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- To protect customer privacy, run open source AI models locally using Ruby
- Translator | Reviewed by Chen Jun | Chonglou Recently, we implemented a customized artificial intelligence (AI) project. Given that Party A holds very sensitive customer information, for security reasons we cannot pass it to OpenAI or other proprietary models. Therefore, we downloaded and ran an open source AI model in an AWS virtual machine, keeping it completely under our control. At the same time, Rails applications can make API calls to AI in a safe environment. Of course, if security issues don’t have to be considered, we would prefer to work directly with OpenAI. Next, I will share with you how to download the open source AI model locally, let it run, and how to run Ruby scripts against it. Why customize? The movement of this project
- AI . ruby 629 2024-03-18 21:40:03
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- The Future of Java JSP: Innovations and Challenges
- Innovative Microservices Integration: Microservices architecture is becoming increasingly popular in application development, and jsP can adapt to this trend by integrating with microservices. This will allow developers to create scalable, maintainable and reusable applications. Cloud computing support: The widespread adoption of cloud computing platforms provides a new environment for JSP. By leveraging cloud computing resources, developers can create applications that are highly available, elastic, and scalable. Artificial intelligence and machine learning: Artificial intelligence (ai) and machine learning (ML) can enhance JSP applications to enable personalized experiences, data analysis, and predictive modeling. This will enable developers to create smarter, more dynamic applications. IoT and Edge Computing: The rise of Internet of Things (ioT) and edge computing as JSP
- javaTutorial . ruby 997 2024-03-18 10:22:12
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- Java JSP vs. other technologies: Make an informed choice
- ASP.NET Advantages: Powerful development tools (Visual Studio) Good ecosystem and community support High performance Disadvantages: Limited to windows platform Lack of open source PHP Advantages: Open source and free Easy to learn and use Extensive documentation and community support Disadvantages: Performance is not as good as JavajsP There are many security issues. Advantages of Python: General-purpose language, can be used for a variety of tasks. Rich libraries and frameworks. Powerful data processing capabilities. Disadvantages: Not as good as Java JSP, which is specifically used for WEB development. Performance issues may occur. Ruby on Rails Advantages: Developer-friendly, reduces development time. Convention over configuration, simplifying code Active community support Disadvantages: Relatively small ecosystem Performance is not as good as JavaJSPNo
- javaTutorial . ruby 1022 2024-03-18 11:05:43
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- PHP SOAP vs. other SOAP tools: An in-depth look at their differences and advantages
- SOAP (Simple Object Access Protocol) is a protocol for exchanging structured data between applications. In PHP, you can use the SOAPClient class to interact with SOAP services. This article will provide an in-depth analysis of the differences and advantages between phpSOAP and other SOAP tools. Difference 1. Platform supports PHPSOAP: only available in PHP environment. Other tools (such as ApacheCXF, Axis2): support Java, C#, Ruby and other programming languages. 2. Performance PHPSOAP: Performance is relatively low, especially when processing large SOAP messages. Other tools: generally have better performance, especially for high-load applications. 3. Scalability PHPSOAP
- PHP Tutorial . ruby 1081 2024-03-18 09:28:01
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- What languages can vscode be written in?
- vscode is a powerful code editor that supports the development of multiple programming languages. By installing extensions, you can provide intelligent code completion, debugging and formatting functions for JavaScript/TypeScript, Python, Java, C#, PHP, Go, Ruby, Rust, HTML/CSS and other languages. In addition, it also supports SQL, C, C, Swift, Kotlin, Rust, R language, PowerShell, Bash and other languages.
- Common Problem . ruby 762 2024-03-15 09:51:22
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- What is vscode generally used to write?
- VSCode is a powerful code editor that supports multiple programming languages and file formats. It has built-in support for JavaScript, Python, Java, C++, TypeScript, HTML/CSS, Go and other languages, and can support more languages through extension plug-ins, including Rust, C#, Objective-C, PHP, Ruby, Swift, SQL, XML etc.
- Common Problem . ruby 1283 2024-03-14 17:54:16
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- Comparative analysis of Go language and other programming languages
- Comparative Analysis of Go Language and Other Programming Languages With the continuous development of the Internet and the rapid changes in computer technology, programming languages as tools for implementing computer programs are also constantly evolving and developing. Among them, Go language, as an open source programming language developed by Google, has attracted much attention and is widely used since its inception. Compared with other programming languages, Go language has unique characteristics and advantages. This article will conduct a comparative analysis from several aspects and illustrate it through specific code examples. 1. Concurrent programming In today’s computer systems, concurrency
- Golang . ruby 853 2024-03-13 18:00:05
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- The importance of Golang in the field of back-end technology
- The importance of Golang in the field of back-end technology With the development of Internet technology and the continuous expansion of its application scope, back-end development plays an increasingly important role in the entire software development process. In back-end development, it is crucial to choose a programming language that is efficient, stable, and easy to maintain. Golang, as an open source programming language developed by Google, is favored by back-end developers because of its excellent performance, concurrency processing capabilities and concise syntax, and is widely used in back-end development in various fields. 1. Go
- Golang . ruby 724 2024-03-06 16:39:04
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- The White House issued a document calling on developers to abandon C and C++: Rust was 'hand-picked' for memory safety
- Recently, the White House Office of the National Cyber Director (ONCD) made an important point in a 19-page report: developers should use memory-safe programming languages, such as Rust. The report points out that choosing a memory-safe programming language is a key way to ensure that software is developed in a secure-by-design manner. ONCD also pointed out that the recommendations in the report were developed in collaboration with technology companies, academia and other institutions, and have the support of several well-known technology companies, including HP, Accenture and Palantir. Report address: https://www.whitehouse.gov/wp-content/uploads/2024/02/Final-ONCD-T
- AI . ruby 441 2024-03-01 22:16:11
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- The U.S. government recommends that developers stop using C/C++ and switch to memory-safe programming languages
- According to news from this site on February 29, the U.S. government recently released a cybersecurity report calling on developers to stop using programming languages that are prone to memory safety vulnerabilities, such as C and C++, and instead use memory-safe programming languages for development. The report was released by the Office of the U.S. Cyberspace Director (ONCD) to implement U.S. President Biden’s cybersecurity strategy with the goal of “protecting the cornerstone of cyberspace.” Memory safety means that a program can effectively avoid potential errors and vulnerabilities when accessing memory, such as buffer overflows and dangling pointers. Java is considered a memory-safe programming language because of its runtime error detection capabilities. In contrast, C and C++ allow direct access to memory addresses and lack bounds checking, which makes it
- It Industry . ruby 805 2024-02-29 15:19:50
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- Several SSH remote client tools essential for server operation and maintenance
- SSH remote client tool is essential for server operation and maintenance. Which one do we generally use? For SSH client software, we must not use the so-called green cracked version, which can easily cause server information to be stolen by Trojan backdoor software. We can choose commercial software or old free and open source SSH tools. These SSH client tools, do you like any of them? 1. xshell Multiple encodings, support custom keyboard shortcuts, custom
- LINUX . ruby 1165 2024-02-29 10:20:06
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- CentOS7 various version image download addresses and version descriptions (including Everything version)
- When loading CentOS-7.0-1406, there are many optional versions. For ordinary users, they don’t know which one to choose. Here is a brief introduction: (1) CentOS-xxxx-LiveCD.ios and CentOS-xxxx- What is the difference between bin-DVD.iso? The former only has 700M, and the latter has 3.8G. The difference is not only in size, but the more essential difference is that CentOS-xxxx-LiveCD.ios can only be loaded into the memory and run, and cannot be installed. Only CentOS-xxx-bin-DVD1.iso can be installed on the hard disk. (2) CentOS-xxx-bin-DVD1.iso, Ce
- LINUX . ruby 922 2024-02-29 09:20:33
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- Hot career opportunities after C language
- With the continuous advancement and development of technology, computer programming languages are also constantly developing and updated. Among computer programming languages, C language is undoubtedly one of the classics. However, as times change, other similar programming languages such as Python and Java have gradually become popular and have become popular career choices today. So, how should we make a career choice that suits us among programming languages after C? First of all, we need to realize that each programming language has its own characteristics and advantages. C language as a
- C++ . ruby 705 2024-02-18 18:36:07
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- SSMTP—Let Linux systems send emails from Office 365
- SSMTP is a very simple and practical tool that can relay emails from Linux systems to Office365, Google or other third-party SMTP servers. SSMTP is not a mature and complete email server. It can only automatically submit emails to other SMTP servers such as Google, Tencent, 163, and Office365. In this article, we will explain how to configure SSMTP to send emails through an Office 365 account. How SSMTP works Before formal installation and configuration, let's briefly introduce how SSMTP works. SSMTP can be installed into any Linux system. Once configured, everything from
- LINUX . ruby 734 2024-02-13 23:40:14
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- A Linux Admin's Helper: Seven Tools to Simplify and Automate Tasks
- Linux system management is a complex and tedious task, which involves many aspects, such as installation, configuration, monitoring, maintenance, backup, recovery, etc. Linux system administrators need to master a lot of knowledge and skills, and they also need to spend a lot of time and energy. Are there any tools that can help Linux system administrators simplify and automate tasks? The answer is yes. This article will introduce seven tools that can help Linux system administrators simplify and automate tasks. Puppet is an open source tool designed to greatly simplify automation and reporting for system administrators. It is basically a configuration management software that helps configure and maintain servers and other systems in corporate networks. System administrators typically spend a large amount of time each day repeating
- LINUX . ruby 724 2024-02-13 21:48:07
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