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Learn how to automate a daily data transfer process on Windows, from PostgreSQL database to a remote server Photo by Shubham Dhage on UnsplashThe process of transfering files from one location to another is obviously a perfect candidate for automation. It can be daunting to do repetitively, especially when you have to perform the…
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The cp command in Bash is used to copy files and directories from one location to another. Copy Command Syntax and Explanation The basic syntax of the cp command is: cp [OPTION]... SOURCE... DESTINATION SOURCE: The file or directory you want to copy. DESTINATION: The location where you want to place the copied file…
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Stuck with complex Word documents? Need to analyse data but sick of manually copy pasting data points or tables into Excel spreadsheets? Your answer is probably yes, which is how you have landed here. While we agree that Microsoft Word is great for text-based documents, it is not specialised for maintaining records of data,…
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Introduction Retrieval-augmented generation (RAG) systems are transforming AI by enabling large language models (LLMs) to access and integrate information from external vector databases without needing fine-tuning. This approach allows LLMs to deliver accurate, up-to-date responses by dynamically retrieving the latest data, reducing computational costs, and improving real-time decision-making. For example, companies like JPMorgan Chase…
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With consumer demand climbing, regulations tightening and the cost of doing business rising, facilities must optimize their packaging line efficiency or face losing to their competition. Could automation powered by artificial intelligence be the solution they’re searching for?
Why Facilities Need to Optimize Packaging Lines
Online shopping’s popularity surged exceptionally high during COVID-19.…
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Tedious paperwork and long wait times are every person's worst insurance nightmare. But insurance claim automation is paving the way for faster, more accurate, and more customer-friendly experiences. The drive to enhance claims processing through new technologies has intensified, especially since every dollar saved directly impacts profitability. The pandemic further accelerated this shift, rapidly…
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One of the most annoying things that can happen is that you’ve come across this course and it says that it’s free. As you sign up and go through the steps, you start to realise that only the first module or even the first lesson is free.…
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Deep learning models typically represent knowledge statically, making adapting to evolving data needs and concepts challenging. This rigidity necessitates frequent retraining or fine-tuning to incorporate new information, which could be more practical. The research paper “Towards Flexible Perception with Visual Memory” by…
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Steal this plug-n-play Python script to easily implement images into your chatbot’s Knowledgebase Photo by Nitish Meena on UnsplashWhen building a Knowledgebase, a common challenge is converting everything into plain text. This can be limiting when dealing with media sources like slides, PDFs, images and more. So, how can we make proper use of…
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In this entry (Part 1) we’ll introduce the basic concepts for face recognition and search, and implement a basic working solution purely in Python. At the end of the article you will be able to run arbitrary face search on the fly, locally on your own images. In Part 2 we’ll scale the learning…