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Topic Modeling on Customer Reviews using BERTopic and Llama2
Author(s): Boris Dorian Da Silva Originally published on Towards AI. Topic Modeling on Customer Reviews using BERTopic and Llama2 A Quick Guide to Creating Interpretable Topics from Customer Reviews with BERTopic and Llama2 using Ollama. Image by playground.com Introduction No matter the …
A Complete Noobs Guide to Vector Search, Part 1
Author(s): Harpreet Sahota Originally published on Towards AI. Photo by Scott Graham on Unsplash If you randomly ended up on this blog, let me give you a bit of context. I’m writing a book on Retrieval Augmented Generation (RAG) for Wiley Publishing, …
Understanding Convolutional Neural Network (CNN) — A Guide to Visual Recognition in the AI Era
Author(s): Sanket Rajaram Originally published on Towards AI. Understanding Convolutional Neural Network (CNN) — A Guide to Visual Recognition in the AI Era This article will help you understand the application of conventional artificial neural networks to visual recognition problems. We’ll understand …
Exploration of CDFs: Their Applications in Data Science
Author(s): Ghadah AlHabib Originally published on Towards AI. Image generated by ChatGPT Introduction to CDFs Cumulative Distribution Functions (CDF) are functions that represent the probability of a random variable X that takes on a value less than or equal to a specific …
Setting Up Your Qdrant Vector Database
Author(s): Harpreet Sahota Originally published on Towards AI. Photo by Andrew Ruiz on Unsplash If you randomly ended up on this blog, let me give you a bit of context. I’m writing a book on Retrieval Augmented Generation (RAG) for Wiley Publishing, …
Snowflake‘s New LLM is Open Source and Built for the Enterprise
Author(s): Jorge Alcántara Barroso Originally published on Towards AI. Snowflake’s New Arctic LLM is Open Source and Built for Enterprise 𝐖𝐡𝐚𝐭 𝐀𝐈 𝐖𝐢𝐧𝐭𝐞𝐫? ❄ A new chill model is breaking the ice this spring: Snowflake’s Arctic is served mixed, cool, and open-source …
Learn AI Together — Towards AI Community Newsletter #21
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, the community has several exciting events, collaboration opportunities, and projects. We are also close to releasing a few amazing resources and need your help in the …
Top Important LLM Papers for the Week from 15/04 to 21/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Meta LLAMA 3 — Most Capable Open LLM
Author(s): M. Haseeb Hassan Originally published on Towards AI. A New Powerful Open-Source LLM Model by Meta AI Meta AI is now even more powerful — thanks to the integration of Llama 3, the next-generation intelligent assistant. This cutting-edge tool empowers users …
Introduction of Neural Style Transfer – A Pioneer in Generative AI
Author(s): Vincent Liu Originally published on Towards AI. Image source: Photo by Vojtech Bruzek on Unsplash (2nd image) Q: What can we do with Neural Style Transfer (NST)? A: Combine multiple images into one by inheriting the content and style from separated …
Top Important Computer Vision Papers for the Week from 15/04 to 21/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
This AI newsletter is all you need #96
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie We are glad to say this was a week for Open-Source AI and small LLMs, with the release of LLama 3 by META and …
Prompt Engineering Best Practices: Building Chatbots
Author(s): Youssef Hosni Originally published on Towards AI. Prompt Engineering for Instruction-Tuned LLMs One of the compelling aspects of utilizing a large language model lies in its capacity to effortlessly construct a personalized chatbot and leverage it to craft your very own …
Unraveling the Web: Navigating Databases in Web Technology
Author(s): Bhavesh Agone Originally published on Towards AI. Data is the foundation of how today’s websites and apps function. Items in your shopping carts, comments on all your posts, and changing scores in a video game are examples of information stored somewhere …
Why does ChatGPT use “Delve” so much? Mystery Solved.
Author(s): Hesam Sheikh Originally published on Towards AI. ChatGPT overuses the word “Delve”. It has to do with the way ChatGPT was built.Photo by Jonathan Kemper on Unsplash The mystery of why ChatGPT frequently uses the word “delve” (one of the 10 …
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