RAG Research Paper Explained: Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Author(s): Aman Agrawal Originally published on Towards AI. RAG Research Paper Explained: Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Step Inside the World of RAG for a Detailed Breakdown of Its Core Components and Advanced Fine-Tuning Strategies RAG is one of the most …
Organise Photo Dumps With AI: Face Recognition & Reverse Image Search
Author(s): Tapan Babbar Originally published on Towards AI. Source: Giphy Have you ever been handed a party photo dump so massive that scrolling through it feels like running an endless marathon of blurry dance moves, awkward smiles, and random shoes? It leaves …
Learning Transformers: Code, Concepts, and Impact
Author(s): Aditya Kumar Manethia Originally published on Towards AI. Photo by Taton Moïse on Unsplash Introduction The paper “Attention is All You Need” (Vaswani et al.,2017) introduced the Transformer architecture, a model that revolutionized NLP by completely discarding the standard Recurrent Neural …
How to Build Your First VS Code Extension
Author(s): Ganesh Bajaj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Visual Studio Code is one of the most popular IDE for developers. In VS Code, Extensions are add-ons that enhance or extend …
Explainable Clustering — The Introduction of Recursive Embedding and Clustering and its Application
Author(s): Yuki Shizuya Originally published on Towards AI. The explainable clustering method overview Recently, I read an interesting article from Spotify titled “Recursive Embedding and Clustering.” According to the blog, Spotify developed an explainable clustering method and utilizes this technique to research …
Combating Misinformation with Responsible AI: A Fact-Checking Multi-agent Tool Powered by LangChain and Groq
Author(s): Vikram Bhat Originally published on Towards AI. Learn how LangChain and Groq can power a robust solution to verify claims, analyze sentiment, and promote ethical AI practices. This member-only story is on us. Upgrade to access all of Medium. Image generated …
Attention is all you need: How Transformer Architecture in NLP started.
Author(s): Surya Maddula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Original Paper: Attention is all you need. AI-Generated Image This was THE paper that introduced Transformer Architecture to NLP. This transformative concept …
AI in Medical Imaging: A Life-Saving Revolution or Ethical Minefield?
Author(s): Mukundan Sankar Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Accuray on Unsplash Artificial intelligence (AI) is shaking up all aspects of how we do anything, including the very core …
#56 Let’s Start the Year With LLM Fundamentals and Emerging Trends!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! We are starting the new year strong with discussions on LLM basics like transformers and neural networks and emerging techniques such as fine-tuning, agents, and RAG. You can …
#54 Things are never boring with RAG! Vector Store, Vector Search, Knowledge Base, and more!
Author(s): Towards AI Editorial Team Originally published on Towards AI. This week, we dive into our beloved RAG, but all new things. This week’s resources focus a lot on how to make RAG work for you and what you need for it. …
Recent Posts
