The Harsh Reality of Being an ML Researcher
Author(s): Boris Meinardus Originally published on Towards AI. What you need to expect when entering the field of ML research. We all know that Machine Learning is the hottest thing to work on right now. And if you are a researcher, especially …
The LLM Series #2: Function Calling in OpenAI Models: A Practical Guide
Author(s): Muhammad Saad Uddin Originally published on Towards AI. Image by Author via Dall-E “Artificial Intelligence is the new electricity” as stated by Andrew Ng. Indeed, there’s a spark in the air, and it’s not just static. Welcome to the second article …
Spaceship Titanic- A Machine Learning Project-I for Beginners
Author(s): Kamireddy Mahendra Originally published on Towards AI. “Exploration in space is the testament to human curiosity reaching for the stars.” Photo by SpaceX on Unsplash Spaceship Titanic — A Machine Learning Project It is an innovative venture that combines cutting-edge technology …
A LangChain + OpenAI Complete Tutorial for Beginner — Lesson 2 Advanced Chatbot with RAG and Vector Databases
Author(s): Lorentz Yeung Originally published on Towards AI. Photo by Growtika on Unsplash Remarks: our tutorials use 100% working codes as of January 2024 with LangChain version 0.1.4 and OpenAI version 1.10.0. Introduction to Advanced Concepts (RAG)Setting Up the Environment for Advanced …
A LangChain + OpenAI Complete Tutorial for Beginner — Lesson 1 Building Chatbot with LangChain, OpenAI, and HuggingFace
Author(s): Lorentz Yeung Originally published on Towards AI. Photo by Mojahid Mottakin on Unsplash Remarks: our tutorials using 100% working codes as in January 2024 with LangChain version 0.1.4, and OpenAI version 1.10.0. Introduction to LangChain and its EcosystemSetting Up the EnvironmentCreating …
This AI newsletter is all you need #85
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, attention was on the emerging competition for OpenAI’s GPT-4 and GPTStore in the form of Google’s Gemini Ultra and Hugging Face’s Hugging …
Which Open-Source LLM Should You Choose in 2024?
Author(s): Dr. Leon Eversberg Originally published on Towards AI. LLMs are evolving at a rapid speed. Photo by Johannes Plenio on Unsplash Since the 2017 paper “Attention Is All You Need” invented the Transformer architecture, natural language processing (NLP) has seen tremendous …
Prompting GPT-4: Streamlit and Folium are a Match Made for Mapping
Author(s): John Loewen, PhD Originally published on Towards AI. UN GPI data visuals with Python’s streamlit-folium libraryDall-E image: impressionist painting of multi-visual dashboard as a mural on a building It’s just nuts how much prompt engineering with GPT-4 can speed up the …
Google Finally Challenges ChatGPT
Author(s): Ignacio de Gregorio Originally published on Towards AI. A turning point for AI? It finally happened. A few months after Google announced Gemini, its Gemini Pro online version has reached the podium of best models, surpassing some GPT-4 versions and coming …
A Trustworthy Model for Loan Eligibility Assessment
Author(s): Becaye Baldé Originally published on Towards AI. A model with high-performance metrics might convince a Data Scientist but is unlikely to earn the trust of domain experts if it can’t justify its decisions. Image by Stable diffusion: An AI chatting with …
Demystifying Time Series Outliers: 3/4
Author(s): Andrea Ianni Originally published on Towards AI. Breaking Down the Series and Doing Some Cleanup Finally, we’ve arrived at the long-anticipated third episode. Overcoming, with a hint of sentiment, the halfway mark of our saga, let’s revisit where we last stood. …
First Scientific Study Involving Large Computational Loads Completed Over a Decentralized Blockchain
Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. How a recent study used decentralized distributed computing through the Golem network to simulate the chemical reactions underpinning the emergence of life on Earth.Figure composed with Dall-E 3 to illustrate how the …
My Experience with the Apple Vision Pro and Future Perspectives in Computer Vision and Healthcare
Author(s): Alberto Paderno Originally published on Towards AI. Just me and the Apple Vision Pro “It was a rainy day in Palo Alto. The line in front of the Apple Store was interminable, and only a few strong-willed people could be persistent …
LangChain 101: Part 3a. Talking to Documents: Load, Split, and simple RAG with LCEL
Author(s): Ivan Reznikov Originally published on Towards AI. After ChatGPT went viral, one of the first services and applications created was “Use ChatGPT for your documents.” It makes a lot of sense, as allowing users to chat with their data may be …
Decoding AI Beyond Buzzwords for Absolute Beginners 2024
Author(s): Mélony Qin (aka cloudmelon) Originally published on Towards AI. Artificial intelligence (AI) has become one of the most fascinating areas in today’s fast-paced world. We know that artificial intelligence can seem overwhelming in many ways, especially with so many buzzwords. In …
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