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

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

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

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

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

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.

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How to use Cursor for iOS development

How to use Cursor for iOS development

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.

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Using agents to breathe life into NPCs | by MichaelT Shomsky | Dec, 2024 | Medium

Using agents to breathe life into NPCs | by MichaelT Shomsky | Dec, 2024 | Medium

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

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Building my own Proof of Concept agent using Autogen 0.4

Building my own Proof of Concept agent using Autogen 0.4

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

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Using agents to breathe life into NPCs using CrewAI

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

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Automating CSV Analysis with CrewAI

Automating CSV Analysis with CrewAI

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

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Building Smarter APIs: A Guide to Integrating CrewAI with FastAPI

Building Smarter APIs: A Guide to Integrating CrewAI with FastAPI

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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Using agents to breathe life into NPCs using CrewAI — Initial Conversation Analysis

Using agents to breathe life into NPCs using CrewAI — Initial Conversation Analysis

Conversation Analysis using output from: Using Agents to Breathe life into NPCs using CrewAI *Analysis

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How Agentic Hybrid Search Creates Smarter RAG Apps

How Agentic Hybrid Search Creates Smarter RAG Apps

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

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Responsible Software Development with an Agentic AI Workforce

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

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

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

***(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

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

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

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

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

A Developer’s Roadmap to Getting Started with AI in 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

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10 Powerful Perplexity AI Prompts to Automate Your Marketing Tasks

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

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

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

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

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LangGraph : Tool calling Agents

LangGraph : Tool calling Agents

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

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Cline v3.1: A Cost-Effective Alternative to Cursor and Windsurf

Cline v3.1: A Cost-Effective Alternative to Cursor and Windsurf

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

💸 $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)

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

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

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

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

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

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

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100 AI Tools to Finish Months of Work in Minutes

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

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

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

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Why AI Agents are Good Software

Why AI Agents are Good Software

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

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Agentic Orchestration in Modular AI: Designing Systems That Evolve

Agentic Orchestration in Modular AI: Designing Systems That Evolve

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

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AI to Code Like Engineers by 2025, Predicts Zuckerberg

AI to Code Like Engineers by 2025, Predicts Zuckerberg

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

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6 AI Agents That Are So Good, They Feel Illegal

6 AI Agents That Are So Good, They Feel Illegal

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

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Building Graph RAG for structured and unstructured data.

Building Graph RAG for structured and unstructured data.

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

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

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

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

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Introducing Swark: Automatic Architecture Diagrams from Code

Introducing Swark: Automatic Architecture Diagrams from Code

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

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

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

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

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Which AI agent framework to use？Dify? LangChain? AutoGen? 9 Top used framework explained!

Which AI agent framework to use？Dify? LangChain? AutoGen? 9 Top used framework explained!

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

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

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

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

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Building AI-Powered Recommendation Systems in 2025!

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

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

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

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,

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Create AI Agent CRUD Application with PydanticAI: Step by Step

Create AI Agent CRUD Application with PydanticAI: Step by Step

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

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

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

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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Building RAG research Multi-Agent with LangGraph

Building RAG research Multi-Agent with LangGraph

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

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

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

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Performing Analytical Queries with LLMs

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

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

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

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How to Develop a Free AI Agent with Automatic Internet Search

How to Develop a Free AI Agent with Automatic Internet Search

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

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Build your own personalized Fitness RAG Agent using Python!

Build your own personalized Fitness RAG Agent using Python!

AI Agent | RAG Agent | Python | DSPy | Fitness Agent | Beginner-Friendly A complete and beginner-friendly guide to building your fully personalized Fitness RAG Agent with Python.

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Building Your Personal AI API with Spring Boot, Spring AI, and Google Gemini

Building Your Personal AI API with Spring Boot, Spring AI, and Google Gemini

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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Building Autonomous Multi-Tool Agents with Gemini 2.0 and LangGraph

Building Autonomous Multi-Tool Agents with Gemini 2.0 and LangGraph

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

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Let’s build a Text Analysis Pipeline with LangGraph Agents

Let’s build a Text Analysis Pipeline with LangGraph Agents

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

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

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

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

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

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

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Traditional vs. Generative AI for Sentiment Classification

Traditional vs. Generative AI for Sentiment Classification

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:

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

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

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

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How I built an agent with Pydantic AI and Google Gemini

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

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Building RAG for Product Recommendation using Google Gemini 2.0 API’s

Building RAG for Product Recommendation using Google Gemini 2.0 API’s

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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OpenAI Structured JSON Output With Adherence

OpenAI Structured JSON Output With Adherence

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

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

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

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

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

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

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

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

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

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

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6 Best AI Tools That Will Make You RICH In 2025

6 Best AI Tools That Will Make You RICH In 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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Crawl4AI: Unleashing Efficient Web Scraping

Crawl4AI: Unleashing Efficient Web Scraping

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

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Exploring DeepSeek Artifacts: Revolutionizing Front-End Code Generation

Exploring DeepSeek Artifacts: Revolutionizing Front-End Code Generation

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

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Exploring DeepSeek Version 3: A Technical Overview

Exploring DeepSeek Version 3: A Technical Overview

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

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

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

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

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

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

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

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Mastering CrewAI: Chapter 2— Flows

Mastering CrewAI: Chapter 2— Flows

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

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

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

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

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

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

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Building Projects With Chrome’s On-device AI

Building Projects With Chrome’s On-device AI

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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Comprehensive Guide to Crypto AI Trading Bots

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

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

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

(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,

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Mastering CrewAI: Chapter 3— Knowledge

Mastering CrewAI: Chapter 3— Knowledge

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

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Creating a Research Agent with AutoGen and Panel UI

Creating a Research Agent with AutoGen and Panel UI

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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Building a Custom AI Jira Agent

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

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

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

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

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PydanticAI — The NEW Agent Builder and Framework

PydanticAI — The NEW Agent Builder and Framework

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

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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

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

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

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Wren AI Text-to-SQL: API — the good stuff | by D | Medium

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

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Quickest Way to Learn AI in 2025

Quickest Way to Learn AI in 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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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

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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

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Codium’s Windsurf: The Best Cursor Rival

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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

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

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Introducing Microsoft’s Magentic-One Agentic Framework

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How Magnetic-One is Redefining Multi-Agent AI Systems

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

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

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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

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Building a multi agent system using CrewAI

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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

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Building an Agentic Financial Analyst with LangGraph and OpenAI

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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

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Building the Future: Develop Your Own Voice Assistant with LangGraph

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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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Complex SQL Joins with LangGraph and Waii

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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

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Design Considerations of Advanced Agentic AI for Real world Applications

Design Considerations of Advanced Agentic AI for Real world Applications

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

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

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LangGraph for Healthcare: A Comprehensive Technical Guide

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LangGraph Studio: Your first agent IDE

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

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LangGraph: The Future of Advanced Multi-Agent Workflows

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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

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

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

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

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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

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

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

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

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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

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

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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

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

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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

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Roadmap to Become an AI Engineer in 2025

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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

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

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

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

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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

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Building Autonomous Multi-Agent Systems with CrewAI

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

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

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

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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

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Top 5 AI Tools for iOS Developers

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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

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Claude 3.5 Haiku: Anthropic’s Speed Demon Gets a Brain Boost

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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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Will Bolt.new AI will replace v0.dev

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AI ToolsNot a Member? Read for FREE here.The world of w

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Build a Customer Support Assistant with Llama3.1

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Building Intelligent Test Automation with Gen AI (OpenAI APIs)

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

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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

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Microsoft GraphRAG v0.4.0

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What’s new with Claude Sonnet 3.5 & Claude 3.5 Haiku?

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First off, what is Claude? Claude is a language model created by Anthropic and it’s designed to help with tasks like answering quest

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

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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

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ChatGPT Vision Turns A Picture Into 1000 Words

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And How You Can Turn Those Words Into Business I’ve had this idea for nearly a decade. It all started when I was building websites, and a lodge owner sent me a thumb drive packed with almost

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

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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

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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

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

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New Gemini 1.5 FLASH Model: An Absolute Google Game Changer

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The Real Reason OpenAI Abandoned Next.js for Remix

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

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Intelli-agent: Langchain, CrewAI and AutoGen Compared

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

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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

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

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

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Artifacts: Top Mindblowing uses of Claude 3.5 Sonent

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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

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Large Language Models Just Got A Whole Lot Smaller

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

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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

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

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

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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

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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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Google Releases Gemma — A Lightweight And Open Source Model

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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

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Claude 3.5 Sonnet (New): Pioneering the Future of AI with Computer Control Capabilities

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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

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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

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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

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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

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

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