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Going Beyond Zero/Few-Shot: Chain of Thought Prompting for Complex LLM Tasks
Author(s): Abhinav Kimothi Originally published on Towards AI. Source : Image generated by author using Yarnit It is quite astonishing how Large Language Models or LLMs (GPT, Claude, Gemini etc.) have captured the world’s imagination. It’s a powerful technology that can tackle …
RAG in Production: Chunking Decisions
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Prototype to Production; All about chunking strategies and the decision process to avoid failures Different domains and types of queries require different chunking strategies. A flexible chunking approach allows the RAG …
Volga — Open-source Feature Engine for real-time AI — Part 2
Author(s): Andrey Novitskiy Originally published on Towards AI. This is the second part of a 2-post series describing Volga’s architecture and technical details. For motivation and the problem’s background, see the first part. Volga river TL;DR Volga is an open-source real-time feature …
Volga — Open-source Feature Engine For Real-time AI — Part 1
Author(s): Andrey Novitskiy Originally published on Towards AI. This is the first part of a 2-post series describing the background and motivation behind Volga. For technical details, see the second part. Volga river TL;DR Volga is an open-source, self-serve, scalable data/feature calculation …
Getting Started with OpenAI: The Lingua Franca of AI
Author(s): Abhinav Kimothi Originally published on Towards AI. Image generated using Yarnit AI by the author 30th November, 2022 will be remembered as the watershed moment in artificial intelligence. OpenAI released ChatGPT and the world was mesmerised. Interest in previously obscure terms …
How to Actually Make Viral AI Cat Shorts|$100,000/month
Author(s): Meng Li Originally published on Towards AI. Best Practices for ChatGPT Image Editing in 2024Screenshot of Meng Li The recent explosion in popularity of AI-generated cat drama shorts. Let’s look at an account that makes AI cat videos with millions of …
How I Build My App in Minutes Using Tasking AI — Open Source
Author(s): Gao Dalie (高達烈) Originally published on Towards AI. This video is the ultimate beginner’s guide to using the brand-new Open-source Tasking AI to build applications and a powerful LLM Chatbot. I will explain how to use Claude 3 and Mistral large …
Face Off: Practical Face-Swapping with Machine Learning
Author(s): Aliaksei Mikhailiuk Originally published on Towards AI. Image generated with SDXL I first laid my hands on the face-swapping at Snap, working on a face swap lens. Diving deep into the subject, I have realized that there is a myriad of …
7 Pandas Hacks That Every AI Expert Should Know
Author(s): Gencay I. Originally published on Towards AI. Unlock AI & Data Science Mastery with Top Pandas HacksCreated with Abidin Dino AI, to reach it, consider being Paid subscriber to LearnAIWithMe, here “In the age of artificial intelligence, being smart will mean …
RAG for Beginners
Author(s): Omer Mahmood Originally published on Towards AI. Learn about Retrieval-Augmented Generation (RAG) and how it’s used in Generative AI applicationsPhoto by Glen Noble on Unsplash If you’re a regular subscriber, or you found your way here from my last GenAI fundamentals …
This AI newsletter is all you need #93
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie The ongoing race between open and closed-source AI has been a key theme of debate for some time, as has the increasing concentration of …
GPT-4 in a Cancer Center: Challenges and Lessons from Dana-Farber’s Deployment
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. HealthCare Generative AI and Production Hiccups — welcome! Artificial intelligence (AI) has woven its way into the fabric of healthcare over the past few decades, evolving from basic predictive models to …
Python Tutorial Detecting a Brain Tumor with AI
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. Brain Tumor I. Bringing in the Data II. Train-Test III. Validation IV. Metrics (Confusion Matrix, Sensitivity, Specificity) I. Bringing in the Data I used Google Colab as my editor. Using Python, type this in …
Microsoft’s $100 Billion Scientific Gamble
Author(s): Vincent Carchidi Originally published on Towards AI. Source: Joel Filipe on Unsplash. Microsoft’s Stargate project with OpenAI is premised on a potentially costly misunderstanding of how science works. By Vincent J. Carchidi Supercomputers and Scaling Laws: The Hope of Emergent Abilities …
Sora AI: Unraveling Sora’s Architecture and Working Intuitively!
Author(s): Prashant Kalepu Originally published on Towards AI. Here comes a new AI again. The Sora AI by OpenAI. A new text-to-video generative AI model has gained lots of interest and focus during the past few days. Photo by Ryan Snaadt on …
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