Towards Faster Research: Consolidating Knowledge With RAG
Author(s): Alden Do Rosario Originally published on Towards AI. If you are in the world of research, have you ever wondered how cool it would be to have all the answers AND your research knowledge at your fingertips? That’s exactly what Retrieval-Augmented …
Direct Uses of Large Language Models in Modern Science and Technology
Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. An overview plus examples from the public and private sectors applying cutting-edge LLMs to research and developmentImage composed by the author from free screenshots and Dall-E-3 generations. All other figures of this …
Full-Stack Data Scientist?
Author(s): Kelvin Lu Originally published on Towards AI. Photo by CDC on Unsplash The Data Scientist Show, by Daliana Liu, is one of my favorite YouTube channels. Unlike many other data science programs that are very technical and require concentration to follow …
How to Make Your Data Science Application Stand Out
Author(s): Egor Howell Originally published on Towards AI. These will increase your chances of landing that first Data Scientist role!Image created by author. Nowadays, many people want to be a data scientist. It’s a pretty cool job where you build algorithms, carry …
I Compared PEFT-Lora vs Full Fine-Tune on Open AI’s Whisper
Author(s): Tim Cvetko Originally published on Towards AI. An experiment adjourning for the effectiveness of LoRA on LLM The need for increasingly domain-applicable LLMs is causing a turmoil of advances to surpass the limitations of the truly “large” language models. At the …
My GPT-4 Prompting Methods: The Why And How For Data Visualization
Author(s): John Loewen, PhD Originally published on Towards AI. My methods of using GPT-4 to optimize my data visual workflow For the past 6 months, I have been a heavy daily GPT-4 user. I know it makes me sound like an addict, …
Calendar AI | Tutorial for Building Custom ChatGPT with Google and Notion Integrations
Author(s): Nikita Kiselov Originally published on Towards AI. Develop your personal time-management AI. Detailed guide about integrating GPTs with Google Calendar and Notion using custom actions. No third-party apps are required, and full control over API.Image generated by the DALLE U+007C Calendar …
Streamlit Simplicity: My Single GPT-4 Prompt for An Interactive Dashboard
Author(s): John Loewen, PhD Originally published on Towards AI. Refining my prompting methodology to make your life easierDall-E image: An impressionist painting of a dashboard hovering above a farmer’s field. Lately, I have been all up in GPT-4’s face with prompts to …
A Glimpse at What Computing Could Look Like in The Future
Author(s): Andrew Akhigbe Originally published on Towards AI. Could augmented and virtual reality (AR/VR) headsets eventually replace mobile phones?Photo by Igor Omilaev on Unsplash Finally! a tech that we can actually get excited about. We’ve all seen how the telephone has grown …
Learn AI Together — Towards AI Community Newsletter #11
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! This week, I sat down with Tina Huang, the visionary behind the Lonely Octopus platform and a YouTube channel with over 600,000 subscribers. With her unique blend …
AI Models for Document Summarization
Author(s): Poornachandra Sarang Originally published on Towards AI. Everything you need to know to create a succinct summaryPhoto by Gabrielle Henderson on Unsplash Ever wonder what kind of abilities are needed to write a book’s blurb? When making a purchase, a consumer …
AI Models for Document Summarization
Author(s): Poornachandra Sarang Originally published on Towards AI. Everything you need to know to create a succinct summaryPhoto by Gabrielle Henderson on Unsplash Ever wonder what kind of abilities are needed to write a book’s blurb? When making a purchase, a consumer …
Llamaindex Query Pipelines: Quickstart Guide to the Declarative Query API
Author(s): Eduardo Muñoz Originally published on Towards AI. Image by Narciso on Pixabay Introduction Query Pipelines is a new declarative API to orchestrate simple-to-advanced workflows within LlamaIndex to query over your data. Other frameworks have built similar approaches, an easier way to …
How To Create Powerful Embeddings From Topology Information In Graphs
Author(s): Eivind Kjosbakken Originally published on Towards AI. Convert your graph to a clustering-friendly format with this article. “give me an image of a graph where the edges are turning into the nodes” prompt. ChatGPT, OpenAI, 30 Jan. 2024. /g/g-2fkFE8rbu-dall-e. · Motivation· …
Building YouTube Recommender System with Video Thumbnails and Titles
Author(s): Ransaka Ravihara Originally published on Towards AI. Photo by Szabo Viktor on Unsplash Introduction This project was born as a weekend project where I learned about autoencoders and the usage of autoencoders in real life. However, after seeing its significant progress, …
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