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Guido.Tech/ai_intelligence_layer/__pycache__/main.cpython-313.pyc

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reduce number of predictions
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AI Intelligence Layer - FastAPI Application
Port: 9000
Provides F1 race strategy generation and analysis using Gemini AI.
reduce number of predictions
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<EFBFBD>)<03>FastAPI<50> HTTPException<6F>status)<01>CORSMiddleware)<01>asynccontextmanagerN)<02>Dict<63>Any)<01> get_settings)<03>BrainstormRequest<73>EnrichedTelemetryWebhook<6F> RaceContext)<02>BrainstormResponse<73>HealthResponse)<01>StrategyGenerator)<01>TelemetryClient)<01>TelemetryBufferz4%(asctime)s - %(name)s - %(levelname)s - %(message)s)<02>level<65>format<61>telemetry_buffer<65>strategy_generator<6F>telemetry_client<6E>current_race_context<78>appc<00><># <00>[5n[RSUR35 [RSUR35 [RSUR
35 [ 5q[5q [5q [RS5 S7v<00> [RS5 g7f)z*Lifecycle manager for FastAPI application.z'Starting AI Intelligence Layer on port z Demo mode: zStrategy count: z%All services initialized successfullyNz#Shutting down AI Intelligence Layer) r
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reduce number of predictions
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<EFBFBD>K<EFBFBD>K<EFBFBD>7<>8<> <09> <0B>K<EFBFBD>K<EFBFBD>5<>6<>s<00>B?CzF1 AI Intelligence LayerzGAdvanced race strategy generation and analysis using HPC telemetry data<74>1.0.0)<04>title<6C> description<6F>versionr"<00>*T)<04> allow_origins<6E>allow_credentials<6C> allow_methods<64> allow_headersz /api/health)<01>response_modelc<00><00>`# <00>[5n[SSSURURS9$7f)zHealth check endpoint.<2E>healthyzAI Intelligence Layerr#)r<00>servicer&r<00>enrichment_service_url)r
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Webhook receiver for enriched telemetry data from HPC enrichment module.
This is called when enrichment service has NEXT_STAGE_CALLBACK_URL configured.
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z)Received enriched telemetry webhook: lap <20>received)r<00>lap<61> buffer_sizezError ingesting telemetry: zFailed to ingest telemetry: <20><02> status_code<64>detailN) rrr5r<00>add<64>size<7A> Exception<6F>errorrr<00>HTTP_500_INTERNAL_SERVER_ERROR<4F>str)r2<00>es r!<00>ingest_enriched_telemetryrAds<><00><00><00> 
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Generate 20 diverse race strategies based on enriched telemetry and race context.
This is Step 1 of the AI strategy process.
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zBrainstorming strategies for z Current lap: <20>/<2F>
)<01>limitzUsing z& telemetry records from webhook bufferz;No telemetry in buffer, fetching from enrichment service...NzvNo enriched telemetry available. Please provide data, ensure enrichment service is running, or configure webhook push.r7)<02>enriched_telemetry<72> race_contextz
Generated z strategieszError in brainstorm: T)<01>exc_infozStrategy generation failed: )rrrH<00> driver_state<74> driver_name<6D> race_info<66> current_lap<61>
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reduce number of predictions
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reduce number of predictions
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reduce number of predictions
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