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Since OpenAI unleashed ChatGPT to the public, a flurry of discussions has emerged online about a new dream job: Prompt Engineering. It's touted as "AI's Hottest Job," promising six-figure salaries without the need for programming experience. Enthusiasts describe it as a job of the future,…
For additional ideas on how to improve the performance of your RAG pipeline to make it production-ready, continue reading here: This section discusses the required packages and API keys to follow along in this article. Required Packages This article will guide you through implementing a naive and an advanced RAG pipeline using LlamaIndex in Python.…
Introduction Diving into the world of accounting, reconciling accounts becomes a routine yet crucial task, especially when bank or credit card statements roll in. After meticulous adjustments, achieving that zero balance feels like a triumph, marking the completion of your reconciliation process in QuickBooks Online. However, the dynamic nature of business means changes or oversights…
LDA Convergence Explained with a Dog Pedigree Model “What if my a priori understanding of dog breed group distribution is inaccurate? Is my LDA model doomed?” My wife asked. Welcome back to part 2 of the series, where I share my journey of explaining LDA to my wife. In the previous blog post, we discussed…
The circular economy — an innovative model focused on minimizing waste and maximizing resource use — is a crucial approach in today’s push toward sustainability. Encouraging practices like reusing, recycling, and refurbishing aims to reduce environmental impacts and align with the global shift toward sustainable development across industries.
In this landscape, the Internet of…
How to Stream and Apply Real-Time Prediction Models on High-Throughput Time-Series Data Photo by JJ Ying on UnsplashMost of the stream processing libraries are not python friendly while the majority of machine learning and data mining libraries are python based. Although the Faust library aims to bring Kafka Streaming ideas into the Python ecosystem, it…
Simplified utilizing the HuggingFace trainer object Image from Unsplash by Markus SpiskeHuggingFace serves as a home to many popular open-source NLP models. Many of these models are effective as is, but often require some sort of training or fine-tuning to improve performance for your specific use-case. As the LLM implosion continues, we will take a…
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Finding the right platform or course is never easy when you are looking to learn something new. It consists of a lot of trial and error, and the worst thing is when you pay for them. You feel like you’ve been going around in circles trying to find the best…
Advanced techniques for beginners AI generated image using KandinskyIn this story, I would like to raise a discussion on how we transform data. Whether it’s a database, data warehouse or reporting solution we run data transformations based on data models but how do we organise them? I would like to talk about the modern data…
2023 was an interesting year. We have been seeing for decades how the world of technology has gone through different cycles and made an impact on our society and economy, and now a lot of us are eager to find out what the future will look like.
With all that happened in 2023, there…