InfoQSergio De Simone2 min readrelease notesintermediate
Google Agent Development Kit for Kotlin Reaches Feature Parity with Python, Supports On-Device AI
Summary
Google's ADK for Kotlin 1.0 is a production-ready framework for building AI agents across Kotlin, Android, and JVM applications. It achieves feature parity with Python ADK, offering idiomatic Kotlin APIs for orchestration, tools, and memory, alongside new Android-specific on-device and hybrid AI capabilities.
- ADK for Kotlin 1.0 enables building AI agents without Python, using idiomatic Kotlin APIs for orchestration and tools.
- It supports on-device AI via LiteRT-LM and ML Kit, and hybrid AI by integrating with Firebase AI Logic.
- Compile-time tool schema generation with KSP improves type-safety and mobile startup performance by avoiding reflection.
- Human-in-the-loop workflows allow explicit confirmation for sensitive tool actions, enhancing safety for high-impact operations.
Kotlin and Android developers can now build production-ready AI agents with robust on-device and hybrid capabilities, leveraging their existing tech stack without relying on Python.
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