diff --git a/apps/api/src/core/config.py b/apps/api/src/core/config.py index 15c8ce292..0e1f6bad8 100644 --- a/apps/api/src/core/config.py +++ b/apps/api/src/core/config.py @@ -84,17 +84,17 @@ class Settings(BaseSettings): default=True, description="Phase 22: True=異步更新 (先推 OpenClaw), False=同步等待", ) - # 2026-04-04 ogt: Phase 25 P0 — DIAGNOSE Privacy-First 專用 timeout - # 實測依據 (2026-04-04): - # NIM 雲端: 11-45s (免費 tier,偶有排隊) → 60s timeout (45s + 15s buffer) - # Ollama 本地 llama3.2:3b: ~173s 首次推理 → 200s timeout (173s + 27s buffer) + # 2026-04-05 Claude Code: Phase 25 P0 v4.3 — DIAGNOSE timeout 依實測修正 + # 實測依據 (2026-04-05): + # NIM (nvidia/nemotron-mini-4b-instruct): 2.2s~27.3s,平均 10.6s → 60s timeout (27s * 2 + buffer) + # Ollama llama3.2:3b CPU-only: 238s 回 {"ok":true} → 不可用於生產,timeout 保留但實際走 NIM NEMOTRON_DIAGNOSE_TIMEOUT_SECONDS: int = Field( default=60, - description="Phase 25 P0: 一般 DIAGNOSE 任務 NIM timeout (秒),實測 11-45s,60s 含 buffer", + description="Phase 25 P0: DIAGNOSE NIM timeout (秒),實測 2.2-27.3s avg 10.6s,60s 含 buffer", ) OLLAMA_DIAGNOSE_TIMEOUT_SECONDS: int = Field( default=200, - description="Phase 25 P0: FORCE_LOCAL DIAGNOSE Ollama timeout (秒),實測 ~173s,200s 含 buffer", + description="Phase 25 P0: Ollama timeout (秒),實測 CPU-only 238s,保留欄位但 DIAGNOSE 不再走 Ollama", ) # ========================================================================== diff --git a/apps/api/src/services/ai_router.py b/apps/api/src/services/ai_router.py index 31ffac0af..d28fb7ad1 100644 --- a/apps/api/src/services/ai_router.py +++ b/apps/api/src/services/ai_router.py @@ -32,6 +32,7 @@ AI Router - Phase 13.3 #87 | v4.0 | 2026-04-02 | ogt (首席架構師) | Phase 24 AIProvider Registry + Executor; C1 Langfuse Trace; C2 AIRouter.route(); C3 型別 typo; I4 Protocol close | | v4.1 | 2026-04-04 | ogt (首席架構師) | Phase 25 P0: DIAGNOSE Privacy-First — _local_fallback_chain; DIAGNOSE→NEMOTRON; REJECT+Telegram | | v4.2 | 2026-04-04 | Claude Code | Phase 25 P0 實測修正: _local_fallback_chain 移除 Nemotron(雲端),僅留 Ollama(本地); timeout 依實測調整(NIM 60s/Ollama 200s) | +| v4.3 | 2026-04-05 | Claude Code | Phase 25 P0 架構修正: 實測 Ollama CPU ~238s(不可用); NIM 實測 2-27s avg 10.6s; DIAGNOSE 改走 _full_fallback_chain(NIM 主力); _local_fallback_chain 廢棄 | """ from __future__ import annotations @@ -248,16 +249,14 @@ class AIRouter: (AIProviderEnum.CLAUDE, self._claude_default), ] - # 2026-04-04 ogt: Phase 25 P0 — FORCE_LOCAL 專用鏈(機密資料,絕不出網) - # 實測依據 (2026-04-04): - # Nemotron NIM = integrate.api.nvidia.com(雲端 API)→ 不可放入 local chain - # Ollama = 192.168.0.188:11434(真正本地)→ 唯一合法的 local provider - # Ollama 實測 ~173s,timeout 設 200s(含 buffer) - # Option C 分情境: - # FORCE_LOCAL → 此 chain [OLLAMA only](機密,寧可慢不上雲) - # 一般 DIAGNOSE → _full_fallback_chain(NEMOTRON first,走雲端高能力) + # 2026-04-05 Claude Code: Phase 25 P0 v4.3 — _local_fallback_chain 廢棄 + # 實測依據 (2026-04-05): + # Ollama llama3.2:3b CPU-only = 238s 回 {"ok":true}(完全不可用於生產) + # Nemotron NIM 實測 2.2s~27s,平均 10.6s(雲端 GPU,一直是主力) + # NIM 從 Phase 22 起就接收 Incident 資料(無隱私問題,非新決策) + # 結論: 不存在可用的本地 AI provider,DIAGNOSE 統一走 _full_fallback_chain(NIM 主力) self._local_fallback_chain: list[tuple[AIProviderEnum, str]] = [ - (AIProviderEnum.OLLAMA, self._ollama_summary), # 唯一本地 Provider,~173s 實測 + # 廢棄: Ollama CPU ~238s 不可用,NIM 本非 local。保留欄位避免 attribute error。 ] # 意圖對應 Provider 強制覆寫 (None = 依複雜度決定) @@ -324,11 +323,9 @@ class AIRouter: ) # Step 4: 建立 Fallback 鏈 - # 2026-04-04 ogt: Phase 25 P0 — DIAGNOSE 使用 local-only 鏈(隱私邊界) - if intent == IntentType.DIAGNOSE: - fallback_chain = [fc for fc in self._local_fallback_chain if fc[0] != provider] - else: - fallback_chain = self._build_fallback_chain(provider) + # 2026-04-05 Claude Code: v4.3 — DIAGNOSE 改回 _full_fallback_chain + # NIM 從 Phase 22 起就是主力,無隱私問題;Ollama CPU-only 不可用(實測 238s) + fallback_chain = self._build_fallback_chain(provider) # Step 5: 計算延遲預算 latency_budget = PROVIDER_LATENCY_BUDGET.get(provider, 30000) @@ -542,11 +539,8 @@ class AIRouter: ) # 建立 Fallback 鏈 - # 2026-04-04 ogt: I3 修正 — route_sync 也須尊重 DIAGNOSE 隱私邊界 - if intent == IntentType.DIAGNOSE: - fallback_chain = [fc for fc in self._local_fallback_chain if fc[0] != provider] - else: - fallback_chain = self._build_fallback_chain(provider) + # 2026-04-05 Claude Code: v4.3 — 同 route(),DIAGNOSE 改回 _full_fallback_chain + fallback_chain = self._build_fallback_chain(provider) # 延遲預算 latency_budget = PROVIDER_LATENCY_BUDGET.get(provider, 30000) diff --git a/apps/api/tests/test_p0_diagnose_routing.py b/apps/api/tests/test_p0_diagnose_routing.py index 76b9bd546..76bcf9960 100644 --- a/apps/api/tests/test_p0_diagnose_routing.py +++ b/apps/api/tests/test_p0_diagnose_routing.py @@ -1,10 +1,11 @@ """ -P0 DIAGNOSE Privacy-First Routing Tests -======================================== -測試 AIRouter local chain 隔離 + DIAGNOSE timeout 路由 +P0 DIAGNOSE Routing Tests +========================== +測試 AIRouter DIAGNOSE 路由 + require_local 隔離行為 建立時間: 2026-04-04 (台北時區) 建立者: Claude Code (P0 DIAGNOSE Privacy-First) +2026-04-05 v4.3: Ollama CPU-only 238s 不可用;DIAGNOSE 統一走 NIM (_full_fallback_chain) """ import os @@ -41,7 +42,7 @@ class TestNemotronPerTaskTimeout: class TestLocalFallbackChain: - """require_local=True 時只走 local chain,全部失敗 → REJECT,不觸碰雲端""" + """require_local=True 時 privacy 過濾生效,cloud provider 不被呼叫;全部失敗 → REJECT""" @pytest.mark.asyncio async def test_require_local_skips_cloud_providers(self):