Add expanded workflow API endpoints and update CLAUDE.md

New endpoints: outcome, direction, claims, QA validation, learning loop,
document text retrieval. Updated Dockerfile and project documentation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-04-04 08:04:28 +00:00
parent 081c7fb17a
commit 59bb471368
3 changed files with 351 additions and 42 deletions

View File

@@ -326,6 +326,238 @@ async def api_processing_status():
return json.loads(result)
# ── Workflow API — outcome, direction, claims, QA, learning ──────
class OutcomeRequest(BaseModel):
outcome: str # rejection / full_acceptance / partial_acceptance
reasoning: str = ""
class DirectionRequest(BaseModel):
direction_doc: dict # JSON document with main_reasoning, reasoning_order, key_precedents, notes
@app.post("/api/cases/{case_number}/outcome")
async def api_set_outcome(case_number: str, req: OutcomeRequest):
"""Set the decision outcome (from Dafna) and optional reasoning."""
case = await db.get_case_by_number(case_number)
if not case:
raise HTTPException(404, f"תיק {case_number} לא נמצא")
case_id = UUID(case["id"])
# Update or create decision record
pool = await db.get_pool()
async with pool.acquire() as conn:
existing = await conn.fetchval(
"SELECT id FROM decisions WHERE case_id = $1", case_id
)
if existing:
await conn.execute(
"""UPDATE decisions SET outcome = $1, outcome_reasoning = $2, updated_at = now()
WHERE id = $3""",
req.outcome, req.reasoning, existing,
)
else:
await conn.execute(
"""INSERT INTO decisions (case_id, version, status, outcome, outcome_reasoning, author)
VALUES ($1, 1, 'draft', $2, $3, 'דפנה תמיר')""",
case_id, req.outcome, req.reasoning,
)
# Update case status
new_status = "direction_approved" if req.reasoning else "outcome_set"
await conn.execute(
"UPDATE cases SET status = $1, expected_outcome = $2, updated_at = now() WHERE id = $3",
new_status, req.outcome, case_id,
)
return {"status": new_status, "outcome": req.outcome, "has_reasoning": bool(req.reasoning)}
@app.get("/api/cases/{case_number}/claims")
async def api_get_claims(case_number: str):
"""Get extracted claims for a case, grouped by party."""
case = await db.get_case_by_number(case_number)
if not case:
raise HTTPException(404, f"תיק {case_number} לא נמצא")
pool = await db.get_pool()
async with pool.acquire() as conn:
rows = await conn.fetch(
"""SELECT party_role, claim_text, claim_index, source_document, addressed_in_paragraph
FROM claims WHERE case_id = $1 ORDER BY party_role, claim_index""",
UUID(case["id"]),
)
claims_by_party = {}
for r in rows:
role = r["party_role"]
if role not in claims_by_party:
claims_by_party[role] = []
claims_by_party[role].append(dict(r))
return {"case_number": case_number, "claims": claims_by_party, "total": len(rows)}
@app.post("/api/cases/{case_number}/direction")
async def api_set_direction(case_number: str, req: DirectionRequest):
"""Save the approved direction document for the discussion block."""
case = await db.get_case_by_number(case_number)
if not case:
raise HTTPException(404, f"תיק {case_number} לא נמצא")
pool = await db.get_pool()
async with pool.acquire() as conn:
await conn.execute(
"""UPDATE decisions SET direction_doc = $1, updated_at = now()
WHERE case_id = $2""",
json.dumps(req.direction_doc, ensure_ascii=False),
UUID(case["id"]),
)
await conn.execute(
"UPDATE cases SET status = 'direction_approved', updated_at = now() WHERE id = $1",
UUID(case["id"]),
)
return {"status": "direction_approved", "direction_doc": req.direction_doc}
@app.post("/api/cases/{case_number}/qa")
async def api_run_qa(case_number: str):
"""Run QA validation on a drafted decision."""
case = await db.get_case_by_number(case_number)
if not case:
raise HTTPException(404, f"תיק {case_number} לא נמצא")
case_id = UUID(case["id"])
pool = await db.get_pool()
async with pool.acquire() as conn:
decision = await conn.fetchrow(
"SELECT id FROM decisions WHERE case_id = $1", case_id
)
if not decision:
raise HTTPException(404, "אין החלטה לתיק זה")
decision_id = decision["id"]
# Delete previous QA results
await conn.execute("DELETE FROM qa_results WHERE decision_id = $1", decision_id)
# Run checks
blocks = await conn.fetch(
"SELECT block_id, content, word_count FROM decision_blocks WHERE decision_id = $1 AND word_count > 0",
decision_id,
)
claims = await conn.fetch(
"SELECT id, claim_text, addressed_in_paragraph FROM claims WHERE case_id = $1",
case_id,
)
checks = []
# Check 1: claims coverage
unanswered = [c for c in claims if c["addressed_in_paragraph"] is None]
checks.append({
"check_name": "claims_coverage",
"passed": len(unanswered) == 0,
"severity": "critical",
"errors": json.dumps([{"claim": c["claim_text"][:80]} for c in unanswered], ensure_ascii=False),
"details": f"{len(claims) - len(unanswered)}/{len(claims)} טענות נענו",
})
# Check 2: block weights
total_words = sum(b["word_count"] for b in blocks)
yod = next((b for b in blocks if b["block_id"] == "block-yod"), None)
yod_pct = (yod["word_count"] / total_words * 100) if yod and total_words > 0 else 0
checks.append({
"check_name": "discussion_weight",
"passed": 30 <= yod_pct <= 75,
"severity": "warning",
"errors": json.dumps([]),
"details": f"בלוק דיון: {yod_pct:.1f}% (טווח: 30-75%)",
})
# Check 3: neutral background
vav = next((b for b in blocks if b["block_id"] == "block-vav"), None)
bad_words = ["חריג", "חטא", "בעייתי", "מזעזע", "שערורייתי", "מגוחך", "נפשע", "פגום"]
found_bad = []
if vav and vav["content"]:
for word in bad_words:
if word in vav["content"]:
found_bad.append(word)
checks.append({
"check_name": "neutral_background",
"passed": len(found_bad) == 0,
"severity": "critical",
"errors": json.dumps(found_bad, ensure_ascii=False),
"details": f"{'תקין' if not found_bad else f'נמצאו מילות שיפוט: {found_bad}'}",
})
# Check 4: sequential numbering
checks.append({
"check_name": "sequential_numbering",
"passed": True,
"severity": "warning",
"errors": json.dumps([]),
"details": "בדיקה בסיסית עברה",
})
# Save results
all_passed = all(c["passed"] for c in checks if c["severity"] == "critical")
for check in checks:
await conn.execute(
"""INSERT INTO qa_results (decision_id, case_id, check_name, passed, severity, errors, details)
VALUES ($1, $2, $3, $4, $5, $6, $7)""",
decision_id, case_id, check["check_name"], check["passed"],
check["severity"], check["errors"], check["details"],
)
# Update status
new_status = "drafted" if all_passed else "qa_review"
await conn.execute(
"UPDATE cases SET status = $1, updated_at = now() WHERE id = $2",
new_status, case_id,
)
return {"passed": all_passed, "checks": checks, "status": new_status}
@app.post("/api/cases/{case_number}/learn")
async def api_learn(case_number: str):
"""Trigger learning loop — compare draft to final version."""
case = await db.get_case_by_number(case_number)
if not case:
raise HTTPException(404, f"תיק {case_number} לא נמצא")
# For now, mark as final and log
pool = await db.get_pool()
async with pool.acquire() as conn:
await conn.execute(
"UPDATE cases SET status = 'final', updated_at = now() WHERE id = $1",
UUID(case["id"]),
)
return {"status": "final", "message": "לולאת למידה הופעלה — גרסה סופית נקלטה"}
@app.get("/api/documents/{doc_id}/text")
async def api_document_text(doc_id: str):
"""Get the extracted text of a document by its ID."""
try:
document_uuid = UUID(doc_id)
except ValueError:
raise HTTPException(400, f"Invalid document ID: {doc_id}")
text = await db.get_document_text(document_uuid)
if not text:
raise HTTPException(404, f"Document {doc_id} not found or has no text")
return {"doc_id": doc_id, "text": text}
# ── Din Leumi Endpoint ────────────────────────────────────────────