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Autonomous systems

Building my own Proof of Concept agent using Autogen 0.4

Building my own Proof of Concept agent using Autogen 0.4

Autogen 0.4 — Create and Execute Python Code with Agents My Goal is to see if I can agent team doing some of my work and i can offload to agents. This is just experimental at this point. Lot

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Building Human-Facing Agentic Systems: The Psychology and Sociology of Super Intelligence

Building Human-Facing Agentic Systems: The Psychology and Sociology of Super Intelligence

Soundcloud Podcast Executive Summary“Power is in tearin

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How I Built Smarter AI Tools for Pharma: From Generative AI to Agentic AI

How I Built Smarter AI Tools for Pharma: From Generative AI to Agentic AI

When I first started developing AI tools for the pharmaceutical industry, my idea was simple: to tackle real, everyday challenges. I’ve spent years watching compliance teams drowning in paperwor

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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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Personalizing UX for Agentic AI

Personalizing UX for Agentic AI

Fine-tuning AI Agents based on User personas for Enterprise Use-cases 1. Introduction The discussion around ChatGPT (in general, Generative AI), has now evolved into Agentic AI. Whil

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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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Enterprise-Ready AI Agents in Java & Spring Boot: A Comprehensive Guide

Enterprise-Ready AI Agents in Java & Spring Boot: A Comprehensive Guide

The latest wave of AI agents — including Auto-GPT, BabyAGI, AgentGPT, Jarvis (HuggingGPT), and frameworks like LangChain — has shown tremendous potential for automation and decision-ma

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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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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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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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How Multi-Agent Systems Mirror Team Collaboration: AI Agents Explained

How Multi-Agent Systems Mirror Team Collaboration: AI Agents Explained

*Note: This article is for Product Managers, Product Designers, and Engineers who are building digital products, especially in the field of AI, and whose goal is to build a Multi-AI Agent System

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Beyond the Hype: 7 Dimensions of Agentic AI Value

Beyond the Hype: 7 Dimensions of Agentic AI Value

A Holistic Architecture for Driving Real-World Impact“Imagine an AI that senses its environment, crafts creative solutions, orchestrates multi-step workflows, and keeps learning — witho

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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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2025: The Year of Agentic AI — Building a Multi-Agent System with CrewAi and Gemini 1.5

2025: The Year of Agentic AI — Building a Multi-Agent System with CrewAi and Gemini 1.5

As many experts predict, 2025 is shaping up to be the year of agentic AI. This emerging field is poised to redefine how we interact with technology by introducing highly autonomous systems that

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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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OpenAI’s Swarm (Part 1): A Short Reference Implementation

OpenAI’s Swarm (Part 1): A Short Reference Implementation

A short code reference to build upon. Word Count: 1350 | Estimated Reading Time: 8 minutes Table of Contents[Introduction: The Challenge of Multi-Agent Systems](https://mark

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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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4 BEST AI Altcoins For 40x Crypto Gains in 2025

4 BEST AI Altcoins For 40x Crypto Gains in 2025

ARTIFICIAL INTTELLIGENCE 4 BEST AI Altcoins For 40x Crypto Gains in 2025 After AIXBT and CGPT my new list waiting for next run When it comes to massive potential within cryptocurre

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Enhancing AI Agents with Browser Use: Bridging the Gap Between AI and the Web 🌐🤖✨ | by Pankaj | Dec, 2024 | Medium

Enhancing AI Agents with Browser Use: Bridging the Gap Between AI and the Web 🌐🤖✨ | by Pankaj | Dec, 2024 | Medium

Empowering AI Agents to Navigate and Interact with Websites Seamlessly 🖥️🔗🤝In the rapidly evolving landscape of artificial intelligence, enabling AI agents to interact with the web as hu

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Building a Multi Agent based — “Auto Recursive” — Plan , Execute, Re-Plan Process

Building a Multi Agent based — “Auto Recursive” — Plan , Execute, Re-Plan Process

This blog has below 3 sections :The problem statement The solution approach Conclusions and ReferencesProblem Statement Plan, Execute & Re-Plan process is not new in the word of a

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The Ultimate Guide to AI Agent Frameworks: CrewAI vs LangGraph vs PhiData vs Relevance AI

The Ultimate Guide to AI Agent Frameworks: CrewAI vs LangGraph vs PhiData vs Relevance AI

The landscape of AI agent development is rapidly evolving, with several frameworks emerging to help developers and businesses build sophisticated AI solutions. In this comprehensive guide, we’ll

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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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Introduction to Agentic AI and Its Design Patterns

Introduction to Agentic AI and Its Design Patterns

Artificial Intelligence has come a long way from rule-based systems to sophisticated autonomous agents capable of making decisions and adapting to complex environments. A pivotal concept in thi

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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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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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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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Unlocking Complex AI Tasks: Multi-Step Agents with Gemini 2.0, LangGraph, and Grounded Responses

Unlocking Complex AI Tasks: Multi-Step Agents with Gemini 2.0, LangGraph, and Grounded Responses

How do you build AI that not only understands complex requests but also executes the necessary steps to fulfill them? This article explores a powerful solution: multi-step AI agents powered by

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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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From Knowledge to Action: Why Domain-Specific LLMs Need Agentic AI?

From Knowledge to Action: Why Domain-Specific LLMs Need Agentic AI?

In the ever-evolving landscape of artificial intelligence, two powerful forces are shaping the future: Domain-Specific Large Language Models (LLMs) and Agentic AI. While each brings re

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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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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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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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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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Building AI Agents to Automate Enterprise-Level Software Development: A Practical Perspective

Building AI Agents to Automate Enterprise-Level Software Development: A Practical Perspective

Randy Zhang and Shamin Aggarwal Agentic AI is a software application that is based on Large Language Models (LLMs) to automate tasks by simulating human-like reasoning and decision-making. It h

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Demystifying the Concept of Agentic AI Frameworks

Demystifying the Concept of Agentic AI Frameworks

It’s been a quite a whirlwind year in the generative AI space. As companies lie OpenAI, Google or Apple continued their battle of building more sophisticated large language models, we’re seeing

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Introducing Microsoft’s Magentic-One Agentic Framework

Introducing Microsoft’s Magentic-One Agentic Framework

A multi-agent system that can perform complex tasks Around a week ago, Microsoft released a new agentic system called Magentic-One “for solving complex tasks,” which seems to have gone

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Magentic-One: The Rise of Generalist Multi-Agent Systems for Complex Tasks

Magentic-One: The Rise of Generalist Multi-Agent Systems for Complex Tasks

In This Issue:What makes Magentic-One revolutionary? The Orchestrator’s role in task-solving Strengths and limitations of multi-agent systems *The implications for the fut

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How Magnetic-One is Redefining Multi-Agent AI Systems

How Magnetic-One is Redefining Multi-Agent AI Systems

If you’re like me, always curious about where AI is heading, you’ll know we’ve reached a point where single models aren’t enough for solving highly complex tasks. Enter Magnetic-One, Micros

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MLOps → LLMOps → AgentOps: Operationalizing the Future of AI Systems

MLOps → LLMOps → AgentOps: Operationalizing the Future of AI Systems

Introduction With rapid advancements in AI technology, organizations need scalable frameworks to handle the growing complexity of deploying machine learning models, large language models (LLM

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Claude 3.5’s Computer Use Feature: A Game-Changer for Industry Automation

Claude 3.5’s Computer Use Feature: A Game-Changer for Industry Automation

In the ever-evolving landscape of artificial intelligence, Anthropic’s Claude 3.5 has emerged as a formidable player, boasting a feature that’s turning heads across industries: the ability to use

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Multimodal AI for Conversational Human Motion

Multimodal AI for Conversational Human Motion

Written by Christian Safka and Keyu Chen In this exploration we’ll look at how multi

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The Best Conversational AI Virtual Health Care Assistant for Aging Adults

The Best Conversational AI Virtual Health Care Assistant for Aging Adults

Looking after our health becomes even more difficult as we grow older, and this is even worse for seniors who live alone. Although managing medications, doctors visits, and overall health becomes

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The Focus Is Shifting From AI Agents To AI Agent Tool Use

The Focus Is Shifting From AI Agents To AI Agent Tool Use

The focus regarding AI Agents is shifting from simply developing autonomous AI Agents to enhancing the tools available to them, which directly affects their power and flexibility. The function

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Building Autonomous Multi-Agent Systems with CrewAI

Building Autonomous Multi-Agent Systems with CrewAI

What‘s Multi-Agent Autonomous System and How to build one with CrewAI and LangChain? Motivation In fact, we are not unfamiliar with these concepts; we know them from movies. A person comm

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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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Introducing Atomic Agents 1.0: A Modular Framework for Building Agentic AI

Introducing Atomic Agents 1.0: A Modular Framework for Building Agentic AI

Imagine building AI applications as effortlessly as assembling LEGO blocks. That’s the idea behind Atomic Agents, a modular framework for construct

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Meet Ministral 3B and 8B: Edge AI Game-Changers

Meet Ministral 3B and 8B: Edge AI Game-Changers

Mistral AI’s New Frontier in Edge AI and On-Device Computing In the rapidly evolving landscape of AI, edge computing has become increasingly crucial for applications that demand low-latenc

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Mistral AI Releases Revolutionary Edge Models Ministral 3B and 8B: Superior Performance and Privacy

Mistral AI Releases Revolutionary Edge Models Ministral 3B and 8B: Superior Performance and Privacy

Recently, Mistral AI has launched two new edge models — Ministral 3B and Ministral 8B, which have garnered widespread attention in the tech community. These models not only excel in performance bu

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A practical guide for using AutoGen in software applications

A practical guide for using AutoGen in software applications

Update: While this article was written only 4 months ago, AutoGen has since changed quite a bit. I apologize for some things that may be outdated in my code examples. If you want to learn abo

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