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Vertical AI Agents: The Next $300 Billion Disruption in Tech

Vertical AI Agents: The Next $300 Billion Disruption in Tech

Imagine a world where entire business functions are managed by AI agents — no human intervention required. Sounds like science fiction? It’s closer than you think. Over the past two decades, we’

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AI Agents, Agentic AI, and Autonomous AI: Are They the Same?

AI Agents, Agentic AI, and Autonomous AI: Are They the Same?

A few weeks ago, I published an article titled [“AI Agents vs Agentic AI: What’s the Difference and Why Does It Matter?”](https://readmedium.com/ai-agents-vs-agentic-ai-whats-the-difference-

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Demystifying Generative AI Agents

Demystifying Generative AI Agents

From single interactions to complex multi-agent systemsOverview Lost in the hype around Generative AI agents? You’re not alone. This post cuts through the noise, providing a clear defin

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LangGraph : Tool calling Agents

LangGraph : Tool calling Agents

This article assumes reader have basic overview of LangGraph / Multi Agentic designs. With this in place, lets try to understand fundaments of implementing Tool calling Agents. Folks who are in

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Why AI Agents are Good Software

Why AI Agents are Good Software

Why (well designed) Agentic Systems Work as Well as they do A month or so ago, [I did the following article on how Agentic AI could enforce better software design principles for AI systems.]

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Agentic Orchestration in Modular AI: Designing Systems That Evolve

Agentic Orchestration in Modular AI: Designing Systems That Evolve

While headlines spotlight ever-larger language models and computational breakthroughs, a quieter evolution is shaping how we architect AI systems. This shift isn’t about size — it’s about sympho

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Create AI Agent CRUD Application with PydanticAI: Step by Step

Create AI Agent CRUD Application with PydanticAI: Step by Step

It’s good to be back on Skolo Online! In our first tutorial of 2025 we will take a deep dive into PydanticAI. In this article we will cover the following:How to get started with Pydantic AI

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AI Agents Simplified: How AI Agents Answer Questions Using Domain Knowledge

AI Agents Simplified: How AI Agents Answer Questions Using Domain Knowledge

Demystify how enterprise AI agents are tailored to answer client questions using domain knowledge and strictly confine answers to domain knowledge. Background Have you ever wondered w

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Building Autonomous Multi-Tool Agents with Gemini 2.0 and LangGraph

Building Autonomous Multi-Tool Agents with Gemini 2.0 and LangGraph

A practical tutorial with full code examples for building and running multi-tool agents LLMs are remarkable — they can memorize vast amounts of information, answer general knowledge quest

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Building a Multi-Agent Supply Chain Simulation with SmolAgents Library from Hugging Face

Building a Multi-Agent Supply Chain Simulation with SmolAgents Library from Hugging Face

“smolagents — a smol library to build great agents” Supply chain management is a complex domain where multiple entities need to coordi

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The Top 12 Agent-based Workflow Tools

The Top 12 Agent-based Workflow Tools

Discover how to choose the right tools for automating workflows Disclosure: I use GPT search to collection facts. The entire article is drafted by me. Thank you for being a part of this jo

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Towards Intelligent Autonomous Research Agents Using Pydantic AI

Towards Intelligent Autonomous Research Agents Using Pydantic AI

In an era where the pace of technological advancement demands constant learning and adaptability, having an intelligent assistant to shoulder the burden of research is not just a luxury — it’s b

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Building an Agentic AI System for Healthcare Support: A Journey into Practical AI Implementation…

Building an Agentic AI System for Healthcare Support: A Journey into Practical AI Implementation…

At Doctolib, our mission goes beyond building the healthcare we all dream of — we’re transforming how health professionals and patients interact with technology. Two ambitious objectives drive us:

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A Blog about a Crew AI Crew that writes about a Crew AI Crew writing a Blog | by Ryan A Ellis | Medium

A Blog about a Crew AI Crew that writes about a Crew AI Crew writing a Blog | by Ryan A Ellis | Medium

Introduction The purpose of this blog post is to briefly demonstrate what I built with the crewAI framework and the components used that make it work. I wanted to test my knowledge of what

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Mastering CrewAI: A Comprehensive Guide to Automating Content Creation and Marketing Workflows with Multi-Agent Systems | by Kshitij Kutumbe | Medium

Mastering CrewAI: A Comprehensive Guide to Automating Content Creation and Marketing Workflows with Multi-Agent Systems | by Kshitij Kutumbe | Medium

CrewAI is an advanced framework designed to orchestrate autonomous agents in a cohesive and efficient manner. By leveraging role-based agents, tasks, and tools, CrewAI allows developers to auto

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What Are AI Agents? Your Step-by-Step Guide to Build Your Own.

What Are AI Agents? Your Step-by-Step Guide to Build Your Own.

The next big thing? Gartner believes AI agents are the future. OpenAI, Nvidia and Microsoft are betting on it — as are companies such as Salesforce, which have so far been rather inconspicuous

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2025’s Most Profitable Investment Trend? AI Agents

2025’s Most Profitable Investment Trend? AI Agents

Top AI Agents to Watch Before They Go Parabolic in 2025 Every now and then, a technological breakthrough changes the rules of the game. Right now, that breakthrough is AI agents. These a

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2025 Enterprise Data & AI Trends: Agents, Platforms, and Moonshots

2025 Enterprise Data & AI Trends: Agents, Platforms, and Moonshots

*Making predictions, especially in a rapidly evolving field like data and AI, is notoriously difficult. Nevertheless, we, Rajesh Parikh and [Sanjeev M

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Building a Multi-agent Internet Research Assistant

Building a Multi-agent Internet Research Assistant

…with OpenAI Swarm & Llama 3.2 (100% local).Let’s build a multi-agent internet research assistant using OpenAI Swarm & Llama 3.2 (100% local): Hands-on tutorial to build a multi-age

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Hands-on demo with building Agentic RAG (Retrieval-Augmented Generation) pipeline

Hands-on demo with building Agentic RAG (Retrieval-Augmented Generation) pipeline

Illustration to see how autonomous agents can be involved in the RAG system to retrieve the most relevant piece of information What is Agentic RAG? So, we all know what Retrieval Augmented G

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How to Build a Proactive Agent with Real-Time Event Processing

How to Build a Proactive Agent with Real-Time Event Processing

Discover how combining streaming databases and LLMs can create agents that act before you even ask. Q&A agents powered by large language models (LLMs), like ChatGPT, have already become a

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How to build Agentic RAG using CrewAI and Langchain

How to build Agentic RAG using CrewAI and Langchain

In the rapidly evolving landscape of AI, the ability to provide accurate, context-aware responses to user queries is a game-changer. Retrieval-Augmented Generation (RAG) has emerged as a powerf

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My 5 AI Predictions for 2025

My 5 AI Predictions for 2025

And a few non-predictions Predicting (correctly) the future is challenging. Ask about it — to bring a widely known pop culture icon — Hanna and Barbera, the creators of the Jetsons, who imagi

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Top AI and Tech Trends to Watch in 2025

Top AI and Tech Trends to Watch in 2025

Welcome to 2025, a year that promises to redefine how we think about technology. Artificial intelligence (AI) has moved from a trendy topic to an invisible force driving everything from personal

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5 Levels Of AI Agents (Updated)

5 Levels Of AI Agents (Updated)

𝗔𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 are AI systems capable of performing a series of complex tasks independently to achieve a goal. *The phrases AI Agents, Autonomous Agents, Agentic Ap

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AutoGen: An Agentic Open-Source Framework for Intelligent Automation

AutoGen: An Agentic Open-Source Framework for Intelligent Automation

AutoGen is an open-source framework from Microsoft for building agents that can collaborate through converstaional patterns to accomplish tasks. AutoGen streamlines AI development and research, e

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Building Multi-Agent LLM Systems with crewAI: A Step-by-Step Guide

Building Multi-Agent LLM Systems with crewAI: A Step-by-Step Guide

Introduction To Multi-AgentMulti AI Agent Systems with crewAI are transforming the way we approach complex decision-making. By integrating multiple artificial intelligence agents, the

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Build Smarter AI Agents with Long-Term, Persistent Memory and Atomic Agents

Build Smarter AI Agents with Long-Term, Persistent Memory and Atomic Agents

One of the most useful features in any AI assistant is undoubtedly the ability to have a persistent long-term memory. Whether the goal is to learn more about the user, adjust the AI’s b

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How Can AI Agents Help Streamline Workflow Automation?

How Can AI Agents Help Streamline Workflow Automation?

In the fast-paced business environment of today, organizations must operate efficiently to stay competitive. One key to achieving this efficiency is automation. However, automation has evolved

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What are AI Agents: From Virtual Assistants to Intelligent Decision-Makers

What are AI Agents: From Virtual Assistants to Intelligent Decision-Makers

A Ground-Up Guide to Understanding AI Agents The recent shift from LLM-powered chatbots to what the field now defines as agentic systems or agentic AI can be summarized with a good old s

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Agentic AI: Building Autonomous Systems from Scratch

Agentic AI: Building Autonomous Systems from Scratch

A Step-by-Step Guide to Creating Multi-Agent Frameworks in the Age of Generative AI This post was co-authored with Rafael Guedes. Introduction The rise of generative AI is the ne

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Mastering CrewAI: Chapter 1 — Your First Intelligent Workflow

Mastering CrewAI: Chapter 1 — Your First Intelligent Workflow

The Basics of Agents and Tasks CrewAI is a platform that allows us to create and manage teams of AI agents. It offers both enterprise and open-source solutions. In this blog post, we will

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CrewAI: Your Personal Army of AI Agents, Collaborating for You

CrewAI: Your Personal Army of AI Agents, Collaborating for You

What the CrewAI framework is ? The power of AI collaboration has too much to offer. CrewAI is designed to enable AI agents to assume roles, share goals, and operate in a cohesive unit — muc

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LLM Agents: Introduction to CrewAI

LLM Agents: Introduction to CrewAI

Agent frameworks powered by LLMs promise to catapult autonomous task solving to unprecedented levels. Instead of rigid programming, LLMs reflect tasks, utilize tools, and check each other’s outp

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AI Workflow Automation with CrewAI Flows

AI Workflow Automation with CrewAI Flows

CrewAI CrewAI is cutting-edge Python framework for orchestrating role-playing, autonomous AI agents.By building “crews” of specialized agents, we can automate tasks, generate creative tex

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How To Think In Terms of Tasks & Flows With CrewAI

How To Think In Terms of Tasks & Flows With CrewAI

What you need to know for automating with Agents, Tasks and Tools in CrewAI Tech Research: We have some tasks that we do routinely on our machines. I am avid learner of new technology.

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Choosing the Right AI Agent Framework: LangGraph vs CrewAI vs OpenAI Swarm

Choosing the Right AI Agent Framework: LangGraph vs CrewAI vs OpenAI Swarm

In-depth comparison of agent orchestration with the same Agentic Finance App built using 3 different frameworks. What We Will CoverWhat are agents? A deeper look at how we define a

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Optimizing Workflow Efficiency with LangGraph and Agents: Key Features, Use Cases, and Integration…

Optimizing Workflow Efficiency with LangGraph and Agents: Key Features, Use Cases, and Integration…

In the context of Generative AI and large language models (LLMs), agents and LangGraph are tools and frameworks that enhance the functionality of LLMs by allowing them to perform tasks,

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Are You Ready for the Future of AI? OpenAI’s Swarm Could Change Everything

Are You Ready for the Future of AI? OpenAI’s Swarm Could Change Everything

Learn how to configure and personalize OpenAI’s Swarm framework to create powerful, collaborative multi-agent systems that meet your unique needs and drive smarter automation Imagine a wo

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Mastering AI Agents: A Hands-On Guide to CrewAI and Google Search API

Mastering AI Agents: A Hands-On Guide to CrewAI and Google Search API

You know how everyone’s talking about AI agents these days? They’re popping up in industries left and right, promising to transform how things get done. But honestly, trying to wrap your head ar

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Building the Future: Develop Your Own Voice Assistant with LangGraph

Building the Future: Develop Your Own Voice Assistant with LangGraph

Today, voice assistants have evolved into fundamental components in intelligent systems that require advanced natural language processing. This article provides a technical guide to developing a v

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Design Considerations of Advanced Agentic AI for Real world Applications

Design Considerations of Advanced Agentic AI for Real world Applications

F𝚛𝚘𝚖 𝙲𝚕𝚊𝚜𝚜 𝚋𝚊𝚜𝚎𝚍 𝙰𝚐𝚎𝚗𝚝𝚜 𝚝𝚘 𝚕𝚊𝚗g𝚌𝚑𝚊𝚒𝚗 𝙰𝚐𝚎𝚗𝚝s As Artificial Intelligence (AI) systems evolve, the concept of Agentic AI — where AI systems are composed of

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How to Create an Interactive Web UI for CrewAI Applications (New Version Updated)

How to Create an Interactive Web UI for CrewAI Applications (New Version Updated)

A Quick Update for the Implementation of CrewAI + Panel UI Early this year, I wrote a tutorial about creating an interactive web UI for CrewAI applications, and in that tutorial, I implem

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LangGraph Studio: Your first agent IDE

LangGraph Studio: Your first agent IDE

LangGraph Studio is a pioneer agentic integrated development environment for the generation and control of agentic AI applicat

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Mastering LangGraph: The Ultimate Guide to AI Systems, RAG, Agents, and Tools

Are you looking to dive deep into LangGraph, the latest buzzword in AI technology? Whether you’re a developer, student, or tech enthusiast, understanding LangGraph and its associated concepts like

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Which AI Agent framework should i use? (CrewAI, Langgraph, Majestic-one and pure code)

Which AI Agent framework should i use? (CrewAI, Langgraph, Majestic-one and pure code)

With the advancement of large language models, it is now possible for artificial intelligence models to reason through a problem. At the start, we believed that the models would not be able to acc

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AI Research Agents: Set to Transform Knowledge Research in 2025 (Plus Top 3 Free Tools)

AI Research Agents: Set to Transform Knowledge Research in 2025 (Plus Top 3 Free Tools)

Here’s the deal: Something massive is about to shake up the world of knowledge research. After spending months diving deep into AI research agents and seeing them in action across various industr

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The Future of ChatGPT Explained: Everything Will Change in the Next 5 Years

The Future of ChatGPT Explained: Everything Will Change in the Next 5 Years

This Could Take Artificial Intelligence Really, Really Far… OpenAI has laid out a clear vision for the evolution of ChatGPT, recently unveiling a five-step roadmap to reach what they c

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Intelli-agent: Langchain, CrewAI and AutoGen Compared

Intelli-agent: Langchain, CrewAI and AutoGen Compared

1. Overview of AI Agent Frameworks In the dynamic landscape of artificial intelligence, choosing the right framework is a crucial decision for every data scientist and developer. The AI ag

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How Agentic RAG solves problem with current RAG limitations

How Agentic RAG solves problem with current RAG limitations

In this volume 4 of coffee break concept, we will understand how AgenticRAG helps solve limitations of traditional RAG. RAG Framework The RAG (Retrieval Augmented Generation) framework operates

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Choosing Between LLM Agent Frameworks

Choosing Between LLM Agent Frameworks

The tradeoffs between building bespoke code-based agents and the major agent frameworks. Agents are having a moment. With multiple new frameworks and fresh [investment](https://foundationcap

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