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Creative Cloud Files
Creative Cloud Files
 
 
alembic
alembic
 
 
api
api
 
 
contract-database-system
contract-database-system
 
 
models
models
 
 
scrapers
scrapers
 
 
services
services
 
 
tweet-scraper
tweet-scraper
 
 
.env.example
.env.example
 
 
.gitignore
.gitignore
 
 
.lesshst
.lesshst
 
 
CHANGE_DETECTION_SYSTEM.md
CHANGE_DETECTION_SYSTEM.md
 
 
CNAME
CNAME
 
 
COLLECTION_SUCCESS_REPORT.md
COLLECTION_SUCCESS_REPORT.md
 
 
CONGRESS_API_SETUP.md
CONGRESS_API_SETUP.md
 
 
Dockerfile
Dockerfile
 
 
ENHANCED_CLASSIFIER_SUMMARY.md
ENHANCED_CLASSIFIER_SUMMARY.md
 
 
LEGISCAN_SETUP.md
LEGISCAN_SETUP.md
 
 
MA_IMPACT_SCORING_SYSTEM.md
MA_IMPACT_SCORING_SYSTEM.md
 
 
MIGRATION_GUIDE.md
MIGRATION_GUIDE.md
 
 
README.md
README.md
 
 
add_relevance_score_column.py
add_relevance_score_column.py
 
 
alembic.ini
alembic.ini
 
 
analyze_top_bills.py
analyze_top_bills.py
 
 
apply_comprehensive_classifier.py
apply_comprehensive_classifier.py
 
 
apply_enhanced_classifier.py
apply_enhanced_classifier.py
 
 
bill_relevance_analyzer.py
bill_relevance_analyzer.py
 
 
check_database_state.py
check_database_state.py
 
 
cms_enforcement_tracking_summary.md
cms_enforcement_tracking_summary.md
 
 
collect_snf_specific_rules.py
collect_snf_specific_rules.py
 
 
comprehensive_dashboard.html
comprehensive_dashboard.html
 
 
create_tables.py
create_tables.py
 
 
dashboard.html
dashboard.html
 
 
database_setup.md
database_setup.md
 
 
demonstrate_ai_filtering.py
demonstrate_ai_filtering.py
 
 
docker-compose.yml
docker-compose.yml
 
 
docker_migration.sh
docker_migration.sh
 
 
enhanced_analyzer.html
enhanced_analyzer.html
 
 
enhanced_opportunity_analyzer.html
enhanced_opportunity_analyzer.html
 
 
fast_analyzer.html
fast_analyzer.html
 
 
financial_impact_calculator.py
financial_impact_calculator.py
 
 
financial_impact_report.py
financial_impact_report.py
 
 
financial_impact_summary.md
financial_impact_summary.md
 
 
impact_breakdown_report.py
impact_breakdown_report.py
 
 
implementation_guidance_summary.md
implementation_guidance_summary.md
 
 
implementation_guidance_system.py
implementation_guidance_system.py
 
 
init.sql
init.sql
 
 
main.py
main.py
 
 
medicare_advantage_analysis_report.md
medicare_advantage_analysis_report.md
 
 
medicare_restoration_summary.md
medicare_restoration_summary.md
 
 
migrate_operational_scoring.py
migrate_operational_scoring.py
 
 
opportunity_analyzer.html
opportunity_analyzer.html
 
 
python_migration.py
python_migration.py
 
 
query_database.py
query_database.py
 
 
render.yaml
render.yaml
 
 
requirements.txt
requirements.txt
 
 
requirements_api.txt
requirements_api.txt
 
 
restoration_summary.md
restoration_summary.md
 
 
run_ai_analysis_on_bills.py
run_ai_analysis_on_bills.py
 
 
run_change_detection.py
run_change_detection.py
 
 
run_migration.sh
run_migration.sh
 
 
score_database_bills.py
score_database_bills.py
 
 
seed_keywords.py
seed_keywords.py
 
 
seed_keywords.sql
seed_keywords.sql
 
 
seed_snf_keywords.py
seed_snf_keywords.py
 
 
setup_database.sql
setup_database.sql
 
 
show_collected_bills.py
show_collected_bills.py
 
 
simple_analysis.py
simple_analysis.py
 
 
simple_dashboard.html
simple_dashboard.html
 
 
start_api.py
start_api.py
 
 
test_ai_dashboard_cleanup.py
test_ai_dashboard_cleanup.py
 
 
test_ai_filtering.py
test_ai_filtering.py
 
 
test_api.py
test_api.py
 
 
test_bill_relevance_mock.py
test_bill_relevance_mock.py
 
 
test_change_detection.py
test_change_detection.py
 
 
test_comment_periods.py
test_comment_periods.py
 
 
test_congress_collector.py
test_congress_collector.py
 
 
test_dashboard_features.py
test_dashboard_features.py
 
 
test_enforcement_tracking.py
test_enforcement_tracking.py
 
 
test_enhanced_federal_register.py
test_enhanced_federal_register.py
 
 
test_facility_personalization.py
test_facility_personalization.py
 
 
test_gpt4_response_parsing.py
test_gpt4_response_parsing.py
 
 
test_idaho_medicaid.py
test_idaho_medicaid.py
 
 
test_operational_scoring.py
test_operational_scoring.py
 
 
test_rule_summaries.py
test_rule_summaries.py
 
 
test_updated_prompt.py
test_updated_prompt.py
 
 
transaction_analysis.py
transaction_analysis.py
 
 
transaction_analyzer.html
transaction_analyzer.html
 
 
update_enforcement_tracking.py
update_enforcement_tracking.py
 
 
verify_snf_cleanup.py
verify_snf_cleanup.py
 
 

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SNF Legislation Tracker

AI-powered legislative tracking for skilled nursing facilities.

Features

  • Tracks Congress, Federal Register, and state legislation
  • AI relevance scoring (0-100)
  • GPT-4 summaries and risk assessment
  • Real-time change detection
  • Industry tagging (SNF, ALF, HH, HOS)

Setup

  1. Clone repository
  2. Install: pip3 install -r requirements.txt
  3. Add API keys to .env file
  4. Run: python3 start_api.py
  5. Open: http://localhost:8080/dashboard.html

Built with FastAPI, SQLAlchemy, and OpenAI GPT-4

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