A Closer Look at ‘Fast or Better?’: Evaluating User Control in RAG
Author(s): Nikhilesh Pandey Originally published on Towards AI. Context What if large language models (LLMs) could dynamically adapt to user needs, balancing accuracy and cost in real time? This question lies at the heart of Retrieval-Augmented Generation (RAG), a promising approach to …
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 …
DeepSeek vs. ChatGPT — A Detailed Architectural and Functional Breakdown
Author(s): Veritas AI Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The Large Language Models have changed the face of Natural Language Processing by enabling machines to generate human-like copies of text, translate …
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 …
The Future of AI: One Giant or Many Titans?
Author(s): Ilyas Iyoob, PhD Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Right now, different large language models (LLMs) shine in different areas — one excels at coding, another at generating images, another …
Building a Self-Learning AI Marketing Agent with LangMem + LangGraph (Part 2)
Author(s): Reelfy Originally published on Towards AI. Building a Self-Learning AI Marketing Agent with LangMem + LangGraph (Part 2) Ensuring Consistency in AI-Generated Marketing Campaigns AI Agent Bot taking memory pills. As imagined by Dall-E 3 The Challenge: Creating a Consistent Brand …
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 …
Public Consultation on AI Strategy — Canada
Author(s): Cezary Gesikowski Originally published on Towards AI. Canada’s AI Strategy for Public Service: Balancing Innovation with Ethics This member-only story is on us. Upgrade to access all of Medium. Photo by Eric Prouzet on Unsplash Artificial intelligence (AI) rapidly transforms how …
Building AI-Powered Chatbots with Gemini, LangChain, and RAG on Google Vertex AI
Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. A Step-by-Step Guide to Configuring Google Vertex AI, Leveraging the Gemini API, and Integrating Knowledge Bases for Intelligent Conversational Applications Photo by …
Data Diagnostics: Transforming & Reducing Data for Smarter Insights
Author(s): Saif Ali Kheraj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Ever looked at a dataset and wondered, Where do I even start? The answer lies in understanding its distribution. Before jumping …
Build Your LLM Engineer Portfolio (Part 2): A 3-Month Roadmap
Author(s): Maxime Jabarian Originally published on Towards AI. From Zero to Hero: A step-by-step guide to building, refining, and showcasing a RAG portfolio to launch your career. This member-only story is on us. Upgrade to access all of Medium. Author’s Image — …
Addressing Concerns and Applying Policies for Responsible GenAI Usage
Author(s): Murat Girgin Originally published on Towards AI. Generative AI has revolutionized how businesses operate, offering unprecedented efficiency and automation. However, its rapid adoption has also raised concerns about data security, privacy, and ethical considerations. Organizations must establish clear and responsible AI …
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 …
Armor to the Expanding Virtual Universe: A Mental Health Monitoring System Addressing Escapism And Ptsd
Author(s): MSVPJ Sathvik Originally published on Towards AI. The entire digital universe has taken a great leap with the landing of augmented and virtual reality technologies(AR and VR). This astonishing metaverse in which users have 3D avatars to interact, connect, socialize, and …
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