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Uses a CLI and developer UI to run flows, compare model outputs, and inspect execution traces for rapid iteration.
Distinct from Debugging and Testing: Distinct from Debugging and Testing: focuses specifically on debugging AI features with model output comparison and trace inspection.
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Genkit is an open-source framework for building AI-powered applications. It provides a unified interface for connecting to hundreds of generative AI models from multiple providers, enabling text, image, audio, and video generation through a single API. The framework structures multi-step AI interactions—including chat, retrieval-augmented generation, tool use, and agentic workflows—as composable, traceable flows with built-in streaming and state management. The framework distinguishes itself through a comprehensive developer toolkit that includes a command-line interface and a local developer
Provides a CLI and developer UI for running flows, comparing model outputs, and inspecting traces.