Speech-To-SQL Using OpenAI’s Whisper and Ollama (Llama3)
Author(s): Tapan Babbar Originally published on Towards AI. Source: 10points Gryffindor Richard Harris GIF by blue_elephant on Tenor I was rewatching the Harry Potter series and kept wondering: teachers and prefects were deducting points from houses left and right! But do they …
Quantile Random Forests: Predicting Beyond the Mean
Author(s): Sanjay Nandakumar Originally published on Towards AI. Photo by Marcel Eberle on Unsplash “An approximate answer to the right problem is worth a good deal more than an exact answer to an approximate problem.” John Tukey Table of contents Introduction What …
A Comprehensive Guide to Vector Stores in Generative AI
Author(s): Mdabdullahalhasib Originally published on Towards AI. Understand the concept of Vector Store, Importance & Use Cases, Various Vector Store provides, and implementation with LangChain This member-only story is on us. Upgrade to access all of Medium. Source: Photo by Bozhin Karaivanov …
Is GPT-4 Worth the Price? See the 8 Lessons I learned while I Spent Over $5 For A Single Blog Post
Author(s): Mukundan Sankar Originally published on Towards AI. Why You Don’t Always Need GPT-4: A Guide to Smarter, Cheaper AI Use This member-only story is on us. Upgrade to access all of Medium. Photo by D koi on Unsplash AI is incredible, …
MLFlow Series 01: RAG Evaluation with MLFlow
Author(s): Ashish Abraham Originally published on Towards AI. A definitive guide to evaluating RAG using MLFlow This member-only story is on us. Upgrade to access all of Medium. Image By Author (Generated By AI) For a long time, I have been thinking …
#46 Why Can’t We Just Remove All Bias in AI?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! An interesting ongoing discussion in the community is around bias in AI. Currently, we are very close to releasing the most comprehensive practical LLM Python developer course out …
Learning Anything with AI: The Power of Socratic Questioning
Author(s): Kamran Khan Originally published on Towards AI. Is AI the New Socrates? This member-only story is on us. Upgrade to access all of Medium. Photo by Jonathan Kemper on Unsplash I have always been fascinated to see how questions lead us …
Multilingual Emotion Recognition — Full Experimental Report
Author(s): Lorenzo Pozzi Originally published on Towards AI. Humans are quite good in recognizing each other emotions. We evolved to do the best we can to maximize our social bonds and increase the chance of survival in the wild. Nowadays, this component …
An AI Agent to Replace Prompt Engineers
Author(s): Adam Ben Khalifa Originally published on Towards AI. Let’s build a multi-agent system that automates the prompt engineering process and transforms simple input prompts into advanced ones, aka. An Advanced Prompt Generator! We will see the idea behind this solution, the …
Revolutionize How You Handle PDFs: Use AI for Instant Summaries, Audio, and Q&A — Save Hours Today!
Author(s): Mukundan Sankar Originally published on Towards AI. How AI Saved Me Hours: Turning Long PDF Documents Into Quick Summaries, Audio, and Instant Q&A This member-only story is on us. Upgrade to access all of Medium. Before and after of using AI …
Unlocking the Power of Chatting with Code: Revolutionizing Codebase Understanding and Developer Productivity👨🏽💻🚀
Author(s): Rohit Sharma Originally published on Towards AI. Unlocking the Power of Chatting with Code: Revolutionizing Codebase Understanding and Developer Productivity👨🏽💻🚀 Imagine diving into a new codebase without having to sift through endless lines of code, documentation, or relying on colleagues for …
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting
Author(s): Reza Yazdanfar Originally published on Towards AI. Time Series Time series is crucial in different fields, for example, in finance, accurate time series forecasting helps in stock market predictions and risk management, enabling better investment decisions! Time series forecasting in easy …
Key Insights and Best Practices on Instruction Tuning
Author(s): Florian June Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Recently, I’ve been involved in projects related to instruction tuning for large language models(LLMs). I felt it was time to summarize some …
Everything You Need to Know About Chunking for RAG
Author(s): Anushka sonawane Originally published on Towards AI. Everything You Need to Know About Chunking for RAG Credits Remember learning your first phone number? You probably broke it into smaller pieces — not because someone told you to, but because it was …
Stop Oversampling: Why You Should Avoid It
Author(s): Davide Nardini Originally published on Towards AI. The Obscure Dangers of Oversampling: the study that kills the oversampling family techniques This member-only story is on us. Upgrade to access all of Medium. Picture of Cauayan Island Resort on Unsplash In Machine …
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