AI Agents in 6 minutes

What are AI Agents in 6 minutes?

Now, if you have watched Netflix's The Umbrella Academy, I want you to Imagine Five, with his time-bending powers, trying to defeat the apocalypse alone. He might be able to jump ahead, see the chaos, but could he physically stop it? Probably not.

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But what about when he teams up with Luther's strength, Allison's rumors, Klaus's connection to the dead, Diego's knife skills, and Viktor's... well, everything? Individually they all fail, but it’s only when they come together and combine their individual abilities, that are they able to conquer just about anything.

That, my friends, is the core idea behind AI agents. You see, in the world of artificial intelligence, we have these incredible tools like Large Language Models or LLMs. They're like the individual members of the Umbrella Academy, each with their own specialty. However…

Chatbot versus Agent A single chatbot like ChatGPT or Gemini on its own might be amazing at crafting poems, another at summarizing your emails, and another at writing complex research essays that you claim to be your own. But what if you have a much more demanding task?

For example, if you told an AI that, "I need to plan a surprise party for my best friend next month,”. A normal stand alone chatbot would generate a generic to-do list response. An Agent however may: Analyze your friend's social media to gauge their interests Check local venue availability Create a guest list based on your contacts Draft invitation messages Suggest gift ideas based on recent online searches All of this without you explicitly having to spell out each step.

How do they work? But how does this happen? Let’s explore the key components of a typical AI agent such as Planning, Tools, Memory and Actions. Planning: Every superhero needs a plan. AI agents start with a goal and create a detailed plan, breaking it down into manageable tasks. They come up with the optimal approach for each task, minimizing the need for human intervention.

#chatgpt #agents #python ... https://www.youtube.com/watch?v=K0satATDXp4