🧠 I Used MCP for 3 months: Everything You Need to Know + 24 Best Servers. New Anthropic DTX Extensions
Author(s): Damien Berezenko Originally published on Towards AI. 🧠 I Used MCP for 3 months: Everything You Need to Know + 24 Best Servers. New Anthropic DTX Extensions Picture by author: Damien Berezenko This article covers: The MCP protocol basics, client config …
OLMo 2 vs Claude 3.5 Sonnet: A Head-to-Head AI Showdown
Author(s): Adi Insights and Innovations Originally published on Towards AI. The AI industry is divided between two powerful philosophies — Open-source democratization and proprietary innovation. OLMo 2(Open Language Model 2), developed by AllenAI, represents the pinnacle of transparent AI development with full …
The 10-Minute Setup That Gave My AI Agent Browser Superpowers
Author(s): Souradip Pal Originally published on Towards AI. Last week, I watched Claude take a screenshot of a website, fill out a contact form, and monitor console logs — all through a real browser. No APIs, no web scraping libraries, just pure …
Build Smarter AI Workflows with Gemini + AutoGen + Semantic Kernel
Author(s): MD Rafsun Sheikh Originally published on Towards AI. Source: https://medium.com/ai-simplified-in-plain-english/exploring-microsofts-autogen-framework-for-agentic-workflow-254b50620699 “Any sufficiently advanced technology is indistinguishable from magic.” — Arthur C. Clarke AI isn’t just about answering questions anymore — it’s about building smart agents that can collaborate, specialize, and solve …
Why Everyone Gets the “Essential AI Engineer Stack” Wrong
Author(s): Mayank Bohra Originally published on Towards AI. It’s not about the number of tools you know, it’s about the ones you use to build production systems.Image by Author Let’s be honest. The AI space moves faster than most of us can …
Labeling Cells with napari and Python: A Step-by-Step Guide for BioImage Analysis
Author(s): MicroBioscopicData (by Alexandros Athanasopoulos) Originally published on Towards AI. In this tutorial, we will go through a step-by-step guide on how to label cells using napari, an interactive multi-dimensional image viewer for Python, ideal for microscopy data. This hands-on guide is …
Needle in a Haystack: Understanding This Core Idea in Retrieval-Augmented Generation
Author(s): Edgar Bermudez Originally published on Towards AI. How a simple metaphor shapes the way we build and evaluate RAG systems. I recently heard someone that used the needle-in-a-haystack term to casually explain a RAG system. Hearing this made me think about …
From Reactive Scripts to Cognitive Colleagues: How Agentic AI Is Quietly Replacing White-Collar Workflows
Author(s): R. Thompson (PhD) Originally published on Towards AI. The 2025 AI Shift That’s Rewriting Business — One Autonomous Decision at a Time “The real question isn’t whether machines think, but whether men do.” — B.F. Skinner It’s 2:47 AM. A logistics …
Adaptive RAG: The Smart, Self-Correcting Framework for Complex AI Queries
Author(s): Sai Bhargav Rallapalli Originally published on Towards AI. Introduction: Why Adaptive RAG is a Game-Changer for AI Retrieval When you ask your AI assistant a question, have you ever wondered how it decides whether to answer quickly from its memory or …
LAI #82: MCP, Byte-Level LLMs, Vision Transformers, and the Week Backprop Finally Clicked
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts, This week’s issue zooms in on what happens when you go one layer deeper, whether it’s understanding MCP for smarter tool integrations, or hand-coding backprop to finally grasp …
Will AI Replace Humans?
Author(s): Parsa Kohzadi Originally published on Towards AI. AI won’t take your job, but someone who knows AI might! 🔗Available for non-Medium members here. 🌐 “Will AI replace humans?” That’s the question everyone’s been asking themselves lately. The short answer? No—AI won’t …
Building a Financial Report Retrieval System with LlamaIndex and Gemini 2.0
Author(s): Adi Insights and Innovations Originally published on Towards AI. Financial reports are critical for assessing a company’s health. They span hundreds of pages, making it difficult to extract specific insights efficiently. Analysts and investors spend hours sifting through balance sheets, income …
Corrective RAG: How to Build Self-Correcting Retrieval-Augmented Generation
Author(s): Sai Bhargav Rallapalli Originally published on Towards AI. Retrieval-Augmented Generation (RAG) has completely transformed how we build Large Language Model (LLM) applications. It gives LLMs the superpower to fetch external knowledge and generate context-rich answers. But here’s the problem →Traditional RAG …
Master Hyperparameter Tuning in Machine Learning
Author(s): Kuriko Iwai Originally published on Towards AI. Explore strategies and practical implementation on tuning an ML model to achieve the optimal performancePhoto by Scott Webb on Unsplash Hyperparameter tuning is a critical step in both traditional machine learning and deep learning …
Smart Doctors VS AI
Author(s): Parsa Kohzadi Originally published on Towards AI. 🔗Available for non-Medium members here. 🌐 Photo by National Cancer Institute on Unsplash In the 1990s, a doctor who said, “I don’t use computers” raised eyebrows.In 2025, a doctor who says, “I don’t use …
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