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Dev

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Build an AI-Powered Email Agent with Reusable Code

  • App developer shares how to create simple yet powerful agents to automate your daily tasks and categorize emails using AI.
  • Using modular, reusable code allows for flexibility, reusability, and maintainability.
  • Code snippets for authenticating with the Gmail API, creating Gmail labels, and reading emails are shared in the article.
  • An LLM is used to classify emails based on a predefined list of categories.
  • The article includes an example code that creates Gmail labels for email categories and updates the emails with the appropriate label.
  • The article highlights Znote, a notebook with live coding and AI that helps track and enhance workflows.
  • Readers are encouraged to explore more advanced examples for reading email content, sending drafts, and building everything needed for fully automated responses with AI.
  • The article challenges readers to turn daily tasks into something fun and efficient.
  • By incremental approach, manual steps can be replaced with automated ones.
  • So, by using AI-powered email agents, the user can have a smarter and more organized inbox.

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Dev

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A Quick Dive Into Route Groupings in Next.js

  • Route grouping in Next.js allows you to organize related routes without affecting the URL structure.
  • Route groups help create clean and structured routes by wrapping folders in parentheses.
  • They are useful for defining specific layouts for different app sections without duplicating code.
  • Route groups in Next.js enable you to build tailored layouts while keeping URL paths clean and user-friendly.

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Medium

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UNCRC Article 15 & 16

  • Article 15 of the UNCRC grants children the right to freedom of association, allowing them to come together with others.
  • Article 16 of the UNCRC guarantees children the right to privacy, ensuring their ability to keep things to themselves and feel safe.
  • These articles are important as they empower children to connect with others and protect their personal space.
  • Understanding and exercising these rights allows children to grow into confident individuals with a voice that matters.

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Medium

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Why I Love Java?

  • Java is a language of productivity, making complex challenges easier to handle through object-oriented programming.
  • The Java Virtual Machine (JVM) allows Java applications to run smoothly on multiple platforms.
  • Automatic memory management in Java reduces the chances of memory leaks and errors.
  • The large Java community provides a wealth of resources and solutions for developers.

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Zerynth

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Artificial Intelligence in the Manufacturing Industry: What Are the Benefits?

  • Artificial Intelligence (AI) can bring significant benefits to the manufacturing industry by enhancing operational efficiency, quality control, decision-making processes, and service offerings.
  • AI enables the transformation of massive amounts of data into actionable insights, leading to cost optimization, production optimization, enhanced decision support, improved product quality, and maintenance management support.
  • Through AI, inefficiencies can be identified and addressed, reducing energy consumption. Smart reports and data-driven decision-making become easier.
  • AI simplifies the interpretation of machine-generated data, enables timely interventions, enhances quality control processes, and supports maintenance management by monitoring data and preventing breakdowns.

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Javacodegeeks

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Introduction to Apache Commons Validator

  • Apache Commons Validator is a robust and reusable framework that simplifies the process of validating user input in Java applications.
  • The library includes predefined validation rules for fields such as email, dates, URL, numeric values, etc.
  • Developers can also create custom validation rules and configure them using XML files to separate validation logic from application code.
  • Apache Commons Validator supports locale-based validations for handling internationalization requirements.
  • The library can be used in both web and desktop applications, ensuring consistent validation logic across the application.
  • Apache Commons Validator can easily integrate with frameworks like Struts for form validation.
  • To use Apache Commons Validator, developers can include the dependency in their pom.xml file.
  • A code example demonstrating the use of multiple validators to validate different types of input data is provided.
  • This library helps developers save time while ensuring data accuracy and reliability.
  • Apache Commons Validator is a valuable tool for Java developers who manage user inputs and want a standardized validation mechanism in their applications.

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Nordicapis

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What is Federated API Management?

  • Federated API management has emerged to unify multiple gateways used by organizations and make APIs more centralized, visible, and governed while also providing flexibility to individual teams.
  • Organizations have taken a lot of different approaches to address the problem of API platform management. These approaches range from centralized control to decentralized user flow.
  • Federated API management is a semi-decentralized approach in which APIs are managed by teams and departments within an organization. This approach takes the best of all these models and attempts to present a paradigm that reaches teams and individual needs.
  • The federated API management approach results in largely autonomous teams that are nonetheless aligned at the central level. Governance is based on guidelines and policies collectively formed by the teams and departments.
  • Federated API management has some key attributes that set it apart from other solutions. These attributes include decentralized autonomy, global governance, and highly collaborative development process.
  • Federated API management does have specific drawbacks that need to be managed to make for an effective solution. These include inconsistency and complexity and high coordination needs.
  • The implementation of federated API management can be broken down into a few common steps. The establishment of a centralized API gateway, API governance strategy, and distributed access control. Decentralization, providing controls and visibility, and knowledge sharing.
  • Federated API management allows for more empowered teams while also implementing central governance that is more effective at scale.
  • Federated API management is a powerful solution that can work in many contexts and business environments.
  • Federated API management can be more complex than other solutions and necessitates risk management and problem-solving skills.

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PlanetPython

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Python Bytes: #415 Just put the fries in the bag bro

  • dbos-transact-py is a Python library providing ultra-lightweight durable execution.
  • Typed Python in 2024: Well adopted, yet usability challenges persist.
  • RightTyper is a fast and efficient type assistant for Python, including tensor shape inference.
  • Lazy self-installing Python scripts with uv.

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PlanetPython

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Zato Blog: Using OAuth in API Integrations

  • OAuth can be a good choice for that scenario and this article shows how it can be achieved in Python, with backend
  • An OAuth server issues time-based access tokens, which are simple strings, like web browser session cookies, confirming that such and such
  • If a client system invokes the interoperability layer, the layer will obtain a token from the OAuth server and keep it in an internal cache.
  • In OAuth terminology, what is described above has specific names, the overall flow of messages between Zato and the OAuth server is
  • To invoke REST services, fill out a form as below, pointing the 'Security' field to the newly created OAuth definition.
  • Here is sample code to invoke a backend REST system - note that we merely refer to a connection by its name, without having
  • Similarly to REST endpoints, to invoke HL7 FHIR servers, fill out a form as below and let the 'Security' field point to the OAuth
  • Here is sample code to invoke a FHIR server system - as with REST servers above, observe that we only refer to a connection by its name
  • All of these aspects can and will be independent in practice,
  • Yet, once more, regardless of what makes the input data available, the backend OAuth mechanism will work independently of it all.

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Dev

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How JavaScript works underneath the hood?

  • JavaScript engine like V8 in chrome reads JavaScript codes that we write and convert them into machine executable instructions for the browser.
  • JavaScript has an engine known as the JavaScript engine, that each browser implements.
  • The engine has two parts, namely a memory heap and a call stack.
  • Memory allocation happens in the memory heap, while parsing (reading) and execution takes place in the call stack.
  • JavaScript is a single-threaded language that can be non-blocking.
  • Synchronous programming means that each line of code executes in order.
  • Asynchronous programming enables you to run code without waiting for an earlier line to finish executing.
  • SetTimeout is part of Web API and not part of JavaScript.
  • Web API, Callback queue, and Event loop form part of the JavaScript Runtime Environment that enables us to do asynchronous programming.
  • The call stack recognizes there is a setTimeout function that has been set, and it is not part of JavaScript but part of web API.

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Medium

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Python and Probability Mathematics

  • Probability is a foundational aspect of mathematics that helps analyze uncertainties.
  • Python makes exploring probability concepts straightforward with its versatile tools and libraries.
  • Some real-world applications of probability in Python include predicting customer behavior, quality assurance, machine learning, genetics, network reliability, scheduling tasks, lottery odds, financial modeling, and predicting customer purchases or election results.
  • Python's probability capabilities are valuable in various fields and offer versatile applications for analyzing uncertainties.

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Medium

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Can I learn AI without coding?

  • You can learn AI concepts and theory without coding through courses, books, and videos.
  • No-code AI tools allow building AI models without coding using drag-and-drop interfaces.
  • Many AI-powered everyday tools are designed for users with no coding experience.
  • Courses and learning platforms like Coursera, edX, and Udemy offer AI courses that require little or no coding.

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Medium

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Programming course after 12th in rohini delhi by jeetech academy

  • Jeetech Academy in Rohini, Delhi offers affordable professional training courses in Python, Data Science, Ethical Hacking, Web Designing, and Digital Marketing.
  • Their courses are of short duration, ranging from 4-8 months, but provide long-lasting benefits.
  • Jeetech Academy has experienced instructors who provide practical hands-on training and emphasize real-time projects, preparing students for the job market.
  • The academy also offers placement assistance and is equipped with modern classrooms.

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Medium

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Basic Chrome Extension Tutorial

  • Chrome extensions are tools that enhance the functionality of the Chrome browser.
  • Manifest.json file is at the heart of every Chrome extension.
  • Creating a basic extension involves creating necessary files like popup.html, popup.js, and background.js.
  • You can test and debug your extension using various methods.

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Javacodegeeks

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Newtonsoft.Json vs. System.Text.Json: A Senior Developer’s Perspective

  • Newtonsoft.Json and System.Text.Json are the primary JSON libraries in the .NET ecosystem.
  • System.Text.Json outperforms Newtonsoft.Json in terms of speed and memory usage when handling large datasets.
  • Newtonsoft.Json has a more extensive feature set and is suitable for complex JSON processing, while System.Text.Json focuses on performance and security.
  • Choosing between the two libraries depends on project requirements, performance needs, and ease of use.

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