a missing/garbage verdict, caps the snippet at 500 chars, returns _empty_hsc_metadata() on every bail-out path. - run_hybrid_smart_chunked_fields: opt… * Merged in bugfix/confidence-flagged-missing-field-col (pull request #1006) Fix KeyError in compute_flagged when a *_CONF column has no value sibling * Fix KeyError in compute_flagged when a *_CONF column has no value sibling Production hit a hard crash at the end of every run: KeyError: "['DYNAMIC_PRIMARY_ENTITIES'] not in index" src/qc_qa/confidence/summary.py:143 compute_flagged was iterating over *_CONF columns and unconditionally indexing the dataframe with both the FILE_NAME column and the stripped value column. That assumed every <FIELD>_CONF column has a sibling <FIELD> value column in final_df. That isn't always true: dynamic-primary features carry only the _CONF side (their value side is dropped by reorder_columns since it isn't in FIELD_FORMAT_MAPPING but its _CONF suffix matches the explicit _CONF carve-out). When the model produced a below-threshold score for one of these and the value column was absent, pandas .loc raised KeyError and the runner crashed. Fix: - Build the .loc colu… * Merged in feature/active-rates (pull request #1007) Feature/active rates * amendment intent tag * prompt update * Merge remote-tracking branch 'origin/dev' into feature/active-rates * Merge remote-tracking branch 'origin/dev' into feature/active-rates * Merge branch 'dev' into feature/active-rates * exhibit standardization updates * use AARETE_DERIVED_EXHIBIT_TITLE for intent * active rates stuff * Merge branch 'dev' into feature/active-rates * prompt update * amendment intent types * active rates logic update * unit tests * Merged dev into feature/active-rates * logic updates * Merge remote-tracking branch 'origin/dev' into feature/active-rates * Merge remote-tracking branch 'origin/dev' into feature/active-rates * updated instrumentation cost logs * cost loging * caching updates * Merge remote-tracking branch 'origin/dev' into feature/active-rates * Merge remote-tracking branch 'origin/dev' into feature/active-rates * logging fix * null check issue fixes * caching fix Approved-by… * Merged in bugfix/stg-to-main-prep (pull request #1012) Bugfix/stg to main prep * Merged in dev (pull request #1001) Dev * Revert premature merge of bugfix/retire_stale_client_file_processing PR #959 was merged into dev without approval. This reverts commits |
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Katon Minhas
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0d00d581b1 |
Merged in DEV (pull request #913)
DEV * Apply formatting fix * Merged in DAIP2-1898-one-to-one-issues-filename-tin-auto-renewal-and-contract-title (pull request #888) DAIP2-1898 one to one issues filename tin auto renewal and contract title * contract title fixes * Add instruction to strip hyphens from TIN and NPI * prompt update * Merge branch 'bugfix/auto-renewal-term' into bugfix/DAIP2-1699-issue-tracker-fixes-one-to-one-dates-prov-info * removed print statements * pipeline error fixed * signed_ind logic changed * signatory_ind logic updated * prompt update * prompt update * pipeline error fixed * Merge branch 'DEV' into bugfix/DAIP2-1699-issue-tracker-fixes-one-to-one-dates-prov-info * Merge branch 'DEV' into bugfix/DAIP2-1699-issue-tracker-fixes-one-to-one-dates-prov-info * requested changes applied * test case added * prompt update * contract title prompt update * prompt update * Merge branch 'DEV' into DAIP2-1898-one-to-one-issues-filename-tin-auto-renewal-and-contract-title Approved-by: Siddhant Medar * Merged in feature/DAIP2-1803-add-aarete-derived-provider-name (pull request #884) Feature/DAIP2-1803 add aarete derived provider name * Merged DEV into feature/DAIP2-1562-add-aarete_derived_payer_name * state logic added in clustering * removed print statements * pull request updates * black format fix * Merged DEV into feature/DAIP2-1562-add-aarete_derived_payer_name * added scalability feature and optimization * black format * Pull Request Changes * generalised funcs from aarete derived payer name * updated remove states and updated docstring for build similarity matrix * derived payer name functionality added * config and main file changes * sync dev into ADD AARETE DERIVED PROVIDER GROUP NAME FULL * updated derived_provider name * pipeline fixes * Merged DEV into feature/DAIP2-1803-add-aarete-derived-provider-name * config changes * field name updated to AARETE_DERIVED_PROVIDER_NAME * Merged DEV into feature/DAIP2-1803-add-aarete-derived-provider-name * black format fix * Fix docstr… * Merged in improve-logging (pull request #886) Improve logging * Add timing blocks for comprehensive pipeline logging - Add timing_utils.timed_block() to key extraction functions in one_to_n_funcs.py: - exhibit_level sub-functions (prompt_exhibit_level, dynamic_primary, etc.) - reimbursement_level extraction and cleaning - breakout functions (methodology_breakout, special_case_breakout) - carveout_and_special_case parallel processing - one_to_n_cleaning sub-steps (crosswalk, lob_relationship, split_reimb_dates) - Add timing to dynamic_funcs.py: - dynamic_assignment parallel processing - Add timing to postprocess.py: - standard_postprocess, contract_config_postprocess, dashboard_postprocess - Add timing to preprocess.py: - exhibit_chunking sub-steps (get_exhibit_pages, link_exhibit_pages, chunk_by_exhibit) - Add info-level logging statements for completed operations with row/item counts * Standardize logging levels and remove deprecated code DAIP2-1798: Ensure logging statements are at … * Merged in bugfix/DAIP2-1913-lesser-of-indicator-issues (pull request #889) Bugfix/DAIP2-1913 lesser of indicator issues * contract title fixes * Add instruction to strip hyphens from TIN and NPI * prompt update * Merge branch 'bugfix/auto-renewal-term' into bugfix/DAIP2-1699-issue-tracker-fixes-one-to-one-dates-prov-info * removed print statements * pipeline error fixed * signed_ind logic changed * signatory_ind logic updated * prompt update * prompt update * pipeline error fixed * Merge branch 'DEV' into bugfix/DAIP2-1699-issue-tracker-fixes-one-to-one-dates-prov-info * Merge branch 'DEV' into bugfix/DAIP2-1699-issue-tracker-fixes-one-to-one-dates-prov-info * requested changes applied * test case added * prompt update * contract title prompt update * prompt update * Merge branch 'DEV' into DAIP2-1898-one-to-one-issues-filename-tin-auto-renewal-and-contract-title * handle nested cases of lesser_of and greater_of * Merge branch 'DEV' into bugfix/DAIP2-1913-lesser-of-indicator-issues * pi… * Merged in bugfix/reimb_primary (pull request #890) Update reimbursement prompts for consistent PMPM handling, time-unit dedup, and validation improvements * Update reimbursement prompts for consistent PMPM handling, time-unit dedup, and validation improvements - REIMBURSEMENT_PRIMARY: append unit of measure (PMPM, per visit, etc.) from table headers into REIMB_TERM - METHODOLOGY_BREAKOUT: collapse mathematically equivalent time-unit rates into single entry - VALIDATE_REIMBURSEMENTS: add umbrella terms as valid service terms, accept CPT/HCPCS percentage as concrete rate, narrow COB disqualifier to primary subject only Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> Approved-by: Siddhant Medar * Merged in feature/update-postprocessing-columns (pull request #893) move column order to final step * move column order to final step * Black Approved-by: Siddhant Medar * Merged in bugfix/update-postprocessing-paths (pull request #896) Update postprocessing paths * Update postprocessing paths Approved-by: Siddhant Medar * Merged in feature/TIN_stats_update (pull request #898) Feature/TIN stats update * Tin_stats_report * black formatting * minor changes * black format applied * Addressed the katons comments * Merged DEV into feature/TIN_stats_update * black reformat Approved-by: Katon Minhas * Merged main into DEV * Merged in feature/exhibit-smart-chunking (pull request #883) Feature/exhibit smart chunking * exhibit processing per page * header dict deduplication * dedup prompt refinment * refinment for header extraction proecess * Merge remote-tracking branch 'origin/DEV' into feature/exhibit-smart-chunking * merge updates * minor fix * prompt fix for reimb type * COB defenition for clear understanding * black formatting * remove quit statement * pipiline test * pipeline test * black formatting * Merge remote-tracking branch 'origin/DEV' into feature/exhibit-smart-chunking * black formating * Merge remote-tracking branch 'origin/DEV' into feature/exhibit-smart-chunking * typo * PR comment fixes * exhibit funcs refactored * black formatting * Refactor exhibit chunking config into dedicated class Created ExhibitChunkingConfig class to centralize exhibit smart chunking configuration parameters (DEFAULT_SUBCHUNK_SIZE, MIN_PARENT_CHUNK_SIZE, CHUNK_RELEVANCE_THRESHOLD). This improves code organization … * Merged in bugfix/DAIP2-1870-dynamic-issues (pull request #892) Bugfix/DAIP2-1870 dynamic issues * updated list format appending * fill bill type from claim type cd * Fixed remaining format fixes * Merged DEV into bugfix/DAIP2-1870-dynamic-issues * changed crosswalk mapping from PRODUCT to AARETE_DERIVED_PRODUCT * Merged DEV into bugfix/DAIP2-1870-dynamic-issues * updating LOB field values as well from PRODUCT AND PROGRAM * updated apply crosswalk for reverse mapping * Merged DEV into bugfix/DAIP2-1870-dynamic-issues * added QHP and BHP * removed lob reverse mapping * Merged DEV into bugfix/DAIP2-1870-dynamic-issues * Remove Bill Type/Claim Type fill * Merged DEV into bugfix/DAIP2-1870-dynamic-issues * Black format * Merged DEV into bugfix/DAIP2-1870-dynamic-issues Approved-by: Katon Minhas * Merged in bugfix/prov_info_json_fixes (pull request #899) Bugfix/prov info json fixes * fix: robust PROV_INFO_JSON sanitization and TIN backfill logic json_utils: - Add sanitize_prov_info_json with layered parsing (JSON, literal_eval, empty-value-after-colon fix, best-effort dict extraction). - Add _normalize_prov_entries and _prov_value_to_str for uniform str-valued output; flatten list values, strip TIN hyphens. - format_prov_info_json now delegates to sanitize_prov_info_json. postprocessing_funcs: - Add fill_prov_info_tin_from_filename_tin for TIN backfill. - Add validate_and_reformat_date (pipe-wrapped, datetime strings). - Add format_as_json_list (pipe-delimited, comma-separated, quote stripping). postprocess: - Integrate new postprocessing helpers into pipeline flow. postprocess_existing_output: - Support CSV and Excel input, configurable paths, fillna for CSV. tests: - Add test_json_parsers.py for PROV_INFO_JSON parsing coverage. - Add test_postprocess.py for date/list formatting and defau… * Merged in bugfix/reimb_primary_issues (pull request #900) Bugfix/reimb primary issues * Update lesser of distribution prompt to preserve reimb term langauge * Added prompt change to extract correct service when there are multiple sub-rates; Updated validate reimb term to prevent filtering out erm with valid rate * Make reimb primary prompt change * Revert "Make reimb primary prompt change" This reverts commit 55f7d73b9cb523097c96ea50b6614c1db53b46d2. Approved-by: Katon Minhas * Merged in dtc_report (pull request #902) Dtc report * dtc_report_added * lint format fixed * Changed regex location call Approved-by: Katon Minhas * Merged in feature/historical-cost-analysis (pull request #901) Feature/historical cost analysis * Initial commit * Finalize cost_analysis * Black format * Merged DEV into feature/historical-cost-analysis * Refactor * Black * Merged DEV into feature/historical-cost-analysis Approved-by: Siddhant Medar * Merged in feature/ai-pr-review-agent (pull request #906) Add AI code review agent to pull request pipeline * Add AI code review agent to pull request pipeline Adds a pull-requests pipeline that runs CI checks (lint, type check, unit tests) followed by an AI code review step. The AI review uses OIDC to authenticate with AWS Bedrock - no hardcoded AWS keys. It clones the code-review-agent repo and posts a review comment on the PR. * Fix AI code review step: install git in python:3.12-slim image * Trigger pipeline * Trigger pipeline * Trigger pipeline * Trigger pipeline * Trigger pipeline * Trigger pipeline * Trigger pipeline * Remove debug token decode line * Update guide: all checklist items complete, agent working * Remove guide file from repo * Trigger pipeline Approved-by: Katon Minhas * Merged in DAIP2-1980-aarete-derived-effective-dt-issues (pull request #904) DAIP2-1980 aarete derived effective dt issues * fixed earlier of a and b * prompt update * prompt shortened * test changes reverted * Merge branch 'DEV' into DAIP2-1980-aarete-derived-effective-dt-issues * test changes reverted * Merged DEV into DAIP2-1980-aarete-derived-effective-dt-issues * Fix effective date prompt * Replace em-dashes with readable version Approved-by: Katon Minhas * Merged in feature/DAIP2-2023-eliminate-full-context-processing (pull request #905) Feature/DAIP2-2023 eliminate full context processing * testing full context fields * remove full context processing * merge Dev with DAIP2-2-23 * full context removal in client codes * AARETE_DERIVED_PROVIDER_NAME field changes * Merged DEV into feature/DAIP2-2023-eliminate-full-context-processing * optimized provider name * black format fix * contract title fixes * PAYER NAME AUTO RENEWAL IND fixes * Merged DEV into feature/DAIP2-2023-eliminate-full-context-processing * Merge branch 'DEV' into feature/DAIP2-2023-eliminate-full-context-processing * Remove prints Approved-by: Katon Minhas * Merged in feature/code_optimization (pull request #903) Feature/code optimization * Ran Black * made a small change in code_last_check, fixed so it returns string and not single char * Made changes to make sure that default_ind postprocess only happens to the cc output and not dashboard * Merge bugfix/default_ind_postprocess into feature/code_optimization - Parent-child: child_rank column init and cols_to_keep filter - Postprocess: default_ind only on cc output - code_last_check: parser str/list return handling + exception logging - Prompt: FIELD ASSIGNMENT for code extraction (no CRITICAL prefix) * More prompt changes and debugging print statements * Added system to group same service term + bill type cd + claim type cd and then parallelize the code extraction (will improve consistency) * Revert one-time PROV_INFO_JSON ad hoc logic; retain json_utils and output format - Remove temporary postprocess step that filled empty TIN in PROV_INFO_JSON from FILENAME_TIN (fill_prov_info_tin_from_filename_ti… * Merged in DAIP2-2121-prov-info-fields-issue-fixes (pull request #908) empty prov_info_json fixed * empty prov_info_json fixed * Merged DEV into DAIP2-2121-prov-info-fields-issue-fixes * format of PROV_OTHER_TIN fixed * Revert "format of PROV_OTHER_TIN fixed" This reverts commit 580847de03265520b1b4fad473bbf38ef1573753. * formatting and deduplication * pipeline error fixed * test cases added * pipeline error fixed Approved-by: Katon Minhas * Merged in feature/context-caching (pull request #909) Feature/context caching * Initial commit - context caching for DYNAMIC_PRIMARY * implement context caching for all relevant prompts * Remove option to not context cache * IndentationError fixed * Merge branch 'DEV' into feature/context-caching * Merge and format * Move documentation * Merged DEV into feature/context-caching * Update unit tests * Merged DEV into feature/context-caching * Update signatures * Fix test coverage gap Approved-by: Praneel Panchigar Approved-by: Karan Desai * Merged in bugfix/DAIP2-2138-reimbursement-primary-testing (pull request #910) Bugfix/DAIP2-2138 reimbursement primary testing * updated table instructions for reimb term extraction * updated split tables to include header rows * issue fix * Merged DEV into bugfix/DAIP2-2138-reimbursement-primary-testing * black format fix Approved-by: Katon Minhas * Merged in feature/doczy_reports (pull request #911) Feature/doczy reports * Added post_doczy_reports * black format fix * Merged DEV into feature/doczy_reports * fixed code review Approved-by: Katon Minhas * Merged in feature/median-cost-analysis (pull request #912) Add median * Add median Approved-by: Siddhant Medar Approved-by: Siddhant Medar |
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Katon Minhas
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afb6d5185d |
Merged in feature/lesser-table-caching-refactor-hybrid (pull request #847)
Feature/lesser table caching refactor hybrid * chore: Remove unused duplicate main.py from shared pipeline * fix: Correct crosswalk paths in aarete_derived.py * chore: Remove unused documentation files from fieldExtraction * docs: Add documentation files to documentation folder * docs: Update README with uv setup, expanded project structure, and branching conventions * docs: Add uv installation steps with Ubuntu/WSL emphasis * Enable prompt caching for all remaining LLM calls - Add _INSTRUCTION() functions for: EXHIBIT_HEADER, EXHIBIT_LINKAGE, EXHIBIT_TITLE_MATCH, DATE_FIX, DERIVED_TERM_DATE, CHECK_PROVIDER_NAME_MATCH, SPECIAL_CASE_ASSIGNMENT - Update all invoke_claude() calls in saas and clover pipelines to use cache=True with corresponding _INSTRUCTION() functions - Add new instructions to get_cacheable_instructions() for cache warming - Update tests for new instruction functions Functions now using caching: - prompt_exhibit_level - prompt_exhibit_lesser (EXHIBIT_LEVEL_LESSER_OF) - prompt_fee_schedule_breakout - prompt_grouper_breakout - prompt_special_case_assignment - prompt_exhibit_linkage - prompt_exhibit_header - prompt_smart_chunked (ONE_TO_ONE templates) - prompt_date_fix - prompt_derived_term_date - prompt_exhibit_title_match - provider_name_match_check 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Reorder * feat: Add bcbs_promise client pipeline with OFFSET_TERM extraction - Add new bcbs_promise client with HSC-based OFFSET_TERM field extraction - Extract full paragraph text of offset/recoupment provisions from contracts - Derive OFFSET_INDICATOR (Y/N) from OFFSET_TERM presence - Fix reorder_columns to preserve extra columns not in COLUMN_ORDER - Update QC/QA output path to outputs/qc_qa/ * fix: Update dev deps and test assertions for QC/QA output path - Add pytest/pytest-mock to dev dependencies for mypy type checking - Update test assertions to expect outputs/qc_qa instead of qa_qc_output * style: Apply black formatting to prompt_templates.py * Merge main, move scripts * Archive some scripts * update py version * remove .py version file * Remove ASCII characters * Restore testbed code * restore tracking * Update testbed metrics * Enable prompt caching for CODE_LAST_CHECK, FILL_BILL_TYPE, DUAL_LOB_CHECK, and GROUPER_BREAKOUT - Add CODE_LAST_CHECK_INSTRUCTION() for service specificity classification - Add FILL_BILL_TYPE_INSTRUCTION() for bill type code determination - Add DUAL_LOB_CHECK_INSTRUCTION() for Medicare/Medicaid classification - Update code_funcs.py to use caching for CODE_LAST_CHECK, FILL_BILL_TYPE, GROUPER_BREAKOUT - Update postprocessing_funcs.py to use caching for DUAL_LOB_CHECK - Add new instructions to get_cacheable_instructions() for cache warming - Add unit tests for new instruction functions 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Fix postprocessing_funcs to remove invalid columns * Merge branch 'main' into feature/lesser-table-caching-refactor-hybrid * Revert prompt caching changes from aed1b73c * update formatting * Update imports Approved-by: Sha Brown Approved-by: Praneel Panchigar |