Marc Baumann on LinkedIn: Newwhitepaper_Agents2 | 17 comments

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🚨JUST IN: Google releases white paper on AI agents

It covers the basics of llm agents and a quick Langchain implementation

TLDR

1. Agents are AI on steroids: They go beyond basic models by using tools, making plans, and taking actions—more like humans solving problems.

2. It’s all about the setup: To work, agents need three things: a smart model for decisions, tools to interact with the real world, and a system to manage how they plan and act.

3. Tools make all the difference: APIs, databases, and real-time data give agents superpowers to move beyond just answering questions—they can actually do things.

4. Building agents is getting easier: Platforms like LangChain and Vertex AI make it simple to create and deploy agents, even for complex tasks

5. There’s still work to do: Big challenges like making agents easy to use, interoperable, and privacy-friendly need solving before they truly take off.

Want to learn more about AI agents?

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