fix(ai): 保留 PixelRAG VLM model error receipt
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@@ -9,7 +9,7 @@
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python scripts/ops/check_production_version_truth.py
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目前最新版本仍以 production `https://mo.wooo.work/health` readback 為準。
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本輪 source target 為 `V10.749`；部署完成前不得宣稱正式環境已是 `V10.749`。
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本輪 source target 為 `V10.750`；部署完成前不得宣稱正式環境已是 `V10.750`。
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舊 iCloud checkout 不是 Gitea dev worktree，不得拿來當最新版本真相。
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================================================================================
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@@ -60,7 +60,7 @@ P0-2026-07-09. PixelRAG / MCP / RAG 全自動主線
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- 已完成：多電商 PixelRAG visual evidence lane 與 external MCP/RAG integration readback。
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- 已完成：PixelRAG receipt → internal RAG candidate replay，以及 OCR/VLM replay contract no-write readback。
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- 已完成：PixelRAG application portfolio，把可整合/可運用場景整理成 API/CLI 可讀的 priority lane、status、next machine action 與 forbidden guardrail。
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- 已完成：PixelRAG Ollama-first VLM replay worker，提供 dry-run/execute、artifact receipt、blocked page guard、confidence/evidence validation，且 DB write=0、primary human gate=0。
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- 已完成：PixelRAG Ollama-first VLM replay worker，提供 dry-run/execute、artifact receipt、model_error receipt、blocked page guard、confidence/evidence validation，且 DB write=0、primary human gate=0。
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- 進行中：MCP/RAG runtime health → AI automation smoke。
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- 未開始：Ollama-first visual embedding benchmark、pgvector-compatible visual metadata、Coupang platform probe / structured API、跨平台 source contracts。
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- 主線文件：`docs/guides/ai_automation_mainline_work_items.md`。
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@@ -402,7 +402,7 @@ YOUTUBE_API_KEY = os.getenv('YOUTUBE_API_KEY', '')
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# ==========================================
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# 系統版本與路徑
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# ==========================================
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SYSTEM_VERSION = "V10.749"
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SYSTEM_VERSION = "V10.750"
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LOG_FILE_PATH = os.path.join(BASE_DIR, 'logs/system.log')
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public_url = PUBLIC_URL # 用於模板顯示
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@@ -879,7 +879,7 @@ POSTGRES_HOST=momo-db
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| 2026-07-09 | PixelRAG / external MCP/RAG 必須有 runtime monitoring 與 candidate replay | V10.746 起 `/api/ai-automation/smoke`、`/api/ai-automation/scheduled-health-summary` 必須輸出 `External MCP/RAG integration readback` / `external_mcp_rag_integration` 與 `PixelRAG RAG candidate replay` / `pixelrag_rag_candidate_replay`；external MCP/RAG readback 回報 9 個 capability 的 absorbed / unresolved 與 `MCP_ROUTER_ENABLED`、`RAG_ENABLED` runtime flags，PixelRAG replay 只讀 visual receipt，拆分 eligible / blocked / invalid，並明確標記 blocked page 不是商品資料。此路徑不讀 secret、不呼叫外部網路、不寫 DB、不寫 `ai_insights`、不寫正式價格表；eligible receipt 仍需 OCR/VLM replay、identity matcher replay、PromotionGate 與 embedding signature guard。 |
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| 2026-07-09 | PixelRAG OCR/VLM replay contract 必須有 runtime monitoring | V10.747 起 `/api/ai-automation/pixelrag-ocr-vlm-replay`、`scripts/ops/report_pixelrag_ocr_vlm_replay.py`、`/api/ai-automation/smoke` 與 `/api/ai-automation/scheduled-health-summary` 必須輸出 no-write OCR/VLM replay contract / `pixelrag_ocr_vlm_replay` family；readback 只讀 saved tiles 與 RAG candidate replay，輸出 ready / blocked / invalid contracts、field schema、output schema、validation rules、Ollama-first route contract、blocked page guard 與 next machine action。此階段明確標記 `extraction_execution_performed=false`、`ocr_execution_performed=false`、`vlm_execution_performed=false`、`writes_database=false`、`writes_ai_insights=false`、`writes_price_tables=false`、`network_call=false`、`secret_read=false`、`primary_human_gate_count=0`；ready receipt 才能進下一段 `run_ollama_first_vlm_replay_worker`，blocked receipt 只能進 platform probe 或 structured API 策略。 |
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| 2026-07-09 | PixelRAG application portfolio 必須把可整合場景轉成主線工作項目 | V10.748 起 `/api/ai-automation/pixelrag-application-portfolio` 與 `scripts/ops/report_pixelrag_application_portfolio.py` 必須輸出 PixelRAG 在 commerce、RAG、UX、ops、marketing、governance 的可整合/可運用 lanes；每條 lane 需有 priority、status、integrates_with、use_cases、current_capability、next_machine_action、no-write 邊界與 forbidden guardrails。此 readback 依據 PixelRAG visual-RAG pattern、Google Merchant product data、Google Product structured data 與 Baymard product list UX 轉成內部工作項目；它不抓外站、不呼叫模型、不讀 secret、不寫 DB、不把像素結果當正式價格。 |
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| 2026-07-09 | PixelRAG Ollama-first VLM replay worker 必須有 runtime monitoring | V10.749 起 `/api/ai-automation/pixelrag-vlm-replay-worker`、`scripts/ops/run_pixelrag_vlm_replay_worker.py`、`/api/ai-automation/smoke` 與 `/api/ai-automation/scheduled-health-summary` 必須輸出 controlled VLM replay worker / `pixelrag_vlm_replay_worker` family；readback 預設 dry-run，不呼叫模型、不寫 artifact，execute 模式只讀 saved tiles、呼叫 approved Ollama VLM route、驗證 JSON field confidence/evidence refs，並只寫 artifact receipt。此 worker 明確標記 `writes_database=false`、`writes_ai_insights=false`、`writes_price_tables=false`、`secret_read=false`、`primary_human_gate_count=0`；blocked page 不得輸出商品欄位，ready VLM 結果仍需 identity matcher replay 與 PromotionGate。 |
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| 2026-07-09 | PixelRAG Ollama-first VLM replay worker 必須有 runtime monitoring | V10.750 起 `/api/ai-automation/pixelrag-vlm-replay-worker`、`scripts/ops/run_pixelrag_vlm_replay_worker.py`、`/api/ai-automation/smoke` 與 `/api/ai-automation/scheduled-health-summary` 必須輸出 controlled VLM replay worker / `pixelrag_vlm_replay_worker` family；readback 預設 dry-run，不呼叫模型、不寫 artifact，execute 模式只讀 saved tiles、呼叫 approved Ollama VLM route、驗證 JSON field confidence/evidence refs，並只寫 artifact receipt；model_error 也必須寫 failure artifact receipt。此 worker 明確標記 `writes_database=false`、`writes_ai_insights=false`、`writes_price_tables=false`、`secret_read=false`、`primary_human_gate_count=0`；blocked page 不得輸出商品欄位，ready VLM 結果仍需 identity matcher replay 與 PromotionGate。 |
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| 2026-06-29 | PChome DB apply 授權 lane 必須先通過 no-write guard / decision preflight / decision closeout / issuer gate / signing-decision preflight / signing-decision closeout / signing-issuer guard | V10.725 的 PChome mapping backlog auto-policy 已新增 `/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-lane-guard`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-decision-preflight`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-decision-closeout`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-issuer-gate`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-decision-preflight`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-decision-closeout` 與 `/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-issuer-guard`；這些 endpoint 只驗證 final exact request package、same-run production truth requirement、secret rejection、rollback boundary、lane entry requirements、decision input requirements、rejection policy、post-apply verifier、future authorization decision package、final nonsecret authorization envelope、signing decision preflight inputs、unsigned signing decision package 與 signable request boundary，不讀 secret、不執行 shell/SQL、不寫 DB，也不簽發 database apply authorization。 |
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| 2026-06-29 | PChome DB apply 授權簽署發行者 lane 必須先產出 final signable request package | V10.725 的 PChome mapping backlog auto-policy 新增 `/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-issuer-closeout`；此 endpoint 只把 signing-issuer guard 的 signable request boundary 收斂成 final signable request package 與 closeout contract，確認 fresh production truth、post-apply verifier、migration hash、secret boundary 與 no-side-effect checks，不讀 secret、不簽發 authorization、不執行 shell/SQL、不寫 DB，也不代表正式 DB apply 已授權。 |
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| 2026-06-29 | PChome DB apply 授權簽署執行 lane 必須先通過 operator-held secret boundary preflight | V10.725 的 PChome mapping backlog auto-policy 新增 `/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-execution-preflight`；此 endpoint 只把 final signable request package 轉成 future signing execution preflight package、operator-held secret boundary contract、nonsecret signing inputs、command-shape preview、rollback boundary 與 abort conditions，不讀 secret、不接受 plaintext secret、不簽發 authorization、不執行 shell/SQL、不寫 DB，也不代表正式 DB apply 已授權。 |
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@@ -324,6 +324,13 @@ def _execute_item(
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"model_error": str(response.error or "")[:RAW_EXCERPT_LIMIT],
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"next_machine_action": "repair_ollama_vlm_runtime_or_model_route",
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})
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if write_receipt:
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base["receipt_path"] = _write_replay_receipt(
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output_root=output_root,
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item=item,
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worker_item=base,
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)
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base["artifact_write_performed"] = True
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return base
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try:
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@@ -123,6 +123,54 @@ def test_pixelrag_vlm_replay_worker_execute_writes_artifact_receipt(tmp_path, mo
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assert receipt["parsed_output"]["fields"]["title"]["value"] == "防曬乳 SPF50"
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def test_pixelrag_vlm_replay_worker_writes_model_error_receipt(tmp_path, monkeypatch):
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from services import pixelrag_vlm_replay_worker_service as service
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_write_receipt(
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tmp_path,
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platform="shopee_tw",
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manifest_id="shopee-ok",
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title="Shopee 防曬乳",
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url="https://shopee.tw/search?keyword=sunscreen",
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)
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class FakeOllama:
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def __init__(self, model):
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self.model = model
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def generate(self, *args, **kwargs):
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return SimpleNamespace(
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success=False,
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content="",
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model="minicpm-v:latest",
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error="all hosts failed",
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total_duration=None,
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host="http://34.21.145.224:11434",
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input_tokens=0,
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output_tokens=0,
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)
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monkeypatch.setattr(service, "OllamaService", FakeOllama)
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payload = service.run_pixelrag_ollama_vlm_replay_worker(
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artifact_root=tmp_path,
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output_root=tmp_path / "receipts",
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platform="shopee_tw",
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execute=True,
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write_receipt=True,
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tile_limit=1,
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)
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assert payload["status"] == "critical"
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assert payload["summary"]["model_error_count"] == 1
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assert payload["summary"]["receipt_written_count"] == 1
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assert payload["summary"]["artifact_write_performed"] is True
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assert payload["controlled_apply"]["writes_database"] is False
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receipt_path = tmp_path / "receipts" / "shopee_tw" / "shopee-ok" / "vlm_replay_receipt.json"
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receipt = json.loads(receipt_path.read_text(encoding="utf-8"))
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assert receipt["worker_status"] == "model_error"
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assert receipt["next_machine_action"] == "repair_ollama_vlm_runtime_or_model_route"
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def test_pixelrag_vlm_replay_worker_cli_outputs_machine_readable_json(tmp_path):
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_write_receipt(
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tmp_path,
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