docs: add cookbook with practical SATE AI recipes (Issue #42) - #85
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assassinaj602 wants to merge 10 commits into
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docs: add cookbook with practical SATE AI recipes (Issue #42)#85assassinaj602 wants to merge 10 commits into
assassinaj602 wants to merge 10 commits into
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- Add docs/cookbook/ directory - Create index.md as landing page - Set up structure for recipe documentation - Part of #42
- Add comprehensive overview of SATE AI cookbook - Include recipe list with brief descriptions - Add navigation links between recipes - Explain prerequisites and setup - Part of #42
- Document testing Llama/Phi/Gemma models for conversational AI - Include code examples for MemoryPressure, MalformedInput, QuantizationDrift - Show expected graceful degradation under memory pressure - Add setup instructions and troubleshooting - Part of #42
- Document testing MobileNet/ResNet models for image classification - Include code examples for ThermalThrottle, Latency, ModelSwap - Show expected behavior during CPU throttling - Add performance benchmarks and visualization tips - Part of #42
- Document testing on-device speech recognition models - Include code examples for MalformedInput, Latency, ConfidenceThreshold - Show input validation and confidence handling - Add audio preprocessing tips - Part of #42
- Document using OnnxAdapter with real ONNX models - Include loading models from assets and running stress tests - Show all injectors working with ONNX models - Add ONNX-specific configuration tips - Part of #42
- Document using TFLiteAdapter with real TFLite models - Include loading from assets and stress testing - Show all injectors working with TFLite models - Add TFLite delegate configuration notes - Part of #42
- Add Cookbook section to main README - Include brief description and link to docs/cookbook/ - Highlight practical use cases covered - Improve documentation discoverability - Part of #42
- Add common setup guide for all recipes - Include reusable code snippets and utilities - Add sample model loading functions - Create examples directory with helper scripts - Part of #42
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Description
Adds a practical SATE AI cookbook with comprehensive recipes and integration guides for testing on-device AI models.
Related Issue
Closes #42
Changes
New Documentation & Recipes
docs/cookbook/index.md&docs/cookbook/README.mddocs/cookbook/recipe-1-chatbot-testing.md) - Llama/Phi/Gemma under KV-cache memory pressure & bad promptsdocs/cookbook/recipe-2-image-classifier-testing.md) - MobileNet/ResNet under thermal throttling & latency delaysdocs/cookbook/recipe-3-speech-to-text-testing.md) - Audio buffer framing & confidence thresholdsdocs/cookbook/recipe-4-onnx-runtime-testing.md) - Asset validation, dynamic shapes & OnnxAdapterdocs/cookbook/recipe-5-tflite-testing.md) - Quantization drift & GPU delegate fallbackdocs/cookbook/common-setup.md&docs/cookbook/examples/cookbook_helper.dartdocs/cookbook/integration-guide.md&docs/cookbook/SUMMARY.mdPR Checklist