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>
37 lines
1.3 KiB
Python
37 lines
1.3 KiB
Python
"""
|
|
validator.py - Stage 9: issue deduplication and validation (LLM).
|
|
|
|
Consolidates findings from Stages 5-8 (conflicts, full-set QAQC, code, and
|
|
constructability) into one clean, deduplicated canonical-issue list, dropping
|
|
unsupported or vague items. On failure it returns the input unchanged so no
|
|
findings are lost.
|
|
"""
|
|
|
|
from typing import Dict, List
|
|
|
|
from backend import config
|
|
from backend.pipeline._serialize import dumps
|
|
from backend.pipeline._stage import call_stage, collect_list, validate_issue
|
|
from backend.prompts import (
|
|
DEDUP_VALIDATE_SYSTEM_PROMPT,
|
|
DEDUP_VALIDATE_USER_INSTRUCTION,
|
|
)
|
|
|
|
|
|
def dedup_validate(all_issues: List[Dict]) -> List[Dict]:
|
|
if not all_issues:
|
|
return []
|
|
parsed = call_stage(
|
|
DEDUP_VALIDATE_SYSTEM_PROMPT,
|
|
DEDUP_VALIDATE_USER_INSTRUCTION,
|
|
subs={"issues": dumps(all_issues)},
|
|
max_tokens=config.VALIDATE_MAX_TOKENS,
|
|
)
|
|
validated = collect_list(parsed, "issues", validate_issue)
|
|
if not validated:
|
|
# Model failed or returned nothing usable -- keep the raw findings.
|
|
print(f"[Validate] dedup produced no list; keeping {len(all_issues)} raw issue(s)")
|
|
return all_issues
|
|
print(f"[Validate] {len(all_issues)} raw -> {len(validated)} consolidated issue(s)")
|
|
return validated
|