Agentic RAG: Mastering Document Retrieval with CrewAI, DeepSeek, and Streamlit
Author(s): Vikram Bhat Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image generated using napkin.ai In my previous blog, I explored building a Retrieval-Augmented Generation (RAG) chatbot using DeepSeek and Ollama for privacy-focused …
Quantum AI Computing
Author(s): Mirko Peters Originally published on Towards AI. Explore the fascinating world of quantum computing, its groundbreaking technology, and how it stands to revolutionize our understanding of reality. We’ll delve into its core concepts like cubits, superposition, and entanglement, presenting easy-to-understand analogies …
Arbitration for AI: A New Frontier in Governing Uncensored Models
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. AI Justice League: When models go wild, arbitration calls for backup! Hey there, future AI whisperers and digital dynamos! Dr. Sewak here, your friendly neighborhood AI researcher, and today we are diving deep …
Fine-Tuning vs Distillation vs Transfer Learning: What’s The Difference?
Author(s): Artem Shelamanov Originally published on Towards AI. What are the main ideas behind fine-tuning, distillation, and transfer learning? A simple explanation with a focus on LLMs. This member-only story is on us. Upgrade to access all of Medium. Fine-tuning vs distillation …
#63: Full of Frameworks: APDTFlow, NSGM, MLFlow, and more!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we are introducing new frameworks through hands-on guides such as APDTFlow (addresses challenges with time series forecasting), NSGM (addresses variable selection and time-series network modeling), and …
Vector Databases 101: A Beginner’s Guide to Vector Search and Indexing
Author(s): Afaque Umer Originally published on Towards AI. Vector Databases 101: A Beginner’s Guide to Vector Search and Indexing Photo by Google DeepMind on Unsplash Introduction Alright, folks! Ever wondered how search engines find that one perfect cat meme out of a …
AI Agent Developer: A Journey Through Code, Creativity, and Curiosity
Author(s): Talha Nazar Originally published on Towards AI. Image By Author Artificial Intelligence (AI) agents are no longer just science fiction — they’re transforming industries, automating mundane tasks, and solving complex problems that were once thought impossible. From virtual assistants like Siri …
AlphaGeometry2: A Deep Dive into a Gold-Medalist AI Geometry Solver
Author(s): Jesus Rodriguez Originally published on Towards AI. I recently started an AI-focused educational newsletter, that already has over 175,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. The goal is …
Why you should try RAG before Finetuning a LLM?
Author(s): Stefan Silver Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image 1: RAG or Finetuning? While many use cases that can be solved using LLMs like ChatGPT don’t need any extra information …
DeepSeek AI — Beginner’s Guide
Author(s): M. Haseeb Hassan Originally published on Towards AI. Part 3 of 3 DeepSeek AI operates successfully at a time when Artificial Intelligence is driving fast sectoral transformations. The DeepSeek AI model is an advanced artificial intelligence model that performs complicated natural …
The AI Growth Playbook: How Startups Are Quietly 10X-ing with AI (And How You Can Too)
Author(s): Mukundan Sankar Originally published on Towards AI. The startup game isn’t about great ideas anymore — it’s about execution. Learn how AI-powered startups are scaling faster, smarter, and more profitably. This member-only story is on us. Upgrade to access all of …
From Training Language Models to Training DeepSeek-R1
Author(s): Akhil Theerthala Originally published on Towards AI. Reasoning Models #1 — An overview of trainingFrom RNNs to LLMs, a comprehensive overview of how training regimes changed. This member-only story is on us. Upgrade to access all of Medium. You probably already …
Copyright Policies for AI-Generated Content: The Global Landscape
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Copyrighting the Clones: Is AI the Future Picasso or Just a Fancy Photocopier? Let’s come straight to the point and kick things off with a place you know pretty well — good ol’ …
DeepSeek AI — A Technical Overview
Author(s): M. Haseeb Hassan Originally published on Towards AI. Part 2 of 3 Generative AI technologies dramatically developed in recent years because of large language models GPT-4, Claude, and Gemini which pushed the limits of artificial intelligence systems. The development of artificial …
Quick Start Robotics and Reinforcement Learning with MuJoCo
Author(s): Yasin Yousif Originally published on Towards AI. A starter tutorial of its basic structure, capabilities, and main workflow Images are rendered from xml source in menagerie repo under BSD-3-Clause for Trossen, and Apache license for Franka and Apptronik MujoCo is a …
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