RubentakChunking Methods, Fundamental Concepts for RAG ApplicationsIn this series of articles, I will explain fundamental concepts and best practices for RAG applications. Specifically about chunking·10 min read·Mar 4, 2024----
RubentakTalk to your files in a local RAG application using Mistral 7B, LangChain 🦜🔗 and Chroma DB (No…I will show how you can use the Mistral 7B model on your local machine to talk to your personal files in a Chroma vector database·9 min read·Oct 24, 2023--8--8
RubentakMistral 7B 🟠: The best 7 billion parameter LLM yet.Mistral 7B is the best open-source 7B parameter LLM to date. It can be run locally and online using Ollama.·9 min read·Oct 16, 2023--2--2
RubentakEmploy a team of GPT-4 AI agents with ChatDev: build an application in only one promptHow I was able with a team of AI agents to make an app using only one prompt!·6 min read·Oct 11, 2023--3--3
RubentakOpen Interpreter: Get GPT-4 🤖 and LLama 2🦙 to run code on your computer 💻How I made a stock price analysis using only one command in my terminal.·8 min read·Oct 8, 2023----
RubentakA deep dive into Deep Learning: Recurrent Neural NetworksThis article was co-written by Oanottage and Gabriel Rennó.·10 min read·Sep 18, 2023----
RubentakDemystifying AI: How It’s Transforming Businesses TodayIn this article, I explain what AI can do for your business. AI is more than a summarisation tool and there is more to AI than only…5 min read·Sep 7, 2023--1--1
RubentakDeep Learning and Convolutional Neural NetworksIn this article, we will go into the realm of Deep Learning with Convolutional Neural Networks.·9 min read·Aug 25, 2023----
RubentakHow does an AI learn? Training Neural Networks with BackpropagationIn this article, I will explain how AI’s learn and how to oprimise your NN. Topics are backpropagation, gradient decent and regularisation·9 min read·Aug 13, 2023--1--1
RubentakUnderstanding Feed Forward Neural Networks with MNIST DatasetWe’re going to explore Feed Forward Neural Networks. No fancy jargon, just a down-to-earth exploration of what they are and how they work.·7 min read·Aug 2, 2023----