Introduction to RAG: Basics to Mastery.2-Hybrid RAG, Combining Semantic & Keyword Search for Better Retrieval
Author(s): Originally published on Towards AI. Part 2 of the mini-series introduction to RAG Introduction In Article 1, we built a basic local RAG pipeline using embeddings and a vector database.While semantic search is powerful, it can sometimes miss results that contain …
Why a $1.2M AI Project Failed (And How to Avoid the Same Mistake)
Author(s): Originally published on Towards AI. I spent 2 hours recently reviewing quarterly AI project reports. Demo after demo looked impressive. Business cases appeared compelling. Success metrics seemed strong. Then someone asked about operational costs. As one engineering leader recently shared on …
12 MCP Servers You Can Use in 2025
Author(s): Kalash Vasaniya Originally published on Towards AI. Bridging LLMs to Data, Tools, and ServicesSource: From AI-Generated If you’re not a member but want to read this article, see this friend link here. MCP (Model Context Protocol) is rapidly becoming the de …
2025’s Biggest AI Shocks: 4 Breakthroughs That Changed Everything
Author(s): Parsa Kohzadi Originally published on Towards AI. The old rules broke. AI moved from assistant to infrastructure, changing how we build, create, and govern. These four shifts explain everything. 🔗Available for non-Medium members here. 🌐 In 2025, artificial intelligence didn’t just …
Debiasing Vector Embeddings: The First Step Toward Fair AI
Author(s): Sanket Rajaram Originally published on Towards AI. Imagine building a machine learning model that performs with excellent accuracy, only to discover it subtly favors certain groups over others. You check your data, clean your features, even tune your hyperparameters — but …
The Ultimate Guide to MCP Servers — Finally, a Way to Supercharge Your AI
Author(s): Subhadip Saha Originally published on Towards AI. Most AI Setups Fall Short — Here’s the Bulletproof Server Strategy Top Devs Use to Stay Fast, Scalable, and Smart.Image generated with AI, for blog use only Picture this: you’re sitting at your desk, …
Advanced mod_rewrite in Action: Real-World Scenarios and Optimization Techniques#3
Author(s): Dr.Ahmed Gamal Originally published on Towards AI. known serious Apache Our brains are wired for patterns. We crave structure, clarity, and a sense of control-especially when navigating the wild world of web development. If you’ve ever stared at a tangle of …
Autonomous Horizons: How AI is Steering the Next Generation of Transportation
Author(s): Yuval Mehta Originally published on Towards AI. Photo by Gabriele Malaspina on Unsplash Artificial intelligence (AI) has advanced from a theoretical concept to a revolutionary force in a variety of industries, with the automobile sector at the vanguard. AI is transforming …
7 AI Agent Tools for n8n You MUST Have
Author(s): Kalash Vasaniya Originally published on Towards AI. n8n AI agents are revolutionizing how we automate.Source: From https://n8n.io/ If you’re not a member but want to read this article, see this friend link here. They assist us in creating sophisticated workflows that …
My AI Journey: The Tools That Opened Each Door
Author(s): Sophia Banton Originally published on Towards AI. Steve Jobs once said, “Technology is nothing. What’s important is that you have a faith in people, that they’re basically good and smart, and if you give them tools, they’ll do wonderful things with …
Claude’s Full System Prompt Leaked: 24,000 Tokens of Hidden Instructions Exposed
Author(s): MKWriteshere Originally published on Towards AI. “Why does my Claude chat hit the limit so quickly?” This question echoes across forums as users struggle with the AI assistant’s seemingly arbitrary constraint Claude is the best for creative writing, and it has …
Regression vs Classification in Machine Learning — Why Most Beginners Get This Wrong | M004
Author(s): Mehul Ligade Originally published on Towards AI. Regression vs Classification in Machine Learning — Why Most Beginners Get This Wrong | M004 If you’re learning Machine Learning and think supervised learning is straightforward, think again. The moment you start building your …
LAI #75: Generative AI vs. Agentic AI vs. AI Agents
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts, This week’s issue dives into where the field is heading — beyond generation, toward autonomy and better error awareness. We’re starting with a breakdown of the increasingly fuzzy …
5 Common Myths About AI — And the Truth Behind Them
Author(s): Poojan Vig Originally published on Towards AI. Artificial intelligence is now writing poems, crafting stunning art, and even attempting stand-up comedy: “Why did the AI become a musician? Because it loved working with algo-rhythms!” Alright, maybe AI won’t headline a comedy …
Master the LLM Stack in 60+ hours — learn, code, ship, and certify
Author(s): Towards AI Editorial Team Originally published on Towards AI. Over the past two years, we’ve helped teams design and deploy real-world LLM systems — RAG pipelines, copilots that actually reduce load, PoCs that became products, and cut down hallucinations. One year …
Recent Posts
