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AI Agents: Revolutionizing Artificial Intelligence

· 19 Minutten Liesen

In this article, we will delve deep into the world of AI agents, exploring their foundations, their architecture, and the various building blocks that compose them. We will also look at how they can be integrated into different fields, the benefits they bring, and why these technologies are attracting growing interest in businesses and among the general public.

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Series of articles on AI
Here is the first article in a four-part series:

  1. LLMs: understanding what they are and how they work (current article).
  2. NLP: an exploration of natural language processing.
  3. AI Agents: a look at autonomous artificial intelligences.
  4. Comparison and positioning of AI Smarttalk: a summary and perspective.

Introduction

In recent years, artificial intelligence (AI) has gained increasing popularity, fueled notably by the democratization of powerful natural language processing (NLP) models and large language models (LLMs). Nowadays, these technologies go beyond mere text generation or auto-completion: they give rise to more complex, more autonomous systems capable of acting and interacting on behalf of the user. These systems—commonly referred to as AI agents—are designed to handle all sorts of tasks, from simply answering frequent questions to managing an entire complex process.

What is an LLM (large language model)?

· 13 Minutten Liesen
Info

Series of articles on AI
This is the first article in a series of four:

  1. LLMs: understanding what they are and how they work (this article).
  2. NLP: exploring Natural Language Processing.
  3. AI Agents: discovering autonomous artificial intelligences.
  4. Comparison and AI Smarttalk’s positioning: an overall synthesis and perspective.

Imagine a field of wildflowers stretching as far as the eye can see, where an oversized swarm of bees is busily buzzing around. They flutter, gather pollen from every bloom, and turn it into incredibly complex honey. That honey is language. And these bees are the LLMs (Large Language Models), those giant language models that work tirelessly to transform vast amounts of textual data into something structured, coherent, and sometimes even highly creative.