Spaces:
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Sleeping
| """ | |
| Regulator-Facing Explainability Report | |
| Federal FOIA Intelligence Search | |
| Public Electronic Reading Rooms Only | |
| """ | |
| from datetime import datetime | |
| def generate_report(stats: dict) -> str: | |
| return f""" | |
| Federal FOIA Intelligence Search | |
| Explainability Report | |
| Generated: {datetime.utcnow().isoformat()} UTC | |
| Scope | |
| ----- | |
| This system indexes only documents already released to the public | |
| via U.S. Government FOIA Electronic Reading Rooms. | |
| Data Sources | |
| ------------ | |
| - Agency-managed FOIA portals | |
| - Public PDFs and HTML disclosures | |
| - No internal or restricted systems | |
| Safeguards | |
| ---------- | |
| - Robots.txt enforcement | |
| - Per-agency kill switches | |
| - Adapter compliance testing | |
| - No authentication bypass | |
| - No scraping beyond published endpoints | |
| Analytics | |
| --------- | |
| - Keyword-based retrieval | |
| - Optional semantic clustering (FAISS) | |
| - No predictive inference | |
| - No content alteration | |
| Results Summary | |
| --------------- | |
| Total Documents: {stats.get('total_docs', 'N/A')} | |
| Agencies Covered: {len(stats.get('agencies', []))} | |
| Compliance Statement | |
| -------------------- | |
| This system complies with FOIA, CFAA, and platform terms by design. | |
| """ |