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Understanding Without Collecting: Building a Privacy-First Context Service

Traditional context analysis knows everything about someone, but a privacy-focused Context Service aims to understand context with respect to boundaries.
Organizing the code proved to be a major victory in the development process, saving time on debugging.
Integrating BERT for context understanding presented a significant hurdle, but model management helped overcome the challenges.
Privacy filters were implemented to protect privacy by not storing raw context data and instead focusing on preserving privacy.

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Medium

190

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How can platforms like LeetCode help you improve technically? Part II

LeetCode and similar platforms can help individuals improve technically by providing coding challenges and practice problems.
They offer a range of coding problems and puzzles that encourage individuals to think critically and apply their programming knowledge.
By solving these challenges, individuals can enhance their problem-solving skills, improve their understanding of algorithms and data structures, and learn new programming concepts.
Platforms like LeetCode also provide a platform for users to discuss and compare solutions, fostering a collaborative learning environment.

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Medium

110

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Analyst predicts Ethereum’s abrupt surge will result in $15K ETH by 2025

One analyst predicts that Ethereum (ETH) could reach $15,000 by May 2025.
ETH has surpassed the $4,000 resistance level, demonstrating its ability to exceed expectations.
The cryptocurrency market is known for its volatility and unpredictable nature.
While there may be dips along the way, Ethereum's future trajectory remains uncertain.

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Dev

420

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How to Create Native .NET Applications for ARM Processors: A Practical Guide for Developers

ARM processors are gaining popularity due to their energy efficiency and optimized performance.
Compiling .NET applications to run natively on ARM64 improves performance and avoids the downsides of emulation.
Steps to configure your project in Visual Studio for ARM64: adjust build configurations, build and test the application on an ARM64 device.
Native ARM applications offer advantages like reduced energy consumption, smoother user experience, and increased compatibility with the growing ARM ecosystem.

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Medium

403

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Solve This Equation By Observing a Pattern

This is a functional equation that requires understanding of progressions.
The task is to find the value of f(41) given that f(11) is 50.
The approach involves finding a pattern and simplifying the equation.
Further steps are required to solve the equation.

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Dev

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Looking for potential vulnerabilities in code, part 1: theory

The article discusses how pundits can find vulnerabilities in code at the development stage and prevent them. The article highlights several measures for preventing vulnerability including testing, dynamic analysis, and development control.
Static Application Security Testing (SAST) is explained in detail as an effective way of finding vulnerabilities at the development stage without human intervention.
Several key points including how to work with code, how to distinguish from normal code and recognizing tainted data are discussed in this article.
Call graphs and control-flow integrity are presented as essential tools to detect in order to find tainted data and how to use them is detailed.
The article concludes that the traversal of a graph is the basis of the detection of tainted data in code.

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Dev

110

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React + Vite: The ultimate guide to static application deployment

React + Vite: The ultimate guide to static application deployment
This guide covers everything you need to know about deploying static apps using React and Vite.
Vite is a fast and modern build tool optimized for development and production.
FAB Builder complements the development workflow by offering code generation, analytics integration, and omnichannel communication.

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Dev

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Mastering C++: A Beginner's Guide to Programming Excellence

C++ remains a powerful programming language in the software development world.
Mike Dane's comprehensive C++ Tutorial provides a beginner-friendly approach to learning.
The tutorial covers setting up the development environment, mastering advanced programming structures, and practical coding exercises.
GetVM Playground offers an interactive online coding platform to complement the C++ tutorial.

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Global Fintech Series

279

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BigTime Software Integrates with Intuit Enterprise Suite to Deliver Streamlined Project and Financial Management Workflows to Meet the Needs of Growing Businesses

BigTime Software has integrated with Intuit Enterprise Suite to offer streamlined project and financial management workflows.
The integration includes enhanced time tracking and billing features to improve efficiency and productivity.
The integration reduces administrative tasks and provides clearer insights for shared customers.
BigTime's new API enhancements strengthen data syncing between the platforms, saving time and improving accuracy.

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Hackernoon

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The One Tool You Absolutely Need to Efficiently Scale Retrieval-Augmented Generation

Organizations leveraging Retrieval-Augmented Generation (RAG) techniques to bolster their AI models require streamlined routing of multiple RAG processes to ensure efficient data handling in GenAI applications. KubeMQ manages high-throughput messaging scenarios by providing a scalable and robust infrastructure for efficient data routing between services. FalkorDB provides a reliable and scalable storage solution for the dynamic knowledge bases that RAG systems depend on, ensuring rapid data retrieval and seamless integration with messaging systems like KubeMQ.
RAG combines generative AI models with a retrieval mechanism, allowing models to access external knowledge bases during inference, improving the accuracy and timeliness of generated responses by grounding them in the most recent and pertinent information available.
KubeMQ offers a variety of messaging patterns so it is a versatile and powerful router within a RAG pipeline. Its low latency and high-performance characteristics ensure prompt message delivery, essential for real-time GenAI applications.
KubeMQ is also scalable, supporting horizontal scaling to accommodate increased load seamlessly. It ensures that as the number of RAG processes increases or as data generation accelerates, the messaging infrastructure remains robust and responsive.
KubeMQ provides message persistence and fault tolerance by ensuring messages are not lost, and the system can recover gracefully. This reliability is critical in maintaining the integrity of AI applications that users depend on for timely and accurate information.
FalkorDB complements KubeMQ by providing a scalable and high-performance graph database solution for storing and retrieving large amounts of data required by RAG processes. This integration ensures that as new data flows through KubeMQ, it is seamlessly stored in FalkorDB, making it readily available for retrieval operations without introducing latency or bottlenecks.
Organizations that integrate KubeMQ into RAG pipelines eliminate the need to create bespoke routing solutions, while leveraging out-of-the-box functionality that reduces development and maintenance overhead and accelerates time-to-market for GenAI solutions.
KubeMQ offers a REST API, enabling language-agnostic integration, allowing services written in any programming language to send and receive messages over HTTP. It also provides client libraries for various programming languages, facilitating more efficient communication patterns and better performance through native integrations.
Incorporating KubeMQ into RAG pipelines ensures optimized data retrieval and storage, supporting the dynamic requirements of RAG processes, thus making AI applications responsive and reliable, even under heavy loads or in the face of system disruptions.
The combination of KubeMQ and FalkorDB ensures that GenAI applications can remain focused on enhancing their AI models and delivering valuable insights, confident that their data routing infrastructure is robust and capable of meeting the demands of modern AI workflows.

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Dev

318

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Boost Your Productivity: 7 Python Libraries Every Developer Should Know 🚀🐍

NumPy is a foundational library for data science in Python, allowing you to work with large arrays and matrices.
Pandas is a useful library for manipulating and analyzing data, with powerful data structures like DataFrames.
Requests simplifies making HTTP requests and interacting with APIs, making web requests easier.
Matplotlib is essential for data visualization, allowing you to create stunning plots and charts.

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19 Likes

Hackernoon

411

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Gain More Control Over Your Smart Bulbs With This One Simple Handy Tool

This post details how to replace the proprietary Philips Hue-connected lights automation with Home Assistant's automation.
To manage Philips Hue lights even through Google Home requires ownership of a Hue Hub, which needs an ethernet connection, not Wi-Fi.
To migrate, first add the Philips Hue integration in Home Assistant and configure the Hub's IP.
Unbind the light from the motion sensor in the proprietary Hub before binding them in Home Assistant via Automation.
An Automation component in Home Assistant includes a when condition, the event-trigger for the automation; a then clause, what to do when the event happens; and an optional if condition.
Automations can be created via the UI or by writing the YAML configuration.
Migrating from the Philips Hue automation to Home Assistant's can leave feature gaps, like brightness adjustments based on the time, which may be addressed in the next step.
This guide offers readers a step-by-step list of instructions to seamlessly integrate their Philips Hue smart bulbs into Home Assistant.
After successfully implementing their first automation, users are empowered to keep creating more complex ones via Home Assistant's easy-to-use UI.
This guide serves as an excellent starting point for those who want to use Home Assistant for automation-related tasks.
Additionally, readers will find useful recommendations for Home Assistant, Philips Hue, and Emulated Hue for further exploration.

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24 Likes

Dev

376

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Algorithmic Horizons: Mastering Computational Problem-Solving

Understanding algorithms is important for solving complex computational challenges.
Courses like 'Beyond Worst-Case Analysis', 'Fundamental Algorithms', 'Data Structures and Algorithms Full Course', and 'Mathematical Foundations of Computing' offer comprehensive learning opportunities.
These resources cover topics such as online algorithms, machine learning, recursion techniques, graph algorithms, and more.
GetVM, a Google Chrome extension, provides interactive playgrounds for hands-on coding experiences.

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22 Likes

Dev

137

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How to Exit Full Screen on Mac: A Step-by-Step Guide

Full screen mode on a Mac is a way to minimize distractions and focus on tasks.
To exit full screen mode, click the green button in the top-left corner of the window.
You can also use the keyboard shortcut Control + Command + F to exit full screen.
In some applications, pressing the Escape key or using Mission Control can exit full screen mode.

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8 Likes

Medium

398

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Top Low-Code Website Builders to Create Your Site Faster

Low-code tools like Bolt.new make it easy to create websites with customizable templates and e-commerce tools.
Bolt.new offers a simple sign-up process and a drag-and-drop feature for easy design customization.
Low-code website builders have limits in customization and functionality, but tools like Bolt.new offer strong customization options.
Bolt.new is a tool that helps developers build websites faster and more efficiently, with improved quality.

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