Commit Graph

56 Commits

Author SHA1 Message Date
3e0221ccec Management UI: corpus delete, process panel, activity feed, diagnostics
- DELETE /api/training/corpus/{id} + delete button on training page,
  with confirmation dialog and recompute hint
- /api/system/tasks + floating process panel (bottom-left) showing
  active background tasks with live 3s polling
- /api/system/recent-activity derives a feed from cases, style_corpus,
  and last style_patterns run; sidebar on home page renders with
  relative timestamps
- /api/system/diagnostics + /#/diagnostics page showing DB health,
  row counts per table, active tasks, stuck documents (>10 min),
  failed extractions
- Cosmetic: signature phrase headline now prefers clean phrases over
  bracket-heavy templates for display

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-11 12:04:13 +00:00
3f759d3610 Improve document processing pipeline and agent workflows
- Add delete_document_chunks for reprocessing, save extracted text to disk
- Expand case directory structure (original/extracted/proofread/backup)
- Update classifier patterns (תגובה, הודעת עמדה)
- Fix proofreader agent paths for new directory layout
- Update HEARTBEAT to notify on every task completion
- Improve bidi_table with LRE/PDF directional embedding
- Add Paperclip project verification and auto-close setup issue
- Add auto-sync-cases.sh for Gitea synchronization

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-09 16:45:49 +00:00
96ea54dc6e Add claim_type field: distinguish claims vs responses vs replies
Legal documents have 3 types of assertions:
- claim: from appeal documents (כתב ערר)
- response: from original responses (כתב תשובה)
- reply: from supplementary responses (תגובה, השלמת טיעון)

DB: added claim_type column to claims table
Extractor: _infer_claim_type() auto-detects from doc_type + title
Updated existing 113 records: 29 claims, 28 responses, 56 replies

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-04 15:35:16 +00:00
d9e5ef0f46 Add full decision writing pipeline: classify, extract, brainstorm, write, QA, export
New services (11 files):
- classifier.py: auto doc-type classification + party identification (Claude Haiku)
- claims_extractor.py: claim extraction from pleadings (Claude Sonnet + regex)
- references_extractor.py: plan/case-law/legislation detection (regex)
- brainstorm.py: direction generation with 2-3 options (Claude Sonnet)
- block_writer.py: 12-block decision writer (template + Claude Sonnet/Opus)
- docx_exporter.py: DOCX export with David font, RTL, headings
- qa_validator.py: 6 QA checks with export blocking on critical failure
- learning_loop.py: draft vs final comparison + lesson extraction
- metrics.py: KPIs dashboard per case and global
- audit.py: action audit log
- cli.py: standalone CLI with 11 commands

Updated pipeline: extract → classify → chunk → embed → store → extract_references
New MCP tools: 29 total (was 16)
New DB tables: audit_log, decisions CRUD, claims CRUD
Config: Infisical support, external service allowlist

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-03 10:21:47 +00:00
39089dcef5 Add outcome-aware drafting, lessons system, and improved style analysis
- Add expected_outcome field to cases (rejection/partial/full/betterment_levy)
- New lessons.py module with golden ratios, templates, and drafting guidance per outcome type
- Style analyzer now uses Opus with full decision text (no truncation), with multi-pass fallback for large corpora
- Drafting tool provides outcome-specific templates, section guidance, and ratio comments
- Improved JSON extraction with bracket-matching fallback

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-24 18:58:42 +00:00
6f515dc2cb Initial commit: MCP server + web upload interface
Ezer Mishpati - AI legal decision drafting system with:
- MCP server (FastMCP) with document processing pipeline
- Web upload interface (FastAPI) for file upload and classification
- pgvector-based semantic search
- Hebrew legal document chunking and embedding
2026-03-23 12:33:07 +00:00