How Gemini 3 and Open Source Are Shaping the Future of AI Agents AI agents have evolved far beyond simple chatbots, becoming intelligent systems that solve complex, real-world problems. At the forefront of this transformation is Google’s Gemini 3 Pro Preview, which... AI agents AI SDK Gemini 3 LangChain LlamaIndex n8n Open source Pydantic