The Rise of AI Agents

The Rise of AI Agents: Transforming Technology and Society

Introduction

Imagine a personal assistant that schedules meetings, answers emails, and even predicts your needs before you ask—this is the promise of AI agents. These intelligent systems are revolutionizing industries by autonomously per…

Tool Calling

What Is Tool Calling?

Tool calling is a capability that allows large language models (LLMs) like GPT-4 or Claude to interact with external tools, APIs, or systems to perform tasks beyond text generation. Instead of relying solely on their internal knowledge, LLMs equipped with tool calling…

Building a Retrieval-Augmented Generation (RAG) System with Scikit-Learn Vectorizers

While modern LLMs excel at text generation, they often lack access to specific or up-to-date information. Retrieval-Augmented Generation (RAG) solves this by combining document retrieval with text generation. In this tutorial, we'll implement a RAG system using Scikit-Learn's vectorizers …

Enhancing Language Models with RAG in Python

Large Language Models (LLMs) like GPT-4 and BART excel at generating human-like text but often struggle with factual accuracy or accessing up-to-date information not present in their training data. Retrieval-Augmented Generation (RAG) addresses this limitation by combining retrieval from …