Beyond Basic RAG: A Practical Guide to Advanced Indexing Techniques
Author(s): Saif Ali Kheraj Originally published on Towards AI. https://en.wikipedia.org/wiki/Retrieval-augmented_generation#/media/File:RAG_diagram.svg Retrieval Augmented Generation (RAG) has become the go to approach for building AI systems that can access and reason over large document collections. But here is the reality most developers face: basic …
GANs: How AI Creates Images from Noise
Author(s): Aditya Gupta Originally published on Towards AI. We all love pranks right. Think of a friend that you like to prank. The first time you prank them it works, you get a few laughs and maybe they get annoyed. The next …
I Built an AI Newsletter Generator That Writes Itself — Using Ollama’s New Web Tools
Author(s): Taha Azizi Originally published on Towards AI. How I automated weekly AI research, curation, and reporting with a few hundred lines of code I used to spend hours every week reading TechCrunch, The Verge, and LinkedIn posts just to stay current …
Can Local AI Keep Up with the Cloud? I Tested 8 Models on Clinical Data
Author(s): Marie Humbert-Droz, PhD Originally published on Towards AI. I ran OpenAI, Anthropic, and local models head-to-head on clinical note extraction. Here’s what I found. After setting up my local clinical abstraction agent and testing its ability to call tools, I wanted …
“Smart Hiring with GenAI: Evaluating Leadership and Cultural Fit”
Author(s): Alok Lamech Originally published on Towards AI. Smart Hiring with GenAI: Evaluating Leadership and Cultural Fit “Imagine a panel interviewing a candidate for a senior product role. The candidate shares a story about resolving team conflict. Using the GenAI tool, the …
Why Interdependent Generations Are the Secret to AI Scaling Breakthroughs
Author(s): Vikram Lingam Originally published on Towards AI. Why Interdependent Generations Are the Secret to AI Scaling Breakthroughs Imagine generating a dozen answers to the same question all at once, but instead of them clashing like awkward strangers at a party, they …
Struggling with AI Prompts? Here’s How to Get Accurate Outputs Every Time
Author(s): AIverse Originally published on Towards AI. Struggling with AI Prompts? Here’s How to Get Accurate Outputs Every Time Ever wondered why some people are making best use of AI while others are struggling to figure out how. No, the problem is …
IBM’s Granite-4.0 Fine-Tuning Made Simple: Create Custom AI Models with Python and Unsloth
Author(s): Krishan Walia Originally published on Towards AI. Granite-4.0 could be the model you have been looking for. Learn to fine-tune it for all your needs! That’s exactly what fine-tuning does. Instead of forcing a general-purpose model to fit every scenario, fine-tuning …
Don’t Panic, Why AI Can’t Replace You
Author(s): AIVerse Originally published on Towards AI. Don’t Panic, Why AI Can’t Replace You These days, everyone worries: “Will AI take my job?” The truth is, there’s a lot of hype around AI. Big companies are spending billions on AI, and tech …
The $200 AI Browser That Freaked Out Google Is Now Free — Here’s Why It Matters
Author(s): Muhammad Saeed Originally published on Towards AI. Perplexity’s Comet isn’t just another browser. It’s a bold, aggressive play to redefine our relationship with the internet, and it represents the first real existential threat to Google’s search empire. Introduction: The Shot Heard …
6 Next-Gen Python Libraries Redefining Coding in 2025
Author(s): Rachit Originally published on Towards AI. 6 Next-Gen Python Libraries Redefining Coding in 2025 If you’ve used Pandas, you know how easy it makes data analysis — until your dataset grows and your CPU starts gasping for air. The article explores …
The Two Faces of Forecasting
Author(s): DrSwarnenduAI Originally published on Towards AI. Why Amazon’s $469B Supply Chain Split the Problem in Half (And Why Your Company Should Too) The Mathematical Revolution That Transformed Chaos Into Coordination Picture this: You’re in a boardroom. The CFO demands next quarter’s …
Why the Trillion-Dollar AI Bubble Could Ruin Your Future
Author(s): Vikram Lingam Originally published on Towards AI. Why the Trillion-Dollar AI Bubble Could Ruin Your Future Imagine pouring trillions into a gold rush, only to watch most diggers come up empty handed while a few strike it rich beyond dreams. That’s …
Multimodal AI: The New Era of AI that Understands Text, Images, Audio, and More
Author(s): Rohan Mistry Originally published on Towards AI. Multimodal AI: The New Era of AI that Understands Text, Images, Audio, and More This is not science fiction anymore. It’s the promise of multimodal AI — systems that can weave together text, images, …
I Built 300 AI Agents and Survived 5 Startups. Here’s the Brutal Truth About AI Agents
Author(s): DefineCode Originally published on Towards AI. Let me start with a confession. AI agents are not magic. They’re fragile, moody, and more like interns on caffeine than employees who get things done. And yet — I’ve built over 300 agents across …
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