woogiandClaude Opus 4.8
1d248a8808
Cross-discipline design-contradiction checker for construction drawing sets. Standalone tool broken out from Iron_Bid; a pipeline stage may later fold back into Iron_Bid. Pipeline: PDF->images -> per-sheet assertion extraction -> deterministic clustering by location -> per-cluster reasoning -> report. Includes CLI (cli/run_check.py) and web UI (backend/main.py). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
35 lines
1.4 KiB
Python
35 lines
1.4 KiB
Python
"""
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qaqc_review.py - Stage 6: senior architect full-set QAQC review (LLM).
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One whole-set reasoning pass that surfaces QAQC issues BEYOND the direct
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cross-discipline conflicts already found in Stage 5 -- missing sheets/schedules/
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details, incomplete information, bid/permit-readiness gaps. Text-based over the
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already-extracted assertions, clusters, and conflicts; emits the canonical issue
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schema. Returns [] on failure.
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"""
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from typing import Dict, List
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from backend import config
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from backend.pipeline._serialize import dumps, slim_clusters, slim_sheets
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from backend.pipeline._stage import call_stage, collect_list, validate_issue
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from backend.prompts import SENIOR_QAQC_SYSTEM_PROMPT, SENIOR_QAQC_USER_INSTRUCTION
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def senior_review(sheets: List[Dict], clusters: List[Dict],
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conflicts: List[Dict], sheet_index: Dict) -> List[Dict]:
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parsed = call_stage(
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SENIOR_QAQC_SYSTEM_PROMPT,
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SENIOR_QAQC_USER_INSTRUCTION,
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subs={
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"sheet_index": dumps(sheet_index or {}),
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"assertions": dumps(slim_sheets(sheets)),
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"clusters": dumps(slim_clusters(clusters)),
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"conflicts": dumps(conflicts),
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},
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max_tokens=config.QAQC_MAX_TOKENS,
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)
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issues = collect_list(parsed, "issues", lambda c: validate_issue(c, "qaqc"))
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print(f"[QAQC] {len(issues)} full-set QAQC issue(s)")
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return issues
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