A walkthrough on how to summarize papers using the ChatGPT API — Introduction Reading papers is a universal task for all people involved with Artificial Intelligence. However, with so many papers being released every single day, it becomes quite impossible to keep track of all the information available. In this article, I’ll show a simple strategy to summarize papers with Python and the…

Using the newly released Notion API and Streamlit to build a simple project tracker dashboard — With the recent release of the very much anticipated beta version of the Notion API, a lot of integrations between apps are now possible, and an entire universe of possibilities is now open for data science projects. In this post, I will show you how to build a simple…

A tagging system to organize your notes — Note Taking Systems and Tags Effective note-taking systems are a must for those interested in productive knowledge management systems. From Zetellkasten to the PARA system, there are many great options out there. I am periodically looking to improve my pipeline of knowledge management, and, upon testing multiple systems for note taking, I realized the…

Simple setup to ask questions to a codebase using LangChain — In today’s world, conversational AI is becoming more common in various applications, such as personal assistants, customer support, and even as tutors. Built using state-of-the-art natural language processing (NLP) techniques, these AI systems have the potential to significantly enhance our interactions with technology. In this article, we will learn how…

Asking questions to Youtube videos — The era of chat interfaces has arrived, and with it the opportunities to surpass old problems like finding information hidden in a sea of hours and hours of Youtube videos. In this article, you’ll learn how to vectorize and query information from a YouTube video using OpenAI, and LangChain through…

Getting into some meta-productivity stuff with ChatGPT — In this video, I want to share an unusual workflow with ChatGPT to develop and plan a personal schedule The Context I just finished a video talking about automation for daily planning. The basic idea of it was that you can use ChatGPT or the ChatGPT API in this case to…

An easy and simple way to boost research productivity using LangChain — In this article, we’ll go through how to summarize and query multiple research papers using LangChain. Steps We’ll work with three example papers and cover the following steps: Set up and dependencies Setting up the large language model (LLM) Summarizing PDFs Testing the summarization function Saving summaries to text files Querying…

Bridging the AI performance gap by making Python fast like C — In this article you’ll learn about Mojo, a new programming language designed for all AI developers. If you prefer video, check out my Youtube video where I explore the Mojo programming language and some of its features: What is Mojo and Why? Mojo is designed to be a fast, safe, and easy-to-use language for…

Speech to text with Whisper and Gradio — In this article, we will walk through the process of building an audio transcription app using the Whisper and Gradio libraries. The purpose of this app will be to transcribe audio files by converting speech into text, making it easier for users to access and understand audio content. If you…