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10 Creative Ways to Use ChatGPT Search The Web Feature

For example, prompts and outputs Did you know you can use the “search the web” feature of ChatGPT for many tasks other than your basic web search? For those who don't know, ChatGPT’s new

📚 10 Must-Learn Skills to Stay Ahead in AI and Tech 🚀

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Technology , Generative AI , Data Science
16 Nov, 2024

In an industry as dynamic as AI and tech, staying ahead means constantly upgrading your skills. Whether you’re aiming to dive deep into AI model performance, master data analysis, or transform trad

10 Powerful Perplexity AI Prompts to Automate Your Marketing Tasks

In today’s fast-paced digital world, marketers are always looking for smarter ways to streamline their efforts. Imagine having a personal assistant who can create audience profiles, suggest mar

10+ Top ChatGPT Prompts for UI/UX Designers

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Technology , Design , Programming/Scripting
19 Jan, 2025

AI technologies, such as machine learning, natural language processing, and data analytics, are redefining traditional design methodologies. From automating repetitive tasks to enabling personal

100 AI Tools to Finish Months of Work in Minutes

The rapid advancements in artificial intelligence (AI) have transformed how businesses operate, allowing people to complete tasks that once took weeks or months in mere minutes. From content creat

17 Mindblowing GitHub Repositories You Never Knew Existed

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Programming , Technology/Web , Education
26 Dec, 2024

Github Hidden Gems!! Repositories To Bookmark Right Away Learning to code is relatively easy, but mastering the art of writing better code is much tougher. GitHub serves as a treasur

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

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Data Science , Artificial Intelligence , Technology
27 Dec, 2024

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

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

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Autonomous Systems , Programming , Generative AI
09 Jan, 2025

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

2025’s Most Profitable Investment Trend? AI Agents

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Technology , Finance , Autonomous Systems
03 Jan, 2025

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

4 BEST AI Altcoins For 40x Crypto Gains in 2025

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Finance , Technology , Autonomous Systems
30 Dec, 2024

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

5 AI Projects You Can Build This Weekend (with Node.js)

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Programming/Scripting , Natural Language Processing , Computer Vision
16 Nov, 2024

5 Exciting AI Projects to Build in a Weekend with Node.js (Perfect for Beginners) Are you interested in building AI projects but short on time? With just Node.js and a weekend, you can dive into

5 Levels Of AI Agents (Updated)

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Autonomous Systems , Machine Learning , Robotics
19 Dec, 2024

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

💸 $5/Minute Using AI: The Lazy Person’s Guide to Easy Money 💻

Effortless Income: How AI is Making Life Easier for the “Chill” Generation 🦥 Gone are the days when hard work was the only way to success. These days, lazy people (yes, you read that right)

The Top 50+ Generative AI Use Cases Across 10 Industries in 2024

As we look forward to 2024, generative AI (Gen AI) is increasingly recognized as a pivotal technology driving transformation across industries. This evolution marks a shift from traditional AI’s pr

6 AI Agents That Are So Good, They Feel Illegal

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Programming , Marketing , Technology/Web
14 Jan, 2025

AI agents are the future because they can replace all the manual work with automation with 100% accuracy and fast speed. They are even improving at complex tasks like **coding apps, marketing

6 Best AI Tools That Will Make You RICH In 2025

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Technology , Programming , Generative AI
09 Jan, 2025

→ IN AI & TECH 6 Best AI Tools That Will Make You RICH In 2025 It’s time to start your business using AI or curse yourself later! Like it or not, the robots are coming.

6 Steps to Make AI Write Your Python Code for You | by Nabil Alouani | Towards Data Science

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Programming , Programming/Scripting , Machine Learning
01 Jan, 2025

Use the INSPIRe framework to save time and gain a competitive edge (ChatGPT-4 — Claude 3 — Gemini) AI won’t replace you but someone who writes better prompts will. That’s what I tell my

6 Steps Using Claude’s Model Context Protocol (MCP) with External Tools

Enhance Claude Desktop’s Capabilities by Integrating GitHub and Brave Search via MCP The Model Context Protocol (MCP) is an ope

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

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Programming , Autonomous Systems , Generative AI
03 Jan, 2025

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

A Detailed Guide to AI Crypto Tokens | by Neptune Mutual | Neptune Mutual | Medium

Discover AI tokens with their functionalities, benefits, use cases, and some examples. Blockchain technology has undergone a remarkable evolution throughout the years. It has paved the way for inn

A Developer’s Roadmap to Getting Started with AI in 2025

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Programming , Machine Learning , Natural Language Processing
19 Jan, 2025

In my last article, I wrote about a learning path of AI for beginners, in an attempt to demystify its tools and applications for day-to-day tasks. This time, we’re taking a sharp left, so to

A Month with Cursor and Claude-Dev: My Thoughts

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Programming , Technology , Generative AI
04 Nov, 2024

I’ve been using two new tools recently- Cursor and Claude-Dev -both of which have been getting a fair bit of attention in the developer community. They’re each built to make coding faste

A multi-agentic way of implementing complex LLM applications using LangGraph framework

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Programming , Generative AI , Machine Learning
30 Nov, 2024

Add LangGraph to your repertoire of GenAI related skills. This one skill can straightaway enable you to create complex AI systems today. The pre-requisite of course is to have an understanding

A Multimodal AI Assistant: Combining Local and Cloud Models

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Natural Language Processing , Computer Vision , Generative AI
14 Jan, 2025

Use LangGraph, mlx and Florence2 to build an agent that answers complex image questions, with the option to run everything locally. *In this article we’ll use LangGraph in conjunction with

A new risings Red star: Qwen2.5 is here

Let’s test together the new born Alibaba Cloud’s generative AI Qwen2.5 with python and llama-cpp In silence, with not so many claims and anticipated announcements, Alibaba Cloud release on

A Practical Guide: Fine-Tuning Large Language Models with HuggingFace

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Programming , Machine Learning , Natural Language Processing
11 Jan, 2025

Co-authors: Srijith Rajamohan, Ahmed Salhin, Todd Cook, Josh Frazier Every new announcement of Large Language Models (LLMs) tends to push performance to new heights, often [surpassing the pr

A practical guide for using AutoGen in software applications

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Programming , Chatbots , Autonomous Systems
24 Oct, 2024

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

A Robot Artist Just Made More Money Than You Have in Your Entire Creative Career

We’ve reached the next level of AI creativity and commerce First, we prompted a computer screen to create art based on human creations. Now, it’s an actual robot doing the painting. That

A simple, step-by-step guide to building a production-ready Agentic AI ChatBot using Llamaindex and…

Introduction In this article we will be seeing how to build an end to end Agentic AI Chatbot using Llamaindex and Groq-Llama 3.3. During the course of this article you will learn about:

Agentic AI: Building Autonomous Systems from Scratch

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Autonomous Systems , Generative AI , Programming/Scripting
15 Dec, 2024

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

Agentic AI financial analysis with Autogen: what is better Bitcoin or Tesla?

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Finance , Programming , Machine Learning
14 Jan, 2025

Have you ever wondered which is a better investment — NVidia or Tesla? But what if you are too lazy to do the analysis yourself or don’t even know how to begin? A serious problem, I know. How a

Agentic Orchestration in Modular AI: Designing Systems That Evolve

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Programming , Machine Learning , Autonomous Systems
14 Jan, 2025

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

Agentic RAG Series: Exploring LangGraph for Advanced Workflows

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Programming , Machine Learning , Chatbots
27 Dec, 2024

Stuck behind a paywall? Read for Free! Introduction In the previous article, we introduced the concept of Agentic RAG, highlighting how it extends the traditional Retrieval-Augme

Agentic Reflection for Natural Language to SQL Generation

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Programming , Natural Language Processing , Data Science
26 Dec, 2024

Authors: Atul Varshneya, Toby Fotherby, Shweta Keshavanarayana Introduction Natural language to SQL (NL2SQL) conversion promises to democratize data access for non-technical users. Howeve

Agentic Workflow and Retrieval-Augmented Generation: A Real-Time Health Monitoring Guide

*Discover how this modular architecture revolutionizes real-time medical data analysis, enhancing the supervision of at-risk seniors. By integrating an Multi-agent-Systems (MAS) with Retriev

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

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Autonomous Systems , Ethics , Machine Learning
19 Jan, 2025

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-

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

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Programming , Machine Learning , Natural Language Processing
14 Jan, 2025

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

AI Crypto Trading Bot: Automate Your Trading Today | by Trade Aria | Dec, 2024 | Medium

AI-Powered Crypto Trading Automation The world of cryptocurrency trading is changing fast. [Artificial intelligence (AI)](https://tradearia.com/free-ai-crypto-trading-bot-automate-your-tra

AI for BI: Building a Business Information Report with CrewAI and OpenAI

How to create a simple BI report directly from CSV data Business Information applications help businesses use their data as a resource to make critical decisions and we are going to build

AI Image Generator and Story Generation App using FastAPI, Groq and Replicate

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Programming , Technology/Web , Generative AI
08 Nov, 2024

Project Introduction: AI Image Generator and Story Creator The AI Image Generator and Story Creator is a web application that leverages advanced AI technologies to provide users with an interac

AI In Code Reviewing

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Programming , Machine Learning , Data Science
06 Dec, 2024

We all know that a little context can completely change the answers to our AI models. And this is not only limited to AI even humans operate in a similar way. The same principle applies to coding.

AI is Helping Me Manage My Pre-Diabetes

Health | Blood Sugar | Diabetes How I’m Using Technology to Control Blood Sugar, Lose Weight, and Stay Healthy *Disclaimer:I am not a doctor, and no part of this article should be co

AI-Powered OCR with Phi-3-Vision-128K: The Future of Document Processing

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Natural Language Processing , Computer Vision , Data Science
08 Nov, 2024

In the fast-evolving world of artificial intelligence, multimodal models are setting new standards for integrating visual and textual data. One of the latest breakthroughs is the **Phi-3-Visi

AI-Powered Web Scraping in 2024: Build Million-Dollar Automation Tools in Python

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Programming , Technology/Web , Data Science
03 Jan, 2025

Master Next-Gen Web Scraping: From Zero to Hero with AI Integration, Anti-Detection Strategies, and Real-World Case Studies | Complete Guide with Code Examples 🚀 Introduction: The

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

AI to Code Like Engineers by 2025, Predicts Zuckerberg

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Programming , Natural Language Processing , Ethics
14 Jan, 2025

In an era where technology evolves at breakneck speed, Mark Zuckerberg, the visionary behind Meta, has made a bold prediction: by 2025, artificial intelligence will code like mid-level engineer

AI Workflow Automation with CrewAI Flows

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Programming , Machine Learning , Data Science
07 Dec, 2024

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

Alibaba Marco-o1 : Open-source alternative for OpenAI-o1

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Programming , Machine Learning , Natural Language Processing
30 Nov, 2024

LLM for Open-Ended problems OpenAI-o1 was a revolutionary release, enabling detailed reasoning by LLMs for complex tasks like maths or physics problem, not limiting GenAI to just generic

Alibaba QwQ: Better than OpenAI-o1 for reasoning?

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Programming , Machine Learning , Natural Language Processing
30 Nov, 2024

32b open-sourced model beats o1 mini and competes with o1-preview A few days back, Alibaba released Marco-o1, a 7b reasoning model. Now, they have released another, improved version cal

Alibaba’s Open-Source Qwen: How It’s Revolutionizing AI and How You Can Use It

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Programming , Machine Learning , Natural Language Processing
26 Oct, 2024

Alibaba has recently made waves in the AI world by open-sourcing its Qwen 2.5 models during the 2024 Apsara Conference. With over 100 models, Qwen spans multiple modalities including language, vi

Anthropic’s Claude AI Can Now Copy Your Writing Style

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Programming , Natural Language Processing , Generative AI
05 Dec, 2024

I’ve been working as an AI ambassador for various organizations for months, and if there’s one thing most users keep asking, it’s how to make AI chatbots write like them. Essentially, they want

Anthropic’s MCP: Set up Git MCP Agentic Tooling with Claude Desktop

In this detailed guide, I’ll walk you through setting up and using Model Context Protocol (MCP) Git integration with Claude Desktop. This tooling enables Claude to analyze and interact with your

Apple’s LLM Siri: A New Era in AI-Powered Conversations?

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Generative AI , Chatbots , Natural Language Processing
30 Nov, 2024

ARTIFICIAL INTELLIGENCE The world of artificial intelligence has been rapidly evolving in recent years, with generative AI (genAI) seemingly being added to everything. Apple’s Siri, once a

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

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Programming , Machine Learning , Chatbots
06 Dec, 2024

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

Artifacts: Top Mindblowing uses of Claude 3.5 Sonent

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Programming , Natural Language Processing , Generative AI
08 Nov, 2024

Anthropic recently launched its most advanced LLM, “Claude 3.5 Sonnet,” and it’s mindblowing. People on social media called this model the most advanced LLM currently available. This AI model out

AutoGen: An Agentic Open-Source Framework for Intelligent Automation

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Programming , Machine Learning , Chatbots
19 Dec, 2024

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

Automate Your Job Search: AI Applies to 1000 Positions Overnight & Get 100+ Interviews!

In today’s fast-paced and highly competitive job market, finding and securing your dream job can be both time-consuming and exhausting. The process often involves endless hours of scrolling th

Automating Comic Book Creation with CrewAI Agents: Creative Content Generation

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Generative AI , Creative Industries , Programming/Scripting
07 Dec, 2024

Introduction Once upon a time, creating a comic book was a laborious process, requiring writers, illustrators, and countless hours of effort. Today, artificial intelligence has emerged as a p

Automating CSV Analysis with CrewAI

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Programming , Data Science , Generative AI
19 Jan, 2025

In this blog, we explore how to automate the process of analyzing a CSV dataset using CrewAI. We’ll build a workflow that includes agents for dataset context inference, data cleaning, visualizat

Beyond Text2SQL: A New Frontier in Natural Language Database Queries

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Natural Language Processing , Data Science , Programming/Scripting
26 Dec, 2024

Introducing TAG, a Unified Model for Complex Question Answering Bridging the Gap Between AI and Databases The Promise and the Bottleneck Artificial intelligence (AI) is rapidly

Beyond the Hype: 7 Dimensions of Agentic AI Value

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Generative AI , Autonomous Systems , Data Science
11 Jan, 2025

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

Bolt DIY + Deepseek V3 + Gemini 2.0: The Free AI Coder

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Programming , Technology/Web , Generative AI
09 Jan, 2025

Hey, have you heard about Bolt DIY? It’s super cool, and I bet you’ll love it. Imagine having a smart AI helper right in your browser that can help you code full-stack apps. The best part? I

Bolt.new and Ollama: Revolutionizing AI-Powered Full-Stack Web Development

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Programming , Technology/Web , Data Science
16 Nov, 2024

In the rapidly evolving world of web development, efficiency and innovation are paramount. Developers, project managers, and designers alike are constantly seeking tools that streamline workflow

Break Into AI in 2025: Your Complete 6-Month Learning Path

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Programming , Machine Learning , Natural Language Processing
05 Jan, 2025

📊 LinkedIn | ✍️ Medium | 💻 GitHub |🤝 Fiverr As

Browser-use + LightRAG Agent That Can Scrape 99% websites with LLM!!

In this story, I have a quick tutorial showing how to create a powerful chatbot using Browser-use, LightRAG, and a local LLM to develop an AI agent capable of scraping any website you choose. O

Build a Customer Support Assistant with Llama3.1

Use LLM Agents and Amazon Bedrock to Solve Customer Queries with AI: A Guide to Building and Deploying a Support Assistant with Llama3.1 Introduction Problem Businesses often f

Build a Financial Report Analyzer in 5 Minutes: LlamaIndex + KPMG Case Study

In today’s fast-paced financial world, extracting meaningful insights from lengthy reports quickly and accurately is crucial. With the emergence of Generative AI, we now have powerful tools at

Build a Marketing Expert Chatbot using Python for Free!

Marketing Chatbot using Python and DSPY Build your marketing expert sidekick, specially tailored to answer all your marketing-specific queries using Python and DSPy.***Not a membe

Build a RAG-based scientific ChatBot with LangChain, Streamlit & PubMed — Part 4(Put it all…

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Chatbots , Natural Language Processing , Science
13 Nov, 2024

Hello and welcome to the last part of the series to build a scientific ChatBot with Langchain, Streamlit, and PubMed! In the previous part, we built the data persistence and RAG pipeline with v

Build a Real-time Screen Sharing Assistant with Gemini 2.0 Multimodal Live API

Gemini Development Tutorial V3 In the last tutorials of the Gemini 2.0 series, we established the core functionality of a self-hosted real-time voice and video chatbot and then added th

Build Production Ready AI Assistant Backend Service (in Python) — Part 1

— Learn the best practices for building production-ready applications. *Disclosure — *the contents in this article are my own, and represent no one but myself and not those of my current or pas

Build Production Ready AI Assistant Backend Service (in Python) — Part 2

— Build a multi agent RAG system using LangGraph + Secure your Application with Authorization Key Headers *Disclosure — *the contents in this article are my own, and represent no one but myself

Build Production Ready AI Assistant Backend Service (in Python) — Part 3

— Secure Your App with Authorization Key + Boost your Backend Throughput Service with Actual MongoDB Database and Semantic Caching Capability *Disclosure *— the contents in this article are my

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

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Programming , Machine Learning , Natural Language Processing
19 Dec, 2024

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

Build your own personalized Fitness RAG Agent using Python!

Build Your Talking Voice AI Assistant Locally: Memory-Retaining Chatbot with Streamlit UI…

Rifx.Online
Voice Assistants , Natural Language Processing , Programming/Scripting
16 Nov, 2024

Step-by-Step Guide to Developing Your Own Voice AI with Context Memory and Real-Time Chat, Powered by Llama3.1 & Llama3.2 Models The concept of a voice-based personal assistant has gro

Building a Code Analysis Assistant with Ollama: A Step-by-Step Guide to Local LLMs

Ever wanted your own AI-powered code reviewer that runs entirely on your local machine? In this two-part tutorial, we’ll build exactly that using [ClientAI](https://igorbenav.github.io/clienta

Building a Collaborative AI Agent Framework for Automated EDA using CrewAI

Introduction: A New Era of Data Exploration In today’s data-driven world, businesses are continuously seeking ways to extract actionable insights from vast datasets. Traditionally, this task

Building a Dynamic Multi-Agent Workflow: Harnessing AI Collaboration with LangChain & LangGraph

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Programming , Machine Learning , Chatbots
25 Nov, 2024

This article utilizes LangChain and LangGraph to create a simple, multi-agent system. The agents work together to fulfill a task. The first agent generates a sequence of random numbers, and

Building a Local AI-Powered News Aggregator with Ollama, Swarm, and DuckDuckGo

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Programming , Generative AI , Technology/Web
24 Oct, 2024

Building a Local AI-Powered News Aggregator with Ollama, Swarm, and DuckDuckGo In today’s fast-paced world, staying up-to-date with the latest news in specific fields can be challenging. What i

Building a Local AI Task Planner with ClientAI and Ollama

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Programming , Machine Learning , Data Science
19 Dec, 2024

In this tutorial, we’ll build an AI-powered task planner using ClientAI and Ollama. Our planner

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

Rifx.Online
Programming , Machine Learning , Autonomous Systems
03 Jan, 2025

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

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

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Programming , Autonomous Systems , Generative AI
27 Dec, 2024

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

Building a Multi-agent Internet Research Assistant

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Programming , Machine Learning , Chatbots
27 Dec, 2024

…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

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

Building a multi agent system using CrewAI

Rifx.Online
Programming , Machine Learning , Data Science
25 Nov, 2024

AI agents are transforming industries by independently analyzing data, making predictions, and recommending optimal actions. These intelligent programs are not only skilled at executing tasks on

Building a Personal AI Assistant using AutoGen — Part 1

Exploring AutoGen v0.4: Building an AI Assistant with Gmail and Google Calendar Integrations TL; DR In this post, I built the foundations of Aura, a personal AI assistant designed to

Building a Powerful Local AI Web Search Assistant with Llama 3.2:

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Programming , Natural Language Processing , Technology/Web
30 Nov, 2024

Combine Large Language Models with Real-Time Web Search for Up-to-Date Answers and Context-Aware Insights 👨🏾‍💻 GitHub ⭐️ | 👔 [LinkedIn](https://www

Building a Reliable Text Classification Pipeline with LLMs: A Step-by-Step Guide

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Natural Language Processing , Machine Learning , Generative AI
16 Nov, 2024

Overcoming common challenges in LLM-based text classification In this step-by-step tutorial, we’ll walk through how to use large language models (LLMs) to build a text classification pi

Building a Research Agent That Can Write to Google Docs (Part 1)

Rifx.Online
Programming , Natural Language Processing , Generative AI
19 Dec, 2024

A tool that might help with your homework ***This article is the first of a two part series where we use LangGraph and Tavily to build a simple research agent, which writes and refines sho

Building a Research Assistant That Can Write to Google Docs (Part 2)

Rifx.Online
Programming , Technology , Natural Language Processing
19 Dec, 2024

A tool that might help with your homework ***This article is the second of a two part series where we use LangGraph and Tavily to build a simple research agent, which writes and refines sh

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

Rifx.Online
Programming , Machine Learning , Autonomous Systems
30 Nov, 2024

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

OpenAI’s Swarm (Part 2): A straightforward, local-first approach with Ollama and Pydantic

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Programming , Natural Language Processing , Chatbots
03 Jan, 2025

A short code reference to build upon. TLDR: Combining the Ollama and Swarm frameworks presents a local-first approach to building intelligent AI agents. Ollama can run large language

Building AI-Powered Recommendation Systems in 2025!

This blog delves into the intricacies of deploying AI-driven personalization engines, focusing on how to leverage AI and machine learning techniques for real-time, highly targeted recommendati

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

Rifx.Online
Health , Artificial Intelligence , Customer Service
05 Jan, 2025

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:

Building an Agentic Financial Analyst with LangGraph and OpenAI

In the world of stock trading, investors rely on various tools and methods to make informed decisions. One such approach is fundamental analysis, which evaluates a company’s financial health

Building an On-Premise Document Intelligence Stack with Docling, Ollama, Phi-4 | ExtractThinker

In this new era of LLMs, banks and financial institutions are in a bit of a disadvantage, since frontier models are close to impossible to use on-premise give their hardware requirements. H

Building Autonomous Multi-Agent Systems with CrewAI

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Autonomous Systems , Programming , Data Science
14 Nov, 2024

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

Building Autonomous Multi-Tool Agents with Gemini 2.0 and LangGraph

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Autonomous Systems , Programming , Natural Language Processing
11 Jan, 2025

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

Building Enterprise AI Apps with Multi-Agent RAG!

Rifx.Online
Generative AI , Machine Learning , Data Science
12 Dec, 2024

Authors: Pavan Belagatti & Madhukar Kumar In the rapidly evolving landscape of AI, [multi-agent Retrieval-Augmen

Building Graph RAG for structured and unstructured data.

Rifx.Online
Programming , Natural Language Processing , Data Science
14 Jan, 2025

RAG architecture is, by far, the most adapted and sophisticated solution for missing contextualisation of LLM’s. With no overhead of fine tuning, to a huge extent problems concerning the usage o

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

Rifx.Online
Ethics , Natural Language Processing , Autonomous Systems
19 Jan, 2025

Soundcloud Podcast Executive Summary“Power is in tearin

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

Rifx.Online
Programming , Autonomous Systems , Technology/Web
19 Dec, 2024

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

🚀Building Multi-Agent LLM Systems with PydanticAI Framework: A Step-by-Step Guide To Create AI…

Rifx.Online
Programming , Generative AI , Data Science
05 Jan, 2025

Pydantic, a powerhouse in the Python ecosystem with over 285 million monthly downloads, has been a cornerstone of robust data validation in Python projects. Now, its creators are venturing i

🚀Building Multi-Agent LLM Systems with PydanticAI Framework: A Step-by-Step Guide To Create AI…

Rifx.Online
Programming , Generative AI , Data Science
14 Jan, 2025

Pydantic, a powerhouse in the Python ecosystem with over 285 million monthly downloads, has been a cornerstone of robust data validation in Python projects. Now, its creators are venturing i

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Programming , Machine Learning , Autonomous Systems
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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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Programming , Technology/Web , Machine Learning
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A Guide to Prototyping with Gemini-nano-in-Chrome Using the experimental prompt API on Chrome to build prototypes with AI features On-device / Edge AI On-device AI refers t

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A Comparison of LangChain and Vertex AI RAG Engine on Amazon Product Data using Vertex AI Search Google has always seemed behind in the AI race, but with the release of Gemini 2.0

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Programming , Machine Learning , Natural Language Processing
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❓Introduction — Naive vs Agentic RAG 🧠 Project overview 📊 Results 🔚 ConclusionIn this article, we present a practical project featuring a RAG Research Multi-Agent tool deve

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Programming , Technology , Machine Learning
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Table of Content · 1. Introduction ∘ Customer Support Agent ∘ Personal Finance Advisor ∘ Healthcare Assistant ∘ Learning Companion ∘ Project Management Assistant ∘ Creative Partner ∘ Smart

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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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Create an Intelligent Web Service that Answers Questions using the Power of Generative AI In this tutorial, we are going to integrate Spring Boot with Spring AI/Gen AI to build a w

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Step by step guide for implementing CrewAI Introduction🚀 The power of AI collaboration has too much to offer. CrewAI is designed to enable AI agents to assume roles, share goals,

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Technology , Generative AI , Machine Learning
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ByteDance recently introduced LatentSync, which is a new state-of-the-art and open-source model for video lip sync. It’s an end-to-end lip sync framewor

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Programming , Technology/Web , Machine Learning
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This is a 5-minute tutorial on how to add an MCP (Model Context Protocol) Server to your existing Oat++ application

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Artificial Intelligence , Ethics , Machine Learning
20 Jan, 2025

Imagine a computer that doesn’t just crunch numbers and follow instructions, but actually thinks things through, step-by-step, just like you do. That’s the exciting promise of “reasoning mod

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Health , Data Science , Machine Learning
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Interested in turning Doctor/Patient medical records and transcripts into Temporal Knowledge Graph that you can ask complex questions across multiple medical histories, time periods, and patients?

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Natural Language Processing , Chatbots , Programming/Scripting
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I Ran Tests — ChatGPT 4 vs Claude 3 Sonnet, Who Wins? The buzz is on there’s a new chatbot player in town, the Claude 3 Sonnet. It’s been described as being better than ChatGPT, but there h

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OpenAI released new models and a new subscription plan, which is unlimited! Recently, OpenAI posted the tweet below and said that new features will be added each day for the upcoming 12 da

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Chatbots , Technology/Web , Search Engines
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AI Showdown ChatGPT Search vs. Perplexity AI: Which Is Daily Go-To? Hej Ai friends and followers. Explore the differences between ChatGPT Search and Perplexity AI for smarter browsing an

ChatGPT Vision Turns A Picture Into 1000 Words

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Programming , Technology , Generative AI
20 Nov, 2024

Explore five revolutionary ways Cursor and Claude 3.5 are transforming coding and design, from automatic video editing to building crypto exchange interfaces at lightning speed. The Power

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Imagine asking a search engine for the best hidden spots in Paris and getting a quick, trustworthy answer faster than you can say “croissant”. — Welcome to the world of SearchGPT! 🥐 ‎‎ How w

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Programming , Technology , Machine Learning
29 Oct, 2024

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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Programming , Machine Learning , Data Science
07 Dec, 2024

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

Choosing the Right Gemini AI Model for You: From Flash to Pro

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Generative AI , Technology , Data Science
26 Dec, 2024

Originally published on Premier Cloud BlogGoogle has released multiple Gemini models that have revolutioni

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Programming , Machine Learning , Chatbots
13 Nov, 2024

In the relentless race of AI advancement, Anthropic has just dropped a new contender into the ring. Meet Claude 3.5 Haiku, the latest iteration of their fastest AI model. It’s like they’ve take

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Programming , Technology , Generative AI
27 Oct, 2024

Anthropic has unveiled its latest AI model, Claude 3.5 Sonnet, on October 22, 2024. This release introduces revolutionary computer control capabilities and substantial improvements across variou

Claude 3.5 Sonnet on Amazon Bedrock: A New Era for AI-Powered Knowledge Bases

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Technology , Machine Learning , Generative AI
20 Nov, 2024

In the ever-evolving landscape of artificial intelligence, staying ahead of the curve means embracing the latest innovations with both enthusiasm and strategic insight. One such innovation that

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Natural Language Processing , Machine Learning , Data Science
20 Nov, 2024

The technological area known as Artificial Intelligence is a relatively young field that has been progressing exceptionally fast, and among the newest examples of its development is known as [**

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Generative AI , Machine Learning , Natural Language Processing
27 Oct, 2024

In November 2022, OpenAI launched ChatGPT, a model that has revolutionized how we search and interact with information. Next year, in March, an American startup,” Anthropic,” founded by ex-OpenAI

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Programming , Machine Learning , Natural Language Processing
20 Nov, 2024

Anthropic’s latest release, Claude 3.5 Sonnet, enters a market where OpenAI’s GPT-4o has set a high benchmark, with [92% of Fortune 500](https://www.techbusinessnews.com.au/news/92-of-fortune-

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Programming , Technology , Autonomous Systems
20 Nov, 2024

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

Claude Conversing With Neo4j Via MCP

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Natural Language Processing , Programming , Technology/WebAPI
26 Dec, 2024

Give LLMs the Power of Knowledge Graphs With Anthropic’s Model Context Protocol Last week, Anthropic published a new [Model Context Protocol](https://www.anthropic.com/news/model-context-pro

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Programming , Generative AI , Data Science
07 Dec, 2024

A side-by-side comparison of Claude’s updated 3.5 Sonnet model When OpenAI released GPT-4o, I had high expectations… and was promptly let down. While GPT-4o was faster and less expensiv

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Programming , Technology/Web , Data Science
26 Dec, 2024

“Hey Cline, can you check why our tests are failing in CI?” Until now, AI coding assistants could only analyze code you shared manually. But with Cline’s latest Model Context Protocol (MCP) inte

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If you are looking for something that can replace AI coders like Cursor or Windsurf just because they are costly and require software to download. then in this article, let’s talk about somethi

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Programming , Technology , Generative AI
29 Nov, 2024

You know the struggle of balancing speed, efficiency, and innovation in your code. Codium’s latest release, Windsurf, has changed the game entirely. Dubbed as the

Comparative Study of LangGraph, Autogen, and Crewai for Building Multi-Agent Systems

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Programming , Technology , Machine Learning
13 Nov, 2024

As we venture into the realm of multi-agent systems (MAS), it’s essential to understand the diverse programming languages designed specifically for this purpose. In this article, we’ll delve into

Comparing AI Coding Platforms: Cursor, V0, Bolt.new, and Windsurf for Key Visual Generation System

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Programming , Generative AI , Technology/Web
29 Nov, 2024

With the rapid advancement of foundational models like VLMs (e.g., Minimax, Qwen-V) and cutting-edge image-generation technologies such as Flux 1.1, we’re entering a new era of creative poss

Comparing Leading Text-to-Image Generation Models for Adding Text to Images

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Generative AI , Natural Language Processing , Technology/Web
16 Nov, 2024

A comparison of nine leading image generation models’ ability to render accurate text (words and phrases) within an image. In this post, we will assess the capabilities of nine state-of-the-a

Complex SQL Joins with LangGraph and Waii

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Natural Language Processing , Programming , Data Science
25 Nov, 2024

In the rapidly evolving landscape of data analytics, the ability to interact with data through natural language is becoming increasingly valuable. Conversational analytics aims to make complex d

Comprehensive Guide to Crypto AI Trading Bots

Crypto AI trading bots are revolutionizing the way traders navigate the cryptocurrency market, offering unparalleled efficiency. In the ever-evolving world of cryptocurrency, staying ahea

Conversational AI for Customer Service: Best Practices and Key Steps for Success

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Natural Language Processing , Machine Learning , Chatbots
16 Nov, 2024

In today’s fast-paced business environment, customer service plays a crucial role in building and maintaining customer loyalty. As businesses strive to offer personalized and efficient support,

Conversational BI: Text2SQL Challenges & Solutions

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Natural Language Processing , Programming/Scripting , Data Science
26 Dec, 2024

The art of querying SQL Databases / Warehouses in Natural Language Introduction the future of BI is Conversational — this is what Gartner and other analysts have been telling us for th

Crawl4AI: Unleashing Efficient Web Scraping

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Programming , Technology/Web , Data Science
09 Jan, 2025

In today’s data-driven world, the ability to efficiently gather and process information is paramount for the success of artificial intelligence (AI) applications. As AI continues to evolve, the d

Crawl4AI: Your Ultimate Asynchronous Web Crawling Companion 🕷️🤖

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Programming , Technology/Web , Data Science
26 Dec, 2024

Crawl4AI is an open-source Python library designed to simplify web crawling and extract valuable information from web pages effortlessly. Whether you’re integrating it as a REST API or usin

Create AI Agent CRUD Application with PydanticAI: Step by Step

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Programming , Technology/Web , Natural Language Processing
14 Jan, 2025

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

Creating a Research Agent with AutoGen and Panel UI

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Programming , Machine Learning , Data Science
05 Jan, 2025

Stuck behind a paywall? Read for Free! 🎉 Happy New Year, everyone! Before diving in, a huge THANK YOU for all your support and feedback on our previous stories — it means the world! 🙌 No

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How to use the Meta API to build your own LLM-powered Whatsapp chatbot A game-changer in the field of AI and business management is the integration of AI agents with widely used communic

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Programming , Technology , Machine Learning
07 Dec, 2024

Introduction This article is the first in a series showing how to use CrewAI and Criteo APIs. We will see how to obtain credentials, use those credentials to get an Access Token and use the

CrewAI Sample Project — AI Technology Blogger

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Programming , Technology , Machine Learning
07 Dec, 2024

In this tutorial, an AI-based blog writer assistant is developed for content creators using the CrewAI platform. The project is structured to automatically provide and suggest both basic and ad

CrewAI Tutorial By Example: Automate YouTube Channel With AI Agents (Part 3/4)

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Programming , Technology/Web , Marketing/Seo
07 Dec, 2024

In the last article, we looked into the first few elements of the AI system we in

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

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Programming , Machine Learning , Autonomous Systems
07 Dec, 2024

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

CrewAI’s Task Tool vs. Agent Tool: The differences you MUST Know

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Programming , Machine Learning , Data Science
07 Dec, 2024

A tool in CrewAI is essentially a skill or function that an agent can utilize to perform various actions. Think of it as giving your AI agents a toolbox filled with specialized instruments. Th

Building a Custom AI Jira Agent

How I used Google Mesop, Django, LangChain Agents, CO-STAR & Chain-of-Thought (CoT) prompting combined with the Jira API to better automate Jira The inspiration for this project came f

Data Exploration with Agentic AI: Exploring the Titanic Dataset using SmolAgents

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Data Science , Machine Learning , Natural Language Processing
11 Jan, 2025

When I began my journey into machine learning a decade ago, like many of us, I started with the Titanic dataset. I vividly recall the thrill of performing my first exploratory data analysis (EDA

Deep Dive into LlamaIndex Workflow: Event-Driven LLM Architecture

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Programming , Technology/Web , Machine Learning
19 Dec, 2024

Progress and shortcomings after practice Recently, LlamaIndex introduced a new feature called Workflow in one of its versio

DeepSeek-R1-Lite-Preview: A New Era in AI Reasoning

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Machine Learning , Natural Language Processing , Data Science
20 Jan, 2025

Artificial Intelligence (AI) is no stranger to breaking barriers, but every once in a while, a new innovation comes along that makes us pause and take note. One such innovation is **DeepSeek-R1

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Natural Language Processing , Machine Learning , Ethics
29 Dec, 2024

DeepSeek V3, China’s bold AI model, challenges GPT-4 with 671B parameters, cost-efficient training, and innovation under U.S. sanctions.Ali Shaker- The Chinese startup DeepSeek has

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Natural Language Processing , Machine Learning , Data Science
27 Dec, 2024

Better than Claude 3.5 Sonnet, GPT-4o, Llama3.1 405B The year is about to end and just now, China’s DeepSeek has released its open-sourced model DeepSeek-v3, which has outperformed al

DeepSeek-VL2: Advancing Multimodal Understanding with Mixture-of-Experts Vision-Language Models

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Natural Language Processing , Computer Vision , Data Science
19 Dec, 2024

DeepSeek-VL2 represents a significant leap forward in the field of vision-language models, offering advanced capabilities for multimodal understanding. This innovative series of large Mixture-o

Demystifying Generative AI Agents

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Generative AI , Chatbots , Autonomous Systems
19 Jan, 2025

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

Demystifying the Concept of Agentic AI Frameworks

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Autonomous Systems , Machine Learning , Ethics
30 Nov, 2024

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

Design Considerations of Advanced Agentic AI for Real world Applications

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Programming , Machine Learning , Data Science
25 Nov, 2024

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

Build a Medical Chatbot Using Open Source Model: Transforming Healthcare Through AI

AI is transforming healthcare, and chatbots provide quick and reliable medical information. As I continued to gain more knowledge in generative AI, I wanted to build a medical chatbot that is co

Developer’s guide to getting started with Gemini 2.0 Flash on Vertex AI

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Technology , Programming , Generative AI
15 Dec, 2024

Gemini 2.0 has arrived, bringing next-level capabilities built for this new agentic era. Gemini 2.0 Fl

Dramatically Reduce Inference Costs with DeepSeek-V3: A New Era in Open-Source LLMs

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Programming , Machine Learning , Natural Language Processing
29 Dec, 2024

Introduction DeepSeek-V3 has emerged as the new heavy weight for open-source enthusiasts and enterprise users alike. Developed by a Chinese AI research company with a commitment to an

EASY Web Scraping with Google Gemini 2.0

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Programming/Scripting , Technology/Web , Data Science
26 Dec, 2024

Web scraping has never been simpler and all thanks to Google’s groundbreaking multimodal live API Gemini 2.0. With this tool, you can effortlessly extract data from any webpage, whether it’s

ElevenLabs Conversational AI: Build Smart, Scalable Voice Agents in Minutes

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Voice Assistants , Natural Language Processing , Technology/Web
06 Dec, 2024

Hello, creators! 🗣️ The way we interact with technology is changing, and conversational AI is at the forefront of this revolution. ElevenLabs has introduced a cut

Engineering the Future: Common Threads in Data, Software, and Artificial Intelligence

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Programming , Data Science , Technology/Web
26 Dec, 2024

How recognizing cross-discipline commonalities not only enhances recruitment strategies but also supports adaptable IT architectures. I’ve noticed an ongoing trend toward over-specializa

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

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Programming , Technology/Web , Autonomous Systems
30 Dec, 2024

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

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

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Programming , Technology , Autonomous Systems
19 Jan, 2025

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

Explore Swarm Multi-Agent Framework Locally

Swarm is an experimental sample framework to simulate lightweight multi-age

Exploring DeepSeek Artifacts: Revolutionizing Front-End Code Generation

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Programming , Technology/Web , Education
09 Jan, 2025

The AI landscape is buzzing with innovations, and among the standout tools is DeepSeek V3. Renowned for topping LLM leaderboards, this open-weight model has gained significant traction within

Exploring DeepSeek Version 3: A Technical Overview

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Programming , Machine Learning , Natural Language Processing
09 Jan, 2025

The launch of DeepSeek Version 3 has sparked considerable excitement within the AI community, thanks to its remarkable capabilities and cost-efficiency. As an advanced open-weight large language

Exploring generative AI suggestions for analogous data color schemes

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Generative AI , Color Vision , Data Science
05 Dec, 2024

Analogous color harmonies refer to at least three colors that are adjacent to each other on the color wheel. The color scheme can create pleasing color combinations but runs the risk of failing

Exploring GitHub Copilot Workspace: Early Insights into a Development Game-Changer

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Programming , Generative AI , Technology/Web
19 Jan, 2025

***(Disclaimer: This article was written before GitHub Copilot Workspace became mainstream. As of the time of publishing, Copilot Workspace is in technical preview and has been available for aro

Extract and Analyze Your Chrome History Using AI

Ever wondered what your browsing history says about you? Whether you’re curious about your online habits, want to reflect on your productivity, or need to journal your activities, analyzing your b

Extract any Document with Gemini 2.0 | Document Intelligence with ExtractThinker

In this article, we’ll explore how Google’s Gemini 2.0 models supercharge Intelligent Document Proce

Fine-Tuning a Llama-3 LLM and Deploying as a Serverless API on CloudFlare

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Programming , Machine Learning , Chatbots
05 Jan, 2025

(Or: how I launched my own Llama 3 chatbot at mywebsite.com) 2 years ago, I (like many data scientists) knew absolutely nothing about building websites. I was great at building ML models,

Fine-tuning LLaMA-3 for Text to SQL Generation with Modal: A Comprehensive Guide

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Programming , Machine Learning , Data Science
11 Jan, 2025

Fine-tuning large language models (LLMs) has traditionally been a complex endeavor, requiring significant infrastructure setup and management. However, with Modal’s cloud platform and Axolotl’s

Fine-tuning LLama 3 with Unsloth

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Programming , Machine Learning , Natural Language Processing
30 Oct, 2024

In this article I will show you how to fine-tune an LLM (Llama 3 from Meta) using Unsloth. I will also provide a way to use your own custom dataset. **Note

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

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Machine Learning , Autonomous Systems , Ethics
15 Dec, 2024

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

From LangChain to LangGraph: Making the Multi-Model DrugBot Personal and Teachable

Adding memory and learning ability to the human-in-the-loop chatbot Drug trials test new medications for safety, effectiveness, and efficacy in humans. These critical studies are essent

From Posts to Reports: Leveraging LLMs for Social Media Data Mining

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Programming , Data Science , Natural Language Processing
26 Dec, 2024

How to instruct LLMs to filter restaurant posts and extract critical insights for business growth. Application Overview We’re living in the golden age of automation, powered by the r

From Prescription to Voice: A Python Solution to Help Service Elderly and Visually Impaired…

Learn how to build a Fast API backend solution that combines OCR, Computer Vision and Google’s Text-To-Speech to read a prescription label Under normal circumstances, reading the label on yo

From Zero to Hero: Building an Intelligent Chatbot with LangGraph in No Time

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Chatbots , Programming , Machine Learning
25 Nov, 2024

In this comprehensive quick start guide, we’ll build a support chatbot using LangGraph that can:Answer common questions by searching the web *Maintain conversation state across calls

New Gemini 1.5 FLASH Model: An Absolute Google Game Changer

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Programming , Machine Learning , Generative AI
08 Nov, 2024

Their new Gemini 1.5 Flash model blows GPT-4o out of the water and the capabilities are hard to believe. Lightning fast. 33 times cheaper than GPT-4o but has a 700% greater context — **1 m

Gemini 2.0 Flash + Local Multimodal RAG + Context-aware Python Project: Easy AI/Chat for your Docs

In this video, I have a super quick tutorial showing you how to create a local Multimodal RAG, Gemini 2.0 Flash and Context-aware response to make a powerful agent chatbot for your business or

Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models

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Natural Language Processing , Machine Learning , Data Science
10 Nov, 2024

A Comparative Study of Small-Scale Language Models: Evaluating Gemma, Llama 3, and Mistral in Reading Comprehension Tasks Introduction Large Language Models (LLMs) have been evolving rapidl

GenAI Studio: Build, Manage & Analyze Generative AI Usecases for POC & Production

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Generative AI , Education , Technology/Web
26 Dec, 2024

Your Hub for Building and Managing Generative AI Solutions What Makes Gen AI Studio Exciting? Generative AI is reshaping how we think about problem-solving, creativity, and efficienc

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Programming , Computer Vision , Natural Language Processing
24 Oct, 2024

In today’s world, where visual data is abundant, the ability to extract meaningful information from images is becoming increasingly valuable. Langchain, a powerful framework for building applica

Generative AI in Market Research and Intelligence: Benefits, Use Cases, and Strategies

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Generative AI , Market Research , Data Science
16 Nov, 2024

Transforming Market Intelligence with AI Generative AI is changing the way businesses approach market research and intelligence by enabling faster and more in-depth analysis of data. Trad

Generative AI UX — Developing Innovative Use Cases for the Enterprise

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Generative AI , Programming , Technology/Web
12 Dec, 2024

PRACTICAL DESIGN INNOVATION A framework for designing innovative and appropriate enterprise Gen AI experiences. To create innovative Generative AI experiences that users will adopt a

Generative AI vs Social Media

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Generative AI , Social Media , Marketing
14 Jan, 2025

The unobvious way out One of the biggest scares in our new AI world is that we’ll lose the human factor. On social media it would remove the social aspect from it completely. I guess that

Get ChatGPT to Sound More Human: Essential Tips for Creating Natural, Engaging AI Conversations

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Chatbots , Natural Language Processing , Programming/Scripting
16 Nov, 2024

Have you ever found your AI assistant sounding a bit too… mechanical? ChatGPT, while impressively capable, sometimes leans on overly formal or generic language. But with a few adjustments, you c

GLM-4-Voice 9B — Real-time Multilingual Voice Conversation AI — Install Locally in Minutes

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Voice Assistants , Natural Language Processing , Chatbots
13 Nov, 2024

How to set up GLM-4-Voice 9B for seamless real-time voice interaction in English and Chinese, and explore its unique architecture, low-latency response, and customizable voice attributes.

Google Chrome just leveled up with Al!

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Technology/Web , Machine Learning , Natural Language Processing
11 Jan, 2025

It can now see and explain anything on your screen. Here are 11 powerful features you’ll wish you discovered earlier: 1. Google Lens in Chrome - Add words to your Google Lens s

Google Gemini: Are Big Context Windows the Killer Feature?

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Machine Learning , Natural Language Processing , Data Science
10 Nov, 2024

Goggle’s upcoming LLM makes a massive move Barely eight months ago, a leaked Google email revealed the company was struggling to outpace its AI rivals. Not only was there [no moat](https://www

Google Gemini-Exp-1206: The new Best LLM

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Generative AI , Natural Language Processing , Technology/Web
12 Dec, 2024

Beats GPT-4.0, OpenAI-o1, Claude3.5 Sonnet and Gemini 1.5 on LMArena Google Gemini, after a lacklustre debut in the GenAI space some months back, is picking up pace quite fast. It has

Google Releases Gemma — A Lightweight And Open Source Model

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Natural Language Processing , Programming , Chatbots
29 Oct, 2024

In just a week, the world has witnessed the most groundbreaking AI advancements from two tech giants. OpenAI introduced its jaw-dropping AI video generator, [Sora](https://readmedium.com/3d1638

Google Video Analyzer: Gemini 2.0 | by Samar Singh | Dec, 2024 | Medium

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Programming , Technology , Computer Vision
05 Jan, 2025

The advancements in AI tools are moving at breakneck speed, and Google AI Studio’s Video Analyzer is a testament to this innovation. If you’re curious about video analysis, this tool and its under

Goover — A New Search Engine Challenging Perplexity AI

In 2024, the search engine market experienced a major shakeup. Google Search, the biggest and most popular, faced a wave of criticism after launching its new AI-powered overview feature, which man

GPT-4o Python Charting Insanity: Prompting For Instant Data Visuals

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Programming , Data Science , Technology/Web
09 Jan, 2025

Hands-on no-code visuals from the UN population projection dataset The automatic data visualization generation tools for GPT-4o keep getting better and better. You can upload mul

GPT 4o- with Canvas: Let’s Build a Financial Streamlit App!

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Programming , Finance , Predictive Analytics
12 Dec, 2024

Create a financial app with GPT-4o with Canvas and Streamlit. ChatGPT has published more than one model this year, so there is a lot to discover and take advantage of. In this article, w

Hands-on : Build Agentic Workflow using LangGraph (Key Learnings from Langchain-academy) | Part-1

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Programming , Machine Learning , Chatbots
30 Nov, 2024

Introduction Langchain has recently introduced an impressive course focusing on LangGraph and its key features for developing robus

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

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Generative AI , Autonomous Systems , Technology/Web
26 Dec, 2024

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

How Agentic Hybrid Search Creates Smarter RAG Apps

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Programming , Machine Learning , Natural Language Processing
19 Jan, 2025

By Ryan Michael If you’re building a [retrieval-augmented generation (RAG)](https://www.datastax.com/guides/what-is-retrieval-augmented-ge

How Agentic RAG solves problem with current RAG limitations

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Generative AI , Data Science , Machine Learning
04 Nov, 2024

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

How Can AI Agents Help Streamline Workflow Automation?

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Technology , Data Science , Autonomous Systems
19 Dec, 2024

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

How Good is DeepSeek-R1-Lite Preview at Reasoning

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Machine Learning , Natural Language Processing , Data Science
20 Jan, 2025

DeepSeek-R1-Lite-Preview (R1LP) is a LRM (Large Reasoning Model) recently released by the Chinese company DeepSeek. According to the mode

How I Built a Customer Support Voicebot in No Time Using ElevenLabs, Make.com, and Twilio

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Voice Assistants , Programming/Scripting , Technology/Web
14 Jan, 2025

As a self-proclaimed code enthusiast, I usually stick to building projects the traditional way — writing lines of code that give me full control and flexibility. There’s a certain satisfaction

How I built an agent with Pydantic AI and Google Gemini

Gathering and synthesizing information quickly has become essential in today’s fast paced world. I built an AI agent to deliver strategic insights, leveraging a modern technology stack. This blo

How I Built an LLM App Based on Graph-RAG System with ChromaDB and Chainlit

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Programming , Machine Learning , Natural Language Processing
26 Dec, 2024

End-to-end app with GUI and storing new knowledge on vector database in just 3 scripts Large language models (LLMs) and knowledge graphs are valuable tools to work with natural language proce

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

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Generative AI , Autonomous Systems , Health
19 Jan, 2025

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

How I Designed and Built a Working Mobile App in 48 hrs using Figma’s New AI

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Programming , Technology , Generative AI
14 Jan, 2025

This week, I challenged myself to use Figma’s new AI features to do as much of my product design and development process as I could — from user research and analysis to generating my UI designs,

How I Extract Information from any Website in Seconds with AI

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Programming , Technology/Web , Data Science
27 Dec, 2024

Use Langchain, OpenAI, Bright Data, and NextJS to build an AI tool that scrapes, extracts, and analyzes data for free. “Useful” data is the backbone of informed decision-making and strate

How I Fix Prompts for Flawless AI Responses Every Time

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Natural Language Processing , Chatbots , Machine Learning
26 Dec, 2024

When ChatGPT first launched, prompt templates for nearly every industry and profession flooded the internet. You’ve probably come across posts like “The Best [N] ChatGPT Prompts for [Sector/Pr

How I Wrote a Whole Book with ChatGPT in Less Than 3 Hours!

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Chatbots , Machine Learning , Generative AI
10 Nov, 2024

Demystifying the AI Craze My name is Alex, and I’m just a dude working in financial technology (Fintech), a sector that inevitably makes you curious about everything, especially new trends.

How Jupyter Agent Blew My Mind. The AI Revolution You Didn’t See Coming.

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Programming , Data Science , Generative AI
03 Jan, 2025

Easily accessible, but hard to believe. Once you get your hands on it you will see what I am talking about! I assume we have all heard about AI Agents. It is breaking into the mainstream a

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

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Programming , Machine Learning , Autonomous Systems
11 Jan, 2025

*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

How NVIDIA Pruned and Distilled Llama 3.1 to Create Minitron 4B and 8B

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Programming , Machine Learning , Data Science
10 Nov, 2024

The new models are using state of the art pruning and distillation techniques.I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSe

How to Build a GenAI Bluesky Bot with Langflow, TypeScript, and Node.js

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Programming , Programming/Scripting , Technology/Web
11 Jan, 2025

By Phil Nash Bluesky is a social network built on the AT Protocol: an open, de

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

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Programming , Technology , Autonomous Systems
26 Dec, 2024

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

How to Build a Real-Time Gemini 2.0 Learning Assistant with Interactive Canvas

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Programming , Chatbots , Voice Assistants
19 Jan, 2025

Gemini Development Tutorial V5 In this tutorial, we will continue building fascinating real-time chat applications using Gemini 2.0 and its multimodal Live API. Let’s build a learning as

How to build Agentic RAG using CrewAI and Langchain

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Generative AI , Machine Learning , Natural Language Processing
26 Dec, 2024

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

How to Build AI Agents with LangGraph: A Step-by-Step Guide

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Programming , Machine Learning , Generative AI
25 Nov, 2024

Introduction In the world of AI, retrieval-augmented generation (RAG) systems have become common tools for handling simple queries and generating contextually relevant responses. However, as

How to build an AI-Powered SQL Data Analysis Agent with LangChain and CrewAI

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Programming , Data Science , Generative AI
07 Dec, 2024

In today’s data-driven world, automating workflows for data extraction, analysis, and reporting is critical to saving time and improving efficiency. This tutorial walks you through building an AI

How to Build Your Own OCR Assistant with Streamlit and Llama 3.2-Vision

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Programming , Technology , Computer Vision
27 Dec, 2024

Learn with example OCR (Optical Character Recognition) is a tool that helps automate the process of converting images into text. You must have used it in your phone as it is very common no

How to Choose Ideas for an LLM-powered Product to Thrive in a Fiercely Competitive Landscape

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Generative AI , Product Development , Technology/Web
10 Nov, 2024

Welcome to the third (final) piece in my series exploring the question: “Which GenAI products are worth developing?”[The first article](https://readmedium.com/what-llm-powered-products-are-wo

How to create an AI team to write compelling stories with CrewAI and Gemini Pro

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Programming , Natural Language Processing , Generative AI
31 Oct, 2024

Are you fascinated by the idea of AI generating stories that capture the imagination? If so, you’re not alone! In this article, we’ll dive into an introductory project that combines the powers of C

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

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Programming/Scripting , Technology/Web , Chatbots
25 Nov, 2024

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

How to Develop a Free AI Agent with Automatic Internet Search

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Programming , Technology/Web , Generative AI
14 Jan, 2025

Using Groq’s free API with LangGraph to develop an AI agent to answer users’ questions and automatically invoke internet search based on the question If you are not a Medium member, you

How to Fine-Tune Llama-3.2 on your own data: A detailed guide

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Programming , Natural Language Processing , Generative AI
15 Dec, 2024

Introduction The release of Llama-3.2 collection from Meta marked an important milestone in the open-s

How to Improve LLMs with RAG

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Natural Language Processing , Programming , Generative AI
04 Nov, 2024

A beginner-friendly introduction w/ Python code This article is part of a larger series on using large language mo

How to Integrate AI and Data Science into Your Business Strategy

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Programming , Data Science , Technology/Web
12 Dec, 2024

DATA SCIENCE CONSULTING Insider consulting guide to conducting a successful 2-day executive workshop[“Our industry does not respect tradition — it only respects innovation.”](ht

How to make more reliable reports using AI — A Technical Guide

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Programming , Machine Learning , Natural Language Processing
25 Nov, 2024

Technical guide, sharing my experience of working with AI Over the past year, I’ve been running my own AI software development and consulting agency, working with a variety of clients — fr

How to Run Nvidia’ llama-3.1-nemotron-70b-instruct Locally

Running large language models (LLMs) locally has become increasingly popular among developers, researchers, and AI enthusiasts. One such model that has gained significant attention is the llama-3.

How to Scrape and Analyse Data for Free using AI: From Collection to Insight

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Programming/Scripting , Data Science , Natural Language Processing
26 Dec, 2024

Learn how to combine web scraping, proxies, and AI-powered language models to automate data extraction and gain actionable insights effortlessly. While some websites are straightforward t

How to stay updated on AI trends (without spending hours online)

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Technology , Machine Learning , Data Science
26 Dec, 2024

Keeping up with artificial intelligence (AI) trends these days feels a bit like trying to sip from a firehose — except the firehose is spewing machine-generated jargon, research papers, and futur

How To Think In Terms of Tasks & Flows With CrewAI

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Programming , Technology , Autonomous Systems
07 Dec, 2024

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.

How to Use ChatGPT for Blogging

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Programming/Scripting , Marketing/Seo , Chatbots
16 Nov, 2024

(My 9 Tested Steps) Everyone is using AI to write. Marketers, CEOs, content developers, small scale business owners. All of us. Read [story for free](https://mysson.medium.com/7ed5cba2f32b?s

How to Use Claude 3.5 for Data Analysis(Secret tool)

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Data Science , Technology , Machine Learning
20 Nov, 2024

Most of us dont know about this feature In this article we’ll talk about how Claude, an AI-powered data analyst that can help us analyze data and make cool interactive visualizations. We’ll c

How to Use Claude 3.5 Sonnet API for Creative Writing

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Programming/Scripting , Natural Language Processing , Generative AI
20 Nov, 2024

Let’s talk about something that we all face during development: API Testing with Postman for your Development Team. Yeah, I’ve heard of it as well, [Postman is getting worse](https://www.reddit

How to use Cursor for iOS development

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Programming , Technology , AI Assisted Development
20 Jan, 2025

Recently, there’s been much talk and fuss about AI, and whether or not it can improve your development workflow. I wanted to touch base about how AI and its implementation in [Cursor](https://www.

How to Use MCP Tools on Claude Desktop App and Automate Your Daily Tasks

Model Context Protocol (MCP) is a new standard for secure connection between AI assistants, such as Claude, and systems where data exists. This includes code repositories (Github,

How to Use Structured Generation for LLM-as-a-Judge Evaluations

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Generative AI , Machine Learning , Natural Language Processing
15 Dec, 2024

Structured generation is fundamental to building complex, multi-step reasoning agents in LLM evaluations — especially for open source models *Disclosure: I am a maintainer of [Opik](https

How to Use the Google DeepMind Gemini 2.0 Flash Live API for Real-Time Conversations

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Programming , Chatbots , Voice Assistants
26 Dec, 2024

Google DeepMind’s Gemini 2.0 Flash API represents a groundbreaking leap in the world of real-time AI-powered conversations. It empowers developers to build applications that can seamlessly ha

How Uber is Saving 140,000 Hours Each Month Using Text-to-SQL — And How You Can Harness the Same Power | by Howard Chi | Wren AI | Jan, 2025 | Medium

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Programming , Data Science , Generative AI
05 Jan, 2025

In a world where data-driven decision-making is critical, businesses are scrambling to find the most efficient ways to extract actionable insights from massive datasets. Uber, a global leader in

HuggingFace smolagents: The best Multi-Agent framework so far?

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Programming , Machine Learning , Chatbots
14 Jan, 2025

Comparing Autogen, Langraph, CrewAI, Magentic-One, etc As you must have read in multiple places, 2025 is the year of AI-Agents. So much so that Mark Zuckerberg has openly said Meta will

Human-centered AI: 5 key frameworks for UX designers

Prioritizing user needs and adopting a structured approach to AI initiatives 2024 was a remarkable year of progress in artificial intelligence and it’s amazing how swiftly this technology

I Asked 5 AI to Predict 2025 — Here’s What They Said & Why They Said It

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Technology , Health , Predictive Analytics
19 Jan, 2025

I Did NOT Expect These Responses With the end of 2024 quickly approaching, none of us can predict with certainty what the next year may bring for us. Tons of unanswered questions arise in my

I Automated ProductHunt’s #1 SEO Marketing Tool using AI

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Marketing/Seo , Programming , Technology/Web
20 Jan, 2025

Automating 10 revenue-generating SEO workflows with AI Search Engine Optimization (SEO) has evolved from being just another marketing tactic to becoming a fundamental business necessity.

I Can’t Believe This Model Is Open-Sourced!!!!

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Programming , Machine Learning , Open Source
20 Jan, 2025

If you’ve been following the AI space, you know that the race to build the most powerful, reasoning-capable models has been dominated by big players like OpenAI, Anthropic, and Google. But hold o

I Combined the Blockchain and AI to Generate Art. Here’s What Happened Next.

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Technology , Artificial Intelligence , Generative AI
05 Jan, 2025

TUTORIAL Using LLMs to create artistic representations of data Looking into the rainbow What would the blockchain look like if it could be visualized through imagery? The b

I just tried OpenAI’s updated o1 model. This technology will BREAK Wall Street

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Finance , Programming , Machine Learning
26 Dec, 2024

When I first tried the o1-preview model, released in mid-September, I was not impressed. Unlike traditional large language models, the o1 family of models do not respond instantly. They “think”

I trained AI to be my smart gay bestie 💅

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Chatbots , Generative AI , Personal Development
16 Nov, 2024

Using ChatGPT to help me see my blind spots Look, I know we’re all sick of talking about AI, but every time I talk to friends about how I’m using ChatGPT, they all seem to have their flabbe

Image Inference through Multi-Modal LLM Models

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Natural Language Processing , Computer Vision , Generative AI
27 Dec, 2024

MULTIMODAL AI | LLM | OPENAI | GEMINI | VISION This blog explores the capabilities of multi-modal models in image inference, highlighting their ability to integrate visual and text

Implement A Simple YouTube Video Summarizer Application using Cursor AI

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Programming , Natural Language Processing , Machine Learning
30 Nov, 2024

Introduction Cursor AI is revolutionizing software development by integrating advanced artificial intelligence into a familiar coding environment. As a fork of

Intelli-agent: Langchain, CrewAI and AutoGen Compared

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Programming , Machine Learning , Autonomous Systems
08 Nov, 2024

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

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

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Programming , Machine Learning , Autonomous Systems
08 Nov, 2024

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

Introducing LightRAG: A New Era in Retrieval Augmented Generation

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Generative AI , Data Science , Natural Language Processing
25 Nov, 2024

In the rapidly evolving field of natural language processing, Retrieval-Augmented Generation (RAG) systems have become essential for providing accurate, contextually rich responses. However, trad

Introducing Microsoft’s Magentic-One Agentic Framework

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Programming , Autonomous Systems , Technology/Web
26 Nov, 2024

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

Introducing Swark: Automatic Architecture Diagrams from Code

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Programming , Technology , Machine Learning
14 Jan, 2025

Software architecture is hard to get right. Misaligned teams, unclear diagrams, and time-consuming processes often result in frustration and suboptimal design decisions. As engineering teams embr

Introduction to Agentic AI and Its Design Patterns

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Autonomous Systems , Machine Learning , Ethics
26 Dec, 2024

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

Introduction to LLaVA: A Multimodal AI Model

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Natural Language Processing , Computer Vision , Generative AI
29 Oct, 2024

LLaVA is an end-to-end trained large multimodal model that is designed to understand and generate content based on both visual inputs (images) and textual instructions. It combines the capabil

Is Anthropic’s Model Context Protocol (MCP) the Interoperability Standard We’ve Been Waiting For?

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Programming , Technology , Machine Learning
27 Nov, 2024

Hats off to the Anthropic team! They’ve been rolling out feature after feature and capturing the attention of the developer community. First, it was Artifacts, then Computer Use. And now, they’v

Is Data Modeling Dead with Text-to-SQL? How Wren AI Bridges Modern BI and Traditional Practices

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Data Science , Programming , Technology/Web
26 Dec, 2024

Is Data Modeling Dead with Text-to-SQL? How Wren AI Bridges Modern BI and Traditional Practices From our team at Wren AI, the most common question we hear from our users is:

Is Perplexity Pro a Smarter, More Efficient Way to Search the Web?

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Chatbots , Natural Language Processing , Technology/Web
16 Nov, 2024

The Future of Search Is Perplexity Pro a Smarter, More Efficient Way to Search the Web? How does it compare to traditional search engines and is it worth the cost? Hey AI Friends and follo

5 Key Points to Unlock LLM Quantization

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Machine Learning , Data Science , Technology/Web
24 Oct, 2024

Quantizing Large Language Models LLM Quantization is currently a hot topic due to its vital role in making Large Language Models (LLMs) more efficient and deployable across various hardwar

The Best Free Text-to-Speech Model for Commercial Use

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Technology/Web , Natural Language Processing , Voice Assistants
20 Jan, 2025

In a groundbreaking development for text-to-speech (TTS) technology, the Kokoro TTS model has emerged as the number one free and commercially available TTS solution. Built on top of the widely p

LangChain vs. LlamaIndex: A Comprehensive Comparison for Retrieval-Augmented Generation (RAG)

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Generative AI , Data Science , Programming/Scripting
15 Dec, 2024

Introduction Retrieval-Augmented Generation (RAG) combines information retrieval with generative models, making it a powerful technique for applications like question answering, summarizat

Langflow 1.1 Release

A Delightful Invitation to Agentic Pipelines! 🚀 We’re excited to share Langflow 1.1! This release packs in updates that make genAI development more flexible, interactive, and enjoyable.

LangGraph for Healthcare: A Comprehensive Technical Guide

Building Production-Ready Medical Operations Agents Introduction to LangGraph ![](https://wsrv.nl/?url=https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*pU-o_h5GKwMSHi5Y0Y9Kwg.

LangGraph Studio: Your first agent IDE

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

LangGraph Systems Inspector: An AI Agent for Testing and Verifying LangGraph Agents

[🔗 Explore the Full Systems Inspector Code Tutorial — Dive into the code and learn how to implement this cutting-edge AI agent yourself!](https://github.com/NirDiamant/GenAI_Agents/blob/main/all

LangGraph: The Future of Advanced Multi-Agent Workflows

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Programming , Machine Learning , Chatbots
25 Nov, 2024

The world of artificial intelligence is evolving rapidly, and tools like LangChain and LangGraph are at the forefront of enabling developers to build intelligent systems efficiently. If you’ve hea

LangGraph : Tool calling Agents

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Programming , Generative AI , Machine Learning
19 Jan, 2025

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

Let’s build a Text Analysis Pipeline with LangGraph Agents

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Natural Language Processing , Programming , Data Science
11 Jan, 2025

In this article, I will present to you LangGraph, an incredible framework for building applications using graph-based workflows that would otherwise be impossible. I will share my experience wi

LangGraph vs. LangChain vs. LangFlow vs. LangSmith: Which One to Use & Why?

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Programming , Technology , Technology/Web
24 Oct, 2024

Discover the key differences between LangGraph, LangChain, LangFlow, and LangSmith, and learn which framework is best suited for your language model applications — from workflow building to p

Large Language Models Just Got A Whole Lot Smaller

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Programming , Technology , Machine Learning
04 Nov, 2024

And how this might change the game for software startups This piece was co-written with David Meiborg. *TLDR: Large Language Models (LLMs for short) a

LazyGraphRAG: A New Era of Efficient and Effective RAG | by Ankush k Singal | Nov, 2024 | Medium

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Generative AI , Machine Learning , Data Science
27 Nov, 2024

Introduction In the realm of artificial intelligence, Retrieval Augmented Generation (RAG) has emerged as a powerful technique to enhance the capabilities of large language models (LLMs). RAG e

Less is More: The Art of Midjourney AI Prompt Generation with ChatGPT o1

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Chatbots , Generative AI , Machine Learning
12 Dec, 2024

As an AI art creator, I was naturally excited when OpenAI released ChatGPT o1, claiming it has PhD-level intelligence. While many rushed to test its coding or writing capabilities, I had a diff

Leveraging Gemini 1.5 API for Automated Test Case Generation Reverse Engineering

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Programming , Programming/Scripting , Technology/WebAPI
10 Nov, 2024

Abstract This report examines leveraging Gemini 1.5 API with Google Apps Script to automate sample input creation during script reverse engineering. Traditionally, this process is manual a

Leveraging Large Language Models (LLMs) in B2C Industries: Transforming Customer Experience with…

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Programming , Machine Learning , Chatbots
16 Nov, 2024

In the rapidly evolving landscape of B2C industries such as financial services, retail, and eCommerce, customer expectations for personalized and instant responses are at an all-time high. With

LightRAG — Simple and efficient rival to GraphRAG?

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Generative AI , Data Science , Technology/Web
13 Nov, 2024

Traditional RAG systems work by indexing raw data. This data is simply chunked and stored in vector DBs. Whenever a query comes from the user, it queries the stored chunks and retrieves releva

Llama 3.1 405B — How to Use for Free

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Programming , Technology , Generative AI
29 Oct, 2024

No Local Install Needed Llama 3.1 405B is Meta’s most advanced AI model released in July 2024 — but where can you try it?** LLama 3.1 comes in different versions, including

Llama 3.2: The Next Generation of Lightweight, Instruction-Tuned Language Models: A Hands-On…

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Natural Language Processing , Machine Learning , Generative AI
10 Nov, 2024

Discover LLaMA 3.2’s Key Innovations in Pruning, Knowledge Distillation, and Multilingual Performance, Plus a Hands-On Tutorial to Run Locally or Through Google Colab 👨🏾‍💻 [GitHub](https://

Llama 3.2 vs GPT-4 vs OpenAI O1 vs Gemini Ultra vs Claude 3.5: Which AI Model Is Right for You?

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Generative AI , Natural Language Processing , Ethics
20 Nov, 2024

Artificial Intelligence has come a long way, and each new model seems to push the boundaries further. Today, I want to share my thoughts on five of the leading AI models out there: Meta’s Llama

LLM Agents: Introduction to CrewAI

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Programming , Machine Learning , Generative AI
07 Dec, 2024

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

LLM Agents: Multi-Agent Chats with Autogen

An agent is a Large Language Models customized with a system prompt so that it behaves in a specific way. The prompt typically details task types, expected task solution behavior, and constraint

Llm Fine Tuning Guide: Do You Need It and How to Do It

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Natural Language Processing , Machine Learning , Data Science
27 Dec, 2024

Working with LLMs, one of the most popular questions we get is about fine-tuning. Every second client asks if they should do additional training on their model. In most cases the answer is no, t

LongRAG: Giving AI a Bigger Net to Catch More Fish in the Sea of Information

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Generative AI , Natural Language Processing , Data Science
08 Nov, 2024

In my previous article, I introduced whether RAG would become obsolete due to long-context LLMs. Today, let’

Magentic-One, AutoGen, LangGraph, CrewAI, or OpenAI Swarm: Which Multi-AI Agent Framework is Best?

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Programming , Machine Learning , Chatbots
20 Nov, 2024

Pros and Cons of popular Multi-Agent Orchestration framework The Multi AI Agent topic in Generative AI is heating up and every major tech giant has released some framework around it. But

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

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Autonomous Systems , Collaborative Intelligence , Ethics
26 Nov, 2024

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

How Magnetic-One is Redefining Multi-Agent AI Systems

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Programming , Machine Learning , Autonomous Systems
26 Nov, 2024

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

Make Playwright UI Testing Smart with Model Context Protocol of Claude AI 🤖🧠

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Programming/Scripting , Technology/Web , Chatbots
26 Dec, 2024

We discussed about Model Context Protocol (MCP) by Claude Anthropic [before](https://medium.com/executeautomation/model-context-protocol-open-source-real-time-data-bridging-for-llms-%EF%B8%8F-6

MarkItDown: A Powerful and must-have Toolkit for LLMs projects, tested with OpenAI and Gemini 2.0

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Programming , Machine Learning , Natural Language Processing
26 Dec, 2024

*MarkItDown is a versatile utility developed by Microsoft that transforms various file formats into Markdown, making it an essential tool for developers working with Large Language Models (LLMs).

Master Bots Before Starting with AI Agents: Simple Steps to Create a Mastodon Bot with Python | by Sarah Lea | Dec, 2024 | Towards Data Science

I recently published a post on Mastodon that was shared by six other accounts within two minutes. Curious, I visited the profiles and discovered that at least one of them was a tech bot — accounts

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

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

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Programming , Machine Learning , Autonomous Systems
03 Jan, 2025

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

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

Mastering CrewAI: Chapter 2— Flows

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Programming , Programming/Scripting , Generative AI
05 Jan, 2025

Event-Driven AI Workflows Flows allow us to orchestrate tasks and manage Crews. Previous Chapter: ![](https://wsrv.nl/?url=https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*NB6GaW

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Programming , Machine Learning , Natural Language Processing
05 Jan, 2025

Knowledge — CrewAI In CrewAI, “knowledge” is the system that allows AI agents to access and utilize external information sources during their tasks. We can think of it as giving our agents

Mastering CrewAI: Chapter 4 — Processes | by Okan Yenigün | Jan, 2025 | Medium

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Programming , Technology , Machine Learning
05 Jan, 2025

Sequential & Hierarchical Processes In CrewAI, the concept of processes is integral to managing how AI agents collaborate and execute tasks. Previous Chapter: A process defines

Mastering CrewAI: Chapter 5— Train, Test, Replay & Plan | by Okan Yenigün | Jan, 2025 | Artificial Intelligence in Plain English

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Programming , Machine Learning , Data Science
08 Jan, 2025

Train, Test, Replay & Plan In this chapter, we will explore the training, testing, replaying, and planning features of CrewAI. Previous Chapter: Let’s create a new project for this post

Mastering CrewAI: Chapter 6 — Memory Basics | by Okan Yenigün | Jan, 2025 | Medium

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Programming , Machine Learning , Natural Language Processing
08 Jan, 2025

Memory Types in CrewAI In CrewAI, the memory system enhances AI agents by enabling them to remember, reason, and learn from past interactions. Previous Chapter: This system comprises sev

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

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Programming , Machine Learning , Chatbots
25 Nov, 2024

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

Mastering the 25 Types of RAG Architectures: When and How to Use Each One

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Generative AI , Natural Language Processing , Data Science
30 Nov, 2024

Introduction Retrieval-Augmented Generation (RAG) architectures have revolutionized the way we approach information retrieval. These architectures bridge the gap between generating responses

MCP by Anthropic Will Blow Your Mind

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Programming , Technology , Machine Learning
06 Dec, 2024

Trust me this is not a clickbait, MCP will revolutionize AI Interactions AI technology is growing really fast. You might be waiting for the latest models like GPT-5, Gemini 2 or Claude 4 but

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

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Technology , Autonomous Systems , Data Science
01 Nov, 2024

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

Meet Qwen2.5-Coder-32B-Instruct -Coder -open source better than gpt4o.

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Programming , Generative AI , Data Science
14 Nov, 2024

Meet Qwen2.5-Coder-32B-Coder, Your New AI Coding Buddy Have you ever wished that coding was a little easier, faster, and maybe even more fun? So, prepare to meet your new AI coding friend, Qw

Meta Llama3.3 : 70B model alternate for Llama3.1 405B

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Generative AI , Natural Language Processing , Technology/Web
12 Dec, 2024

3rd model series in Llama after Llama3.1, Llama3.2 So Meta, in their final release for the year, launched Llama3.3, a 70B GenAI model that has shown some great results and has already b

Meta’s Llama 3.3: The Evolution of Open-Source Large Language Models

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Natural Language Processing , Machine Learning , Technology/Web
12 Dec, 2024

Meta’s recent release of Llama 3.3 represents a milestone in the development of large language models (LLMs). It introduces improvements in scale, efficiency, and safety, while remaining open

Meta’s Llama 4 is Coming Soon Plus: Parallels Brings Apple Intelligence to Windows

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Technology , Machine Learning , Generative AI
10 Nov, 2024

Plus: Parallels Brings Apple Intelligence to Windows Welcome to Get The Gist, where every weekday, we share an easy-to-read summary of the latest and greatest developments in AI — ne

Microsoft GraphRAG v0.4.0

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Programming , Data Science , Machine Learning
13 Nov, 2024

Microsoft recently released version v0.4.0 of the GraphRAG project, featuring several significant updates. The most notable additions are the Incremental Indexing feature and the DRIFT Graph Rea

Microsoft Open Sources MarkItDown: A Game-Changing Library for File-to-Text Conversion 🌐📊📚

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Technology , Programming , Machine Learning
30 Dec, 2024

A powerful, open-source tool that simplifies file processing and automates content extraction across PDFs, Word docs, images, audio and more. 📏🎓📦Professionals often face challenges

Mini MiniCPM-o 2.6: The 8B Parameter Multimodal LLM Beating GPT-4o

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Natural Language Processing , Machine Learning , Technology/Web
20 Jan, 2025

In a groundbreaking development, Mini CPM-o has taken the world of multimodal large language models (LLMs) by storm. With its 8-billion parameter architecture, it not only outperforms GPT-4o on

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

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Technology , Machine Learning , Autonomous Systems
31 Oct, 2024

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

Mistral AI Unveils Ministral 3B and 8B Models Plus: Nvidia Launches AI Model that Outperforms GPT-4

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Technology , Generative AI , Machine Learning
31 Oct, 2024

Plus: Nvidia Launches AI Model that Outperforms GPT-4 Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the latest and greatest developments in AI — n

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

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Machine Learning , Autonomous Systems , Ethics
25 Nov, 2024

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

Mojo, 90,000 Times Faster Than Python, Finally Open Sourced!

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Programming , Machine Learning , Data Science
10 Nov, 2024

On March 29, 2024, Modular Inc. announced the open sourcing of the core components of Mojo. Mojo is a programming language designed specifically for writing artificial intelligence software, officia

Multi-Agent AI Architecture with Large Language Models (LLMs)

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Programming , Machine Learning , Natural Language Processing
27 Dec, 2024

End To End Multi-Agent Implementation With LLMs A multi-agent architecture consists of multiple autonomous agents collaborating to accomplish complex tasks. With the recent advancements in

Multi-Agent AI Mastery: Building Content Writing AI System with CrewAI | by Kshitij Kutumbe | Medium

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Programming , Machine Learning , Chatbots
03 Jan, 2025

In the realm of AI and language models, a multi-agent system involves several independent actors, each powered by language models, collaborating in a structured manner. In this blog, we will de

Multi-Agent Hedge Fund Simulation with LangChain and LangGraph

Multi-Agent Hedge Fund Simulation with LangChain and LangGraph This project demonstrates how to use a multi-agent setup to simulate a hedge fund’s analytical process. It showcases a practic

Multilingual Vision Captioning: A Multi-Model Multimodal Approach to Image and Video Captioning and…

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Natural Language Processing , Computer Vision , Generative AI
26 Dec, 2024

Using a combination of Meta’s Llama 3.2 11B Vision Instruct, Facebook’s 600M NLLB-200, and LLaVA-Next-Video 7B models to produce multilingual image and video captions, descriptive tags, a

Multimodal AI for Conversational Human Motion

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16 Nov, 2024

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

Multimodal RAG with Gemini Pro and LangChain

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Programming , Machine Learning , Computer Vision
08 Nov, 2024

Introduction In this tutorial, we will explore the integration of Gemini Pro and Gemini Pro Vision with the [LangChain](https://www.

My 5 AI Predictions for 2025

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Autonomous Systems , Chatbots , Predictive Analytics
26 Dec, 2024

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

My GPT-evaluator got 1000% better with this simple trick.

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Natural Language Processing , Machine Learning , Generative AI
19 Jan, 2025

I wish I had known this trick sooner. All my articles are free to read. [Non-members can read for free by clicking this link.](https://readmedium.com/my-gpt-evaluator-performance-impr

My Honest take on ChatGPT’s New o1 and o1 Pro Mode (with testing)

Note: In this article I will try to cover all the points related to the event and my personal take on it.Few days back OpenAI started their “12 Days of OpenAI” event with exciting news:

My LLM’s outputs got 1000% better with this simple trick.

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Natural Language Processing , Machine Learning , Generative AI
28 Dec, 2024

I wish I had known this trick sooner. When I interned at Adobe Research (Bangalore) last summer, my job was to make open-source LLMs more aligned with the context. That means that no matte

Navigating the AI Agent Landscape: In-Depth Analysis of Autogen, CrewAI, LlamaIndex, and LangChain…

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Programming , Machine Learning , Chatbots
05 Dec, 2024

This article will give you clear visualization on what framework or tool to select for your business use case while developing an “Agentic Application”. Introduction In the fast evolving la

New Claude 3.5 Can Control Computer: Outsmarts o1 in Coding and Redefines Agent Capabilities

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Programming , Machine Learning , Chatbots
20 Nov, 2024

Anthropic’s Groundbreaking AI, Claude 3.5, Uses Computers Like a Human and Becomes a Game-Changer in Automation AuthorZijian Yang (**O

Not Like Us: Riding the Agentic AI wave — Anxiety and Opportunity

How many opps you really got? I mean, it’s too many options 2024 saw ChatGPT explode onto the scene, making “GenAI” a household term. By the year’s end, “Agentic AI” was plastered everywher

Nvidia Is About To Collapse The Price Of AI Models

At CES Nvidia showed off a few interesting new things. The biggest of which is Jensen Huang’s new leather jacket. I mean look at that thing: is this a tech keynote or a fashion show? Honestly,

o1: ChatGPT’s New Model has Changed Data Analysis again! (Bitcoin Analysis!)

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Chatbots , Data Science , Predictive Analytics
26 Dec, 2024

Test the New O1 Model of ChatGPT with Data Analysis on Bitcoin ChatGPT recently announced that they will share 12 new features in 12 days, which is day 1. As you might read from my previo

o1-preview vs. claude-3.5-sonnet: Comparing top LLMs

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Programming , Machine Learning , Generative AI
27 Oct, 2024

Today (Sep 12, 2024), OpenAI unveiled its latest language model, o1-preview. This advanced model is engineered to dedicate more time to processing before generating responses, enabling it to tackl

o3 Open AI LLM benchmarks a trustworthy surface | Medium

From the moment I heard the first hushed rumors, I felt a shift deep inside me. It was an eager tension mixed with suspicion. Soft voices swirled about a mysterious “o3” reasoning model.

OpenAI 01-Preview — SECRETS 99% of People Don’t Know

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Programming , Machine Learning , Technology/Web
01 Nov, 2024

How to get the most out of 01-preview I’ve been playing around with 01-preview since it came out. I’m loving it! I’m even teaching it in my new [AI Growth Hacking course](https://aigrowt

OpenAI Confirms the Arrival of GPT-5, Poised to Bring Huge Improvements to Artificial Intelligence…

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Natural Language Processing , Generative AI , Technology
01 Nov, 2024

A netizen posted a GPT5 countdown post on x, saying that it was a conclusion drawn from clues from various platforms. The comment section has reached a climax with all kinds of opinions coming out

OpenAI Day 4: Canvas Opens to All, Expanding Access to Collaborative AI Tools | by Raju Singh | Dec, 2024 | Medium

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Programming , Generative AI , Technology/Web
12 Dec, 2024

On December 10, 2024, OpenAI continued its “12 Days of OpenAI” event by announcing the full release of Canvas, a collaborative tool designed for writing and coding, now accessible to all use

OpenAI GPT-5: Ph.D.-Level Intelligence Expected by 2025

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Machine Learning , Ethics , Data Science
01 Nov, 2024

After months of speculation, OpenAI has finally unveiled details about the highly anticipated GPT-5. Initially expected in 2024, its release has been postponed to late 2025 or early 2026. Mir

OpenAI Unveils O3 and O3-Mini: Transforming Language Processing

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Natural Language Processing , Generative AI , Ethics
26 Dec, 2024

I’ve been following OpenAI’s updates closely, and I’m excited to share some breaking news: OpenAI just announced two of their newest language models, O3 and O3-mini. After watching a recent demon

Users Will Fall in Love With OpenAI’s New GPT-4o Model. Literally.

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Generative AI , Chatbots , Natural Language Processing
01 Nov, 2024

The company’s new GPT-4o can understand and mimic human speech and emotion In the iconic 2013 film Her, the protagonist develops an intense relationship — which morphs into a love affair

OpenAI Launches Sora AI Video Generator | by Thomas Smith | The Generator | Dec, 2024 | Medium

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Generative AI , Video Assistants , Technology/Web
09 Dec, 2024

In a livestream on the morning of Monday, December 9, OpenAI announced that it will officially launch Sora, its AI video generator. “We don’t want the world to just be text

OpenAI o1 is Out and ChatGPT Pro: The Future of Intelligent AI Tools

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Programming , Machine Learning , Chatbots
07 Dec, 2024

OpenAI has launched the OpenAI o1 model and introduced a premium subscription tier, ChatGPT Pro, designed for high-performance professiona

OpenAI o1 Model Fully Released: Enhanced Multimodal AI for Science, Coding, and Writing

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Technology , Machine Learning , Computer Vision
07 Dec, 2024

Discover OpenAI’s new o1 model: faster, smarter, and multimodal. With advanced reasoning, coding precision, and image analysis, o1 sets a new AI standard. OpenAI’s o1 Model Now Fully R

OpenAI o3 Model Is a Message From the Future: Update All You Think You Know About AI

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Programming , Machine Learning , Data Science
30 Dec, 2024

Incredible, a miracle, more than just a better state-of-the-art AI model OpenAI ended its 12-day Christmas event with a bang. On day one they launched the

OpenAI Realtime API (Voice Mode), Getting Started on Colab

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Programming , Voice Assistants , Technology/WebAPI
08 Nov, 2024

Everything you need to know, and a hands-on introduction to OpenAI’s voice mode API that you can run on Colab. The latest development from OpenAI brings us the Realtime API, designed to al

OpenAI Rolls Out SearchGPT To More Users

Have you noticed OpenAI’s latest redesign of ChatGPT? If you’ve logged in recently, you might have spotted two major changes.First, there’s the new [Canvas](https://generativeai.pub

OpenAI SearchGPT: ChatGPT with Internet and browsing tools

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Technology/Web , Data Science , SearchGPT
08 Nov, 2024

A Better Alternative for Perplexity and Google Search And the much-anticipated product by OpenAI, SearchGPT is out last night boasting some major features, taking it a step ahead of Perpl

[ OpenAI 給的 2024 年聖誕禮物 ] — 3 Sora 影片生成工具 | by Simon Liu | Dec, 2024 | Medium

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Generative AI , Technology/Web , Creative Tools
09 Dec, 2024

備註：部分內容有使用 AI 工具進行處理，內容已經審閱過，如有發現錯誤再請留言告知，感謝大家！ OpenAI Day 3 發表會在這邊，全程 20 分鐘，大家可以聽聽，或者先滑到下面，我將為各位整理本次重點。幫大家整理十大 Sora 重點 I. 推出 Sora 影片生成工具 OpenAI 發表全新影片生成產品 Sora，這是專為影片創作設計的人工

OpenAI Structured JSON Output With Adherence

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Programming , Technology , Generative AI
11 Jan, 2025

In the past, when using OpenAI’s JSON mode there was no guarantee that the model output will match the specified and predefined JSON schema. In my view this really made this feature unrelia

OpenAI Swarm vs LangChain LangGraph: A Detailed Look at Multi-Agent Frameworks

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Programming , Technology , Machine Learning
25 Nov, 2024

Ankush k Singal Introduction The world of artificial intelligence is rapidly evolving, and the ability to create complex workflows involving multiple a

OpenAI’s ‘Leaked’ GPT2 Model Has Everyone Stunned.

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Chatbots , Generative AI , Natural Language Processing
01 Nov, 2024

On-Purpose leak? The influence that OpenAI has on the AI industry can’t be understated. Every move or decision makes headlines automatically… even if they don’t actually announce the thin

OpenAI’s O1 and O1 Pro Models: A New Era of Reasoning-Focused AI

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Programming , Machine Learning , Generative AI
07 Dec, 2024

Artificial intelligence has made remarkable strides in recent years, with large language models evolving from simple text generators to powerful systems capable of tackling advanced reasoning ta

OpenAI’s O1 Model: A Detailed Exploration into the Future of AI

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Natural Language Processing , Machine Learning , Technology/Web
12 Dec, 2024

IntroductionArtificial intelligence has rapidly evolved over the last decade, leading to breakthroughs in natural language processing (NLP), machine learning, and multimodal applications. Op

OpenAI O3 Model Redefines AI Capabilities and Applications

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Artificial Intelligence , Programming , Ethics
26 Dec, 2024

In the rapidly evolving world of artificial intelligence, OpenAI’s latest model, O3, has garnered significant attention. With claims of enhanced reasoning abilities and impressive performance on b

OpenAI’s o3 + Swarm + RAG Python Project: Easy AI/Chat for your Docs | by Gao Dalie (高達烈) | Dec, 2024 | Towards AI

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Chatbots , Programming/Scripting , Machine Learning
30 Dec, 2024

In this story, I have a super quick tutorial showing you how to create a multi-agent chatbot with Swarm, Rag and OpenAI’s o3 to make a powerful Agent Chatbot for your business or personal use.

OpenAI’s Sora Is Here: Everything You Need to Know About the Video Generator | by hejrene | Rene | Dec, 2024 | Medium

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Generative AI , Video Assistants , Technology/Web
09 Dec, 2024

New AI tool OpenAI’s Sora Is Here: Everything You Need to Know About the Video Generator I’m amazed by how OpenAI’s Sora brings stunning creativity to video, even for someone like m

OpenAI’s Swarm and Ollama (Part 3) : Building a Step-by-Step Math Solver with Local LLMs

A short code reference to build upon. As a developer passionate about AI education, I’ve always been fascinated by how we can make complex problem-solving more interactive and engaging. R

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

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Programming , Autonomous Systems , Natural Language Processing
06 Dec, 2024

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,

Outsmarting Big Data: How Small Businesses Can Compete in AI Without Mega-Datasets

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Technology , Data Science , Machine Learning
15 Dec, 2024

Let’s face it — when it comes to AI, it often feels like small businesses are part of a lopsided fight. The big players — Google, Meta, OpenAI — seem to monopolize the AI narrative with flashy m

Overcoming LLM Challenges in Healthcare: Practical Strategies for Development in Production

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Health , Generative AI , Machine Learning
08 Nov, 2024

Generative AI An article on the most common LLM development challenges I’ve encountered, effective mitigation strategies, and a career-defining interview mistake Introduction I’v

Performing Analytical Queries with LLMs

A Practical Approach to Using LLMs for Data Exploration and Analysis Consider the following scenario. You have a CSV file containing 5 million rows and 20 columns. This CSV file includes t

Personalizing UX for Agentic AI

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Chatbots , Autonomous Systems , Machine Learning
19 Jan, 2025

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

Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning

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Natural Language Processing , Machine Learning , Data Science
09 Jan, 2025

Phi-4: A Compact Powerhouse Redefining AI Reasoning for Real-World Applications Microsoft’s Phi-4 represents a remarkable advancement in the realm of small language models, excelling in

Predictions 2025: Big Tech Takes the Reins

This isn’t going to be a normal year. 2025 will be strange, frenetic, and full of surprises, particularly for those of us who watch tech closely. We’re not accustomed to the tech industry havin

Program a RAG LLM Chat App with LangChain + Streamlit + *o1, GTP-4o and Claude 3.5

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Programming , Machine Learning , Chatbots
20 Nov, 2024

Learn how to build a RAG web application using Python, Streamlit and LangChain, so you can chat with Documents, Websites and other custom data. GitHub Code: <https://github.com/enricd/rag_l

Pydantic AI + Web Scraper + Llama 3.3 Python = Powerful AI Research Agent

In this video, I have a super quick tutorial showing you how to create a multi-agent chatbot with Pydantic AI, Web Scraper and Llama 3.3 to make a powerful Agent Chatbot for your business or p

PydanticAI — The NEW Agent Builder and Framework

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Programming , Generative AI , Technology/Web
05 Jan, 2025

PydanticAI is a Python Agent Framework designed to make it less painful to build production grade applications with Generative AI. FastAPI revolutionized web development by offering an innovati

Quickest Way to Learn AI in 2025

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Programming , Machine Learning , Natural Language Processing
05 Jan, 2025

Why go long when short works? This blog is here to guide you on a clear, shortcut path to getting started in the AI world, while also let you explore the new AI products at the same time, to

Qwen 2.5 Coder 32B: Is This Best Open Weight Model Better than GPT-4o and Claude 3.5 Sonnet

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Programming , Machine Learning , Generative AI
20 Nov, 2024

On November 11, Alibaba announced its most advanced coding model to date: Qwen 2.5-Coder-32B-Instruct. But that’s not all, it’s actually part of a whole family of coding models! In addit

Qwen New Release: The King of Coder is Qwen2.5 coder 32B!

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Programming , Technology , Machine Learning
14 Nov, 2024

Great new everyone! Meet Qwen2.5-Coder-32B-Instruct: the latest AI model that’s taking the code world by storm! Most of these models are released under the Apache 2.0 license .Benchmark score

Qwen QVQ-72B: Best open-sourced Image Reasoning LLM

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Natural Language Processing , Machine Learning , Technology/Web
27 Dec, 2024

Visual Reasoning LLM by Alibaba So. before ending 2024, Qwen (by Alibaba) is back with a bang and has released another open-sourced LLM, Qwen QVQ-72B which is a visual reasoning LLM i.e.

Qwen2.5 1.5b: the future of Mobile AI?

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Natural Language Processing , Programming , Technology/Web
30 Oct, 2024

Local Testing and Evaluation of Alibaba Cloud’s Latest LLM. With llama-cpp-python and a DIY prompt catalog. In part one we explored together the innovations from Alibaba Cloud’s team with th

Qwen2.5-Coder 32B Instruct: A Best Coding Model-A Complete Step-by-Step Guide and Performance…

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Programming , Machine Learning , Generative AI
14 Nov, 2024

Qwen2.5-Coder 32B Instruct: A Best Coding Model-A Complete Step-by-Step Guide and Performance Evaluation for Developers Photo By Author Introduction In the ever-evolving landscape of AI-power

Qwen2.5-Coder, Cosmos Tokenizer, OpenCoder, and New SentenceTransformers: Great Times for Open…

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Programming , Technology , Natural Language Processing
14 Nov, 2024

I want to highlight some standout open-source advancements that have really caught my eye:Qwen2.5-Coder Series: An open-source code LLM that’s giving GPT-4 a run for its money. **Co

Qwen2.5: Redefining Efficiency in Large Language Models

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Programming , Machine Learning , Natural Language Processing
27 Dec, 2024

Scaling Smarter and Learning Better with Reinforcement Learning A New Era of Language Models: Introducing Qwen2.5 Building on the breakthroughs in large language models (LLMs), **Qwe

Qwen2-VL: A Vision Language Model That Runs Locally

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Natural Language Processing , Computer Vision , Technology/Web
15 Dec, 2024

This is an introduction to「Qwen2-VL」, a machine learning model that can be used with ailia SDK. You can easily use this model to create AI applications using [ailia SDK](h

Building and Serving a RAG Agent with Custom Tools: A Complete Guide

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Programming , Generative AI , Data Science
14 Jan, 2025

Goal The goal of this article is to demonstrate how to create a Large Language Model (LLM) agent using LangGraph and LangChain, which will perform Retrieval-Augmented Generation (RAG) on a

RAG/LLM and PDF: Conversion to Markdown Text with PyMuPDF

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Programming , Technology , Technology/Web
24 Oct, 2024

Data feeding in markdown text format increases generated text quality Introduction In the context of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) envi

RAGate: Adaptive RAG for Conversational AI

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Chatbots , Natural Language Processing , Machine Learning
14 Nov, 2024

Building Conversational AI systems is hard!!! It’s feasible but also complex, time-consuming, and resource-intensive. The challenge lies in designing systems that can understand and genera

RAGFlow an Open-Source Retrieval-Augmented Generation (RAG) Engine

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Generative AI , Machine Learning , Technology/Web
19 Jan, 2025

RAGFlow is an open-source Retrieval-Augmented Generation (RAG) engine that integrates with Large Language Models (LLM

RBYF: Qwen2.5–3B-instruct is damn good.

Revised Benchmark with You as a Feedback: the brand new 3B model from Alibaba Qwen is an amazing model, and I can prove it! The illusion of emergent properties is largely a product of the metr

Reading Document and Coding Functions with Multi-Agent AI Systems using Magentic-One

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Programming , Technology , Machine Learning
26 Nov, 2024

Magentic-One is designed to streamline complex tasks by leveraging multiple AI agents, each with specialized capabilities. [One of my previous post](https://readmedium.com/exploring-multi-agent

Responsible Software Development with an Agentic AI Workforce

Software development has, for a long time, relied on manual effort and isolated toolchains to build products. We have slowly introduced automation to handle repetitive tasks in our continuous in

Retrieval-Augmented Generation: Approaches, State of the Art, and Optimization Strategies

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Generative AI , Natural Language Processing , Machine Learning
31 Oct, 2024

⭐ RAG is particularly useful in knowledge-intensive scenarios or domain-specific applications that require knowledge that’s continually updating. RAG has been popularized recently with its app

Revolutionizing Financial Document Processing with Agentic Workflows

Financial documents like SEC 10-K reports are often complex and tedious to process, but with the right workflow, the entire process can be transformed. I developed a streamlined solution integrat

Roadmap to Become an AI Engineer in 2025

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Programming , Machine Learning , Data Science
16 Nov, 2024

How to Become an AI Engineer in 2025 Ever wondered what it takes to build systems that can think, learn, and solve complex problems? A few years ago, I was curious too — AI was this futuristic

Role of AI in Crypto trading and analytics

Role of AI in Crypto trading and analytics Trading in cryptocurrencies may perhaps be one of the most dynamic and volatile financial markets seen around nowadays. The market is characterist

Role-Playing vs. Conversational Paradigms in Multi-Agent Orchestration

A noticeable dichotomy is emerging in the design of multi-agent orchestration frameworks, between two primary paradigms: role-playing and conversational approaches. These paradigms rep

🦘 RooCline：将人工智能发展推向新高度的增压叉

Love Cline but want even more speed and autonomy? RooCline, a powerful fork of the popular VS Code AI assistant, takes everything great about Cline and supercharges it with enhanced performa

Scaling Document Extraction with O1, GPT4o, and Mini | ExtractThinker

In this article, we’ll explore using ExtractThinker to process documents efficiently at scale. We’ll discuss when to use different models like O1,

SearchGPT Changed How I Surf the Web Forever.

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Technology/Web , Search , Programming/Scripting
16 Nov, 2024

I said goodbye to Google, and you can too. Learn how to use SearchGPT, and transform the way you work. This isn’t clickbait. I am a full believer in SearchGPT, and I’m going to tell you wh

Six Thinking Hats + CrewAI Flows: Smarter Decisions with AI Ag

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Programming , Machine Learning , Decision Making
25 Nov, 2024

“It seemed like a good idea at the time.”- From *The Magnificent Seven*Leveraging AI Agents for Informed Decision-Making “It seemed like a good idea at the time.” This l

Sky-T1–32B-Preview : Open-sourced LLM outperforms OpenAI-o1

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Programming , Machine Learning , Natural Language Processing
19 Jan, 2025

UC Berkley’s Sky-T1–32B-Preview details So, the first big Generative AI release is here where UC Berkeley’s open-sourced LLM, Sky-T1–32B has beaten OpenAI’s o1 on Maths and Coding benc

Smarter and Faster: OpenAI o1 and o1 pro mode

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Programming , Machine Learning , Natural Language Processing
07 Dec, 2024

Just 12 hours ago, OpenAI rolled out the new o1 model and o1 with pro mode. As you may already know, o1 models are the first series of models designed to think before answering, providing more det

Smolagents + Web Scraper + DeepSeek V3 Python = Powerful AI Research Agent

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Programming , Natural Language Processing , Chatbots
19 Jan, 2025

In this video, I have a super quick tutorial showing you how to create a multi-agent chatbot with Smolagents, Web Scraper and DeepSeek V3 to make a powerful Agent Chatbot for your business or p

SmolLM2: Very Good Alternatives to Qwen2.5 and Llama 3.2

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Technology , Machine Learning , Data Science
10 Nov, 2024

And it's fully open! Hugging Face has doubled down on their SmolLM initiative. They released SmolLM2: 1.7B, 360M, and 135M models trained on 11T tokens (against 1T for SmolLM). They release

Speech-to-Speech Generative AI: From Theory to Practice

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Generative AI , Voice Assistants , Ethics
11 Jan, 2025

Explore the world of speech-to-speech generative AI. Learn key components and practical considerations to build your applications Introduction Generative AI is one of the most transforma

SpiderTool and CrewAI: The Ultimate Duo for Web Scraping and Data Extraction

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Programming/Scripting , Technology/Web , Data Science
07 Dec, 2024

Ankush k Singal Introduction When it comes to web scraping and data extraction, SpiderTool and CrewAI are a match made in tech heaven. SpiderTool, know

State of UX, we don’t need more managers, prototyping with data

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Technology , Design , Programming/Scripting
12 Dec, 2024

Weekly curated resources for designers — thinkers and makers. The change we’re discussing here is not a revolution, just an evolution. It’s simply a change in how many roles will be needed

Step by Step Midjourney Prompts Generation using ChatGPT 4o’s Vision Analysis

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Natural Language Processing , Generative AI , Technology/Web
15 Dec, 2024

You know that feeling when you’re trying to create the perfect Midjourney prompt, but the words just don’t capture what’s in your mind? I’ve been there too. After countless hours of experimentat

Synthetic Data Generation with Language Models: A Practical Guide

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Programming , Data Science , Generative AI
15 Dec, 2024

In the evolving landscape of artificial intelligence, data remains the fuel that powers innovation. But what happens when acquiring real-world data becomes challenging, expensive, or even impos

Taming the Tool Chaos: The Generative AI Agents & Tool Registry

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Generative AI , Technology , Programming/Scripting
09 Jan, 2025

A practical guide to managing Tools for Generative AI Agents Overview Generative AI agents, which actively interact with their environment to achieve goals, rely heavily on tools. As

Teaching AI to Think Like A 6ᵗʰ Grader and Learn like a Child

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Education , Creativity , Machine Learning
05 Dec, 2024

Why We Have to Let AI Have Its Playground Back — Imagination, Chaos, and a Little Bit of Magic If you ask a 6ᵗʰ grader how they would solve a global problem like climate change, chances are y

Testing OpenAI’s o1 Models: A Look at Chain-of-Thought Prompting for Journalism Tasks

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Natural Language Processing , Machine Learning , Data Science
07 Dec, 2024

New LLMs are touted as smarter problem-solvers — but how do they fare in real-world journalistic tasks like data visualization and headline selection? Last month, OpenAI released two new la

The 6 Best LLM Tools To Run Models Locally

Running large language models (LLMs) like ChatGPT and Claude usually involves sending data to servers managed by [OpenAI](https://openai.

The AI Tool That Cuts Your Docker Container Sizes by 80%

How Docker Shrink Optimizes Containers and Saves You Time and Money In the modern paradigm where containerised applications dominate, handling Docker containers effectively is one of the m

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

The Core of Modern AI: Knowledge Graphs and Vector Databases

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Technology , Data Science , Machine Learning
27 Dec, 2024

In the rapidly evolving AI landscape, Retrieval-Augmented Generation (RAG) systems are gaining popularity for their ability to enhance traditional AI models by retrieving relevant informati

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

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Programming , Technology , Autonomous Systems
16 Nov, 2024

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

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

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Chatbots , Artificial General Intelligence , Reasoners
16 Nov, 2024

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

The Future of Search: How Agentic AI Powered Search Engines Work

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Technology , Machine Learning , Data Science
27 Dec, 2024

Tired of Google’s Wrong Answers? Learn How AI is Making Web Searches Smarter and better! Picture this: you type a question into Google and instead of getting the right answer, you end up clic

The Great Tech Job Migration is Upon Us

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Technology , Data Science , Machine Learning
05 Dec, 2024

Tech Job Watch What you need to know about how jobs are adapting to the new tech climate. November Tech Job Watch *Not a member yet? You can read for free [here](https://readm

The Most Ambitious AI Crypto Project Ever is Here

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Technology , Machine Learning , Blockchain
16 Nov, 2024

AI & Blockchains: A Match Made in Heaven, or a Scam? One of the founding fathers of modern AI wants to use the blockchain to train the world's largest open-source Large Language Model (LLM),

The Multi-Agent Revolution in Document Intelligence: How Sema4.ai’s

This article was co-written with Sunil Govindan , who contributed insights and expertise on AI-driven document processing.Sema4.ai Document Intell

The Quest for Production-Quality Graph RAG: Easy to Start, Hard to Finish

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Programming , Data Science , Generative AI
01 Nov, 2024

Overcoming the challenges of productionizing graph RAG When I read the recent article in VentureBeat about how Glean [just secured over $260 million in its latest funding round](https://ve

The Rapid Rise of ‘o3’: A New Turning Point in the AGI Debate

This week, the AI community has been abuzz with discussions surrounding a new frontier: OpenAI’s “o3,” a breakthrough model that has catapulted the conversation around Artificial General Int

The Real Reason OpenAI Abandoned Next.js for Remix

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Technology/Web , Programming , Web Development
08 Nov, 2024

The surprising reasons behind OpenAI’s move and what it means for the future of web development Introduction to the Transition OpenAI recently caused a stir in the developer community by m

The Rise and Evolution of RAG in 2024: A Year in Review

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Generative AI , Machine Learning , Data Science
27 Dec, 2024

As 2024 comes to a close, the development of Retrieval-Augmented Generation (RAG) has been nothing short of turbulent. Let’s take a comprehensive look back at the year’s progress from various per

The Rise of AI-Driven UX: Balancing Automation and Human-Centered Design in 2025

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Technology , Machine Learning , Natural Language Processing
26 Dec, 2024

If there is one thing that’s altering the way we create user experience (UX) designs and conduct research in 2024, it is definitely artificial intelligence (AI). UX experts have already integrated

The Rise of the AI Agent Product Manager and AI Agent Engineer

Imagine a future where Generative AI doesn’t just respond to queries but proactively solves complex problems across every facet of business. This isn’t science fiction; it’s the rapidly approach

The Role of Small Models in the LLM Era

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Natural Language Processing , Machine Learning , Data Science
12 Dec, 2024

A recent study extensively explored the role of Small Language Models (SLMs) in modern AI. The research provided a comprehensive analysis of SLMs, focusing on their capabilities, applicatio

The Secret Sauce for Smarter AI: Exploring Model Context Protocol (MCP)

Generative AI models are becoming increasingly sophisticated, yet the challenge of managing context in interactions remains crucial. The Model Context Protocol (MCP) is a structured approach t

The Top 12 Agent-based Workflow Tools

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Technology , Autonomous Systems , Programming/Scripting
11 Jan, 2025

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

The Two Secrets to Preventing ChatGPT From Ruining Your Content’s Quality

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Generative AI , Writing , Content Creation
05 Dec, 2024

Generative AI can be a great writing assistant — but artificial intelligence will never replace a skilled human copywriter. When writing, is our goal simply to create as much as we can at t

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

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Programming , Machine Learning , Autonomous Systems
27 Dec, 2024

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

Thinking of a Mac Mini or Mac Pro for Open-Source LLMs?

Thinking of a Mac Mini or Mac Pro for Open-Source LLMs? Cloud VMs Let You Test, Decide, and Save. *Are you considering investing in a Mac Mini or Mac Pro to experiment with open-source Large

Top 10 Data & AI Trends for 2025

Agentic AI, small data, and the search for value in the age of the unstructured data stack. According to industry experts, 2024 was destined to be a banner year for generative AI. Operatio

Top 10 Enterprise Technology Trends in 2025: Platform Engineering and AI Agents Lead the Charge…

There are three key requirements when predicting the top 10 most important enterprise software technologies for 2025:It needs to be real: Only technologies that have demonstrated their

Top 10 Most Disruptive AI Startups in 2024

Imagine a world where electric aircraft fly above your head, and AI can transcribe doctor-patient conversations in real-time, making healthcare more efficient. Sounds futuristic, right? Well, th

Top 21 Famous RAG Frameworks in 2025

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Generative AI , Natural Language Processing , Technology
09 Jan, 2025

Revolutionizing AI with Advanced Retrieval-Augmented Generation Disclosure: I use GPT search. The entire article is still drafted by me.My writing style tends to be assertive and anal

Top 25 Generative AI Terminologies You Must Know

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Generative AI , Machine Learning , Data Science
14 Nov, 2024

Master the Key Concepts to Excel in Generative AI with Clear Explanations, Real-World Applications, and In-Depth Resources Generative AI is indeed a critical technology across industries; t

Top 5 AI Tools for iOS Developers

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Programming , Technology/Web , Generative AI
14 Nov, 2024

To improve your workflow speed & efficiency While there are a lot of big AI talks, I want to get you back on earth. Whether you’re already using AI-assisted tools for coding or you feel like

Top 5 MCP Servers to Automate Daily Tasks and Workflows with Prompts

Since Anthropic introduced the Model Context Protocol (MCP) into Claude, it has revolutionized the way we automate repetitive tasks. From file management to social media workflows, **MCP serve

Top 7 AI Website Builder Tools in 2025

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Technology/Web , Programming/Scripting , Design
25 Nov, 2024

Creating a website has never been easier, right? I know, it seems like everything in 2025 can be done in a few clicks! But let me tell you, even though it’s simpler, being a designer still c

Top 8 Leading AI Use Cases Revolutionizing Business in 2025

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Technology , Predictive Analytics , Machine Learning
16 Nov, 2024

Explore key AI applications driving business success. Artificial Intelligence (AI) is increasingly shaping the future of business, with its influence expanding across industries. In 2025, AI

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

Towards Intelligent Autonomous Research Agents Using Pydantic AI

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Autonomous Systems , Data Science , Machine Learning
09 Jan, 2025

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

Traditional vs. Generative AI for Sentiment Classification

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Programming , Machine Learning , Natural Language Processing
11 Jan, 2025

5 ways to classify text (even without train data) Introduction This article focuses on the sentiment analysis of product reviews from the [Flipkart Customer Review dataset](https:

Transform Any Document into AI-Ready Markdown: Microsoft’s MarkItDown + Azure OpenAI Guide

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Programming , Technology , Machine Learning
26 Dec, 2024

A developer’s hands-on guide to converting PDFs, Office files, and images into clean Markdown using Microsoft’s latest open-source tool with Azure OpenAI integration Microsoft’s MarkItDo

Transforming Data into Solutions: Building a Smart App with Python and AI

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Programming , Technology , Machine Learning
05 Jan, 2025

Some financial analysts worry that artificial intelligence may not justify the massive investments being made in the field. While I understand their concerns, I see things differently. I’m neither

Unified Memory Across ChatGPT, Claude, Perplexity

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Chatbots , Programming/Scripting , Technology/Web
08 Nov, 2024

You’ll definitely love this one, especially if you’re already locked in with Claude, ChatGPT and Perplexity. Interacting with different AI assistants can sometimes feel a bit disjointed. You have t

Unlocking AI’s Potential: The Power of Chain of Thought Prompting

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Generative AI , Chatbots , Natural Language Processing
14 Jan, 2025

The AI That Thinks Like a Human Have you ever been amazed by how ChatGPT can give lightning-fast responses but felt disappointed that the answers sometimes seem shallow or incomplete? You mi

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

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Programming , Machine Learning , Autonomous Systems
19 Dec, 2024

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

Unlocking Mixture-of-Experts (MoE) LLM : Your MoE model can be embedding model for free

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Machine Learning , Natural Language Processing , Data Science
04 Nov, 2024

Mixture-of-experts (MoE) LLM can be used as an embedding model for free. I recently found an interesting paper titled “Your Mixture-of-Experts LLM is Secretly an Embedding Model for Free.”

Unlocking PDFs for RAG with Markdown and Gemini

It’s safe to say that Retrieval Augmented Generation (RAG) has changed the world for many businesses and organizations. By supplementing the built-in capabilities that an LLM like [Gemini](http

Use Gemini 2.0 to Build a Realtime Chat App with Multimodal Live API

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Programming , Chatbots , Natural Language Processing
27 Dec, 2024

Gemini Development Tutorial Google launched Gemini 2.0 with the preview model Gemini 2.0 Flash Experimental, and you must have learned about it from videos and articles. This model has g

Using agents to breathe life into NPCs | by MichaelT Shomsky | Dec, 2024 | Medium

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Programming , Roleplay , Natural Language Processing
20 Jan, 2025

OutlineSimulating 2d societies Create a 2d top down platformer Setup non playable characters that maintain a personal history Begin a framework to allow NPCs to conduct themselves in

Using agents to breathe life into NPCs using CrewAI

OutlineUse CrewAI to filter conversation and allow NPCs to choose tasks CrewAI agents Game Code and Datafiles Github Repo Outcomes/ConclusionsBackground Previously I discuss

Using agents to breathe life into NPCs using CrewAI — Initial Conversation Analysis

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Roleplay , Programming , Machine Learning
19 Jan, 2025

Conversation Analysis using output from: Using Agents to Breathe life into NPCs using CrewAI *Analysis

Using Llama 3 for Building AI Agents

Comprehensive guide to building AI Agents with Llama 3 function calling capabilities. Introduction Imagine you want to buy something. You visit an e-commerce website and use the sea

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

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Technology , Data Science , Machine Learning
20 Jan, 2025

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’

Visualize your RAG Data — Evaluate your Retrieval-Augmented Generation System with Ragas

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Natural Language Processing , Generative AI , Data Science
04 Nov, 2024

How to use UMAP dimensionality reduction for Embeddings to show multiple evaluation Questions and their relationships to source documents with Ragas, OpenAI, Langchain and ChromaDB Retrieval

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

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Chatbots , Autonomous Systems , Machine Learning
15 Dec, 2024

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

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

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Autonomous Systems , Data Science , Technology
03 Jan, 2025

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

What Content Creators Must Know About Using AI for SEO in 2025

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Marketing , Marketing/Seo , Technology/Web
12 Dec, 2024

Insights and upcoming trends from an SEO expert. As we approach the end of 2024, let’s take a moment to think about the huge shifts we’ve seen in AI and SEO this year. Remember the [big n

What GenAI topics you should focus in 2025 ?

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Generative AI , Machine Learning , Ethics
14 Jan, 2025

GenAI Trends for this year It’s already a few days in 2025 and the Generative AI storm looks unstoppable. We had quite some blast in 2024 with LLMs, Frameworks, mechanisms, etc releasing a

What’s new with Claude Sonnet 3.5 & Claude 3.5 Haiku?

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Natural Language Processing , Programming , Technology/Web
13 Nov, 2024

First off, what is Claude? Claude is a language model created by Anthropic and it’s designed to help with tasks like answering quest

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

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Programming , Machine Learning , Natural Language Processing
25 Nov, 2024

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

Which AI agent framework to use？Dify? LangChain? AutoGen? 9 Top used framework explained!

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Programming , Machine Learning , Data Science
14 Jan, 2025

Developing AI agents involves selecting the right framework to match your project’s requirements, whether they are basic tasks, secondary development, or enterprise-level integrations. This guide

Why AI Agents are Good Software

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Programming , Machine Learning , Data Science
14 Jan, 2025

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.]

Why embedding matters when building a non-English RAG system — Multilingual embeddings

Rifx.Online
Natural Language Processing , Machine Learning , Multilingual
13 Nov, 2024

Why Embeddings are Key Embeddings are a cornerstone of modern generative AI, silently driving the functionality of many systems we interact with daily. At their simplest, embeddings are **num

Will Bolt.new AI will replace v0.dev

Rifx.Online
Programming , Technology/Web , Data Science
13 Nov, 2024

AI ToolsNot a Member? Read for FREE here.The world of w

Is Claude MCP the beginning of a true Agentic Era?

Rifx.Online
Programming , Technology , Machine Learning
26 Dec, 2024

We’ve been hearing a lot about AI agents lately, and I’ve been putting many of them to the test. The excitement really began a few years back with tools like AutoGPT and CrewAI. While thei

Is Claude MCP the beginning of a true Agentic Era? Part 2

In a previous blog post, I talked about MCP and how it can make Claude not just a chatbot, but a really powerful assistant that can interact with your local applications such as file systems, Goog

Wren AI Text-to-SQL: API — the good stuff | by D | Medium

Wren AI is an AI pipeline application that translates natural language user queries to SQL also known as Text-to-SQL (also known as Natural Language to SQL or NL2SQL), so you can chat wi

Your Ultimate Roadmap to Becoming an AI Engineer in 2025

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Programming , Machine Learning , Data Science
25 Nov, 2024

Introduction: Riding the AI Wave The world is experiencing an AI gold rush, with companies like Google, Tesla, and Amazon investing billions into artificial intelligence. For those with amb

Anthropic: Claude 3.5 Haiku (2024-10-22)

Rifx.Online
Text 2 text
04 Nov, 2024

Claude 3.5 Haiku features enhancements across all skill sets including coding, tool use, and reasoning. As the fastest model in the Anthropic lineup, it offers rapid response times suit

Google: Gemini Experimental 1121 (free)

Experimental release (November 21st, 2024) of Gemini.

Google: Gemma 2 9B (free)

Rifx.Online
Text 2 text
28 Jun, 2024

Gemma 2 9B by Google is an advanced, open-source language model that sets a new standard for efficiency and performance in its size class. Designed for a wide variety of tasks, it empo

Inflatebot: Mag Mell R1 12B

Rifx.Online
Text 2 text
22 Dec, 2024

Mag Mell is a merge of pre-trained language models created using mergekit, based on Mistral Nemo. It is a great roleplay and storytelling model which combines the best part

Google: LearnLM 1.5 Pro Experimental (free)

An experimental version of Gemini 1.5 Pro from Google.

Meta: Llama 3.1 70B Instruct (free)

Rifx.Online
Text 2 text
23 Jul, 2024

Meta's latest class of model (Llama 3.1) launched with a variety of sizes & flavors. This 70B instruct-tuned version is optimized for high quality dialogue usecases. It has demonstrate

Meta: Llama 3.2 3B Instruct (free)

Rifx.Online
Text 2 text
25 Sep, 2024

Llama 3.2 3B is a 3-billion-parameter multilingual large language model, optimized for advanced natural language processing tasks like dialogue generation, reasoning, and summarization.

Meta: Llama 3.2 90B Vision Instruct (free)

The Llama 90B Vision model is a top-tier, 90-billion-parameter multimodal model designed for the most challenging visual reasoning and language tasks. It offers unparalleled accuracy in

MiniMax: MiniMax-01

MiniMax-01 is a combines MiniMax-Text-01 for text generation and MiniMax-VL-01 for image understanding. It has 456 billion parameters, with 45.9 billion parameters activated per inference, and can ha

Mistral: Mistral 7B Instruct (free)

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Text 2 text
27 May, 2024

A high-performing, industry-standard 7.3B parameter model, with optimizations for speed and context length. *Mistral 7B Instruct has multiple version variants, and this is intended to

Mistral Large 2411

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Text 2 text
19 Nov, 2024

Mistral Large 2 2411 is an update of Mistral Large 2 released together with Pixtral Large 2411 It is fluent in English, Fren

OpenChat 3.5 7B (free)

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Text 2 text
28 Nov, 2023

OpenChat 7B is a library of open-source language models, fine-tuned with "C-RLFT (Conditioned Reinforcement Learning Fine-Tuning)" - a strategy inspired by offline reinforcement learnin

Phi-3 Medium 128K Instruct (free)

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Text 2 text
24 May, 2024

Phi-3 128K Medium is a powerful 14-billion parameter model designed for advanced language understanding, reasoning, and instruction following. Optimized through supervised fine-tuning a

Phi-3 Mini 128K Instruct (free)

Rifx.Online
Text 2 text
26 May, 2024

Phi-3 Mini is a powerful 3.8B parameter model designed for advanced language understanding, reasoning, and instruction following. Optimized through supervised fine-tuning and preference

Qwen 2 7B Instruct (free)

Rifx.Online
Text 2 text
16 Jul, 2024

Qwen2 7B is a transformer-based model that excels in language understanding, multilingual capabilities, coding, mathematics, and reasoning. It features SwiGLU activation, attention QKV

Llama 3 Euryale 70B v2.1

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Text 2 text
02 Dec, 2024

Euryale 70B v2.1 is a model focused on creative roleplay from Sao10k.Better prompt adherence. Better anatomy / spatial awareness. Adapts much better to unique and

Sao10K: Llama 3 8B Lunaris

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Text 2 text
27 Dec, 2024

Lunaris 8B is a versatile generalist and roleplaying model based on Llama 3. It's a strategic merge of multiple models, designed to balance creativity with improved logic and general knowledge. Crea

Llama 3.1 Euryale 70B v2.2

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Text 2 text
02 Dec, 2024

Euryale L3.1 70B v2.2 is a model focused on creative roleplay from Sao10k. It is the successor of Euryale L3 70B v2.1.

Sao10K: Llama 3.3 Euryale 70B

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Text 2 text
22 Dec, 2024

Euryale L3.3 70B is a model focused on creative roleplay from Sao10k. It is the successor of Euryale L3 70B v2.2.

Toppy M 7B (free)

Rifx.Online
Text 2 text
10 Nov, 2023

A wild 7B parameter model that merges several models using the new task_arithmetic merge method from mergekit. List of merged models:NousResearch/Nous-Capybara-7B-V1.9 [HuggingFace

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