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The Rise of AI Agents: From Chatbots to Autonomous Workers

Yuval Avidani
•1 min read
The Rise of AI Agents: From Chatbots to Autonomous Workers

The Rise of AI Agents

The landscape of Artificial Intelligence is shifting rapidly. We are moving from the era of "Chatbots" - passive responders - to "Agents" - active doers.

What defines an Agent?

An agent isn't just an LLM. It's an LLM equipped with:

  1. Tools: The ability to access the web, run code, or query databases.
  2. Planning: The capacity to break down complex goals into steps.
  3. Memory: Remembering past interactions and state.

"The future of AI is not just about better models, but about better systems that use those models."

Key Frameworks

We are seeing a explosion of frameworks:

  • LangChain / LangGraph: The industry standard for orchestration.
  • AutoGPT: The open source pioneer.
  • Semantic Kernel: Microsoft's strong contender.

Building agents requires a shift in mindset. You are no longer writing a script; you are defining a probabilistic system's boundaries.