AutoGen, AG2, and Semantic Kernel: Complete Guide
Author(s): Naveen Krishnan Originally published on Towards AI. 🚀Deep Dive into AutoGen (0.2 & 0.4), AG2, and Semantic Kernel — Exploring Agent Architecture, Chats using all Frameworks, and More 🤖 Image generated using Microsoft Designer 1. Introduction As AI (Artificial Intelligence) is …
#59: The Agentic AI Era, Smolagents, and a “Gatekeeper” Agent Prototype
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! As you already know, we recently launched our 8-hour Generative AI Primer course, a programming language-agnostic 1-day LLM Bootcamp designed for developers like you. We also have a …
Sleepless Nights: A Statistical Look at Modern Sleep Patterns
Author(s): Daksh Trehan Originally published on Towards AI. A Statistical Journey Into the Factors That Shape Our Sleep They say the best cure for sleepless nights is to count sheeps. But for some of us, the sheeps are too busy scrolling social …
Cache-Augmented Generation (CAG) vs Retrieval-Augmented Generation (RAG)
Author(s): Talha Nazar Originally published on Towards AI. Cache-Augmented Generation (CAG) vs Retrieval-Augmented Generation (RAG) — Image by Author In the evolving landscape of large language models (LLMs), two significant techniques have emerged to address their inherent limitations: Cache-Augmented Generation (CAG) and …
The Agentic AI Era: A Primer
Author(s): Kaush B Originally published on Towards AI. GenAI, Agentic AI, Advanced AI Photo by Marija Zaric on Unsplash Content Introduction to Holistic Intelligence (HI) What are AI Agents? Types of AI Agents AI Agent Architecture: Topologies Enterprise AI Agents: Characteristics and …
#58 Can We Use One Big Model To Train Smaller Models?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we explore LLM optimization techniques that can make building LLMs from scratch more accessible with limited resources. We also discuss building agents, image analysis, large concept …
Six Books That Changed My Attitude to Managing Engineering Teams
Author(s): Dr. Aliaksei Mikhailiuk Originally published on Towards AI. Save Time, Boost Your Leadership Skills, and Build Happy and Winning Teams! This member-only story is on us. Upgrade to access all of Medium. Image generated with Imagen3-fast by the Author. Nobody wants …
Revolutionizing AI with Jamba: The Cost-Effective Game-Changer for Long Contexts
Author(s): Rohit Sharma Originally published on Towards AI. If you think all LLMs are the same — think again. Every time I find something new when I deep dive into a new framework! I’ve been of late experimenting with Jamba and as …
Advanced Hallucination Mitigation Techniques in LLMs – RAG, knowledge editing, contrastive decoding, self-refinement, uncertainty-aware beam search
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Advanced Hallucination Mitigation Techniques in LLMs: Beyond RAG to a World of Riches Stuck in the RAG rut? Break free and discover other innovative and powerful techniques like knowledge editing, contrastive decoding, self-refinement, …
#57 Are LLMs Really the Magical Fix for All Your Problems?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! When we launched our ‘Beginner to Advanced LLM Developer Course,’ many of you asked if you were late to the AI Wagon. Well, I feel the LLM revolution …
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