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Evaluating Toxicity in Large Language Models

Evaluating Toxicity in Large Language Models

This article explores the crucial issue of toxicity in Large Language Models (LLMs) and the methods used to evaluate and mitigate it. LLMs, powering various applications from chatbots to content generation, necessitate robust evaluation metrics, wit

Apr 24, 2025 am 10:14 AM
How to Use MCP: Model Context Protocol - Analytics Vidhya

How to Use MCP: Model Context Protocol - Analytics Vidhya

Unlock the Power of Real-World Data for Your AI Assistants with Model Context Protocol (MCP)! You've likely built applications using LLMs, experimented with agents, and maybe even utilized LangChain, AutoGen, or OpenAI's Assistants API. Impressive a

Apr 24, 2025 am 09:48 AM
Gemini 2.5 Pro vs GPT 4.5: Can Google Beat OpenAI's Best?

Gemini 2.5 Pro vs GPT 4.5: Can Google Beat OpenAI's Best?

The AI race is heating up with newer, competing models launched every other day. Amid this rapid innovation, Google Gemini 2.5 Pro challenges OpenAI GPT-4.5, both offering cutting-edge advancements in AI capabilities. In this Gem

Apr 24, 2025 am 09:39 AM
Composer's Qualifications: Assessing Proficiency

Composer's Qualifications: Assessing Proficiency

Composer proficiency can be evaluated in the following four aspects: 1) Understand basic concepts, such as packages, dependencies and version control; 2) Master core functions, including parsing composer.json, solving dependencies, downloading packages and generating autoload files; 3) Proficient in using basic and advanced commands, such as composerinstall, update, require, and dump-autoload; 4) Apply best practices, such as using composer.lock files, optimizing autoload configuration, and regularly cleaning caches.

Apr 24, 2025 am 12:15 AM
能力评估
NGINX Unit vs. Other Application Servers

NGINX Unit vs. Other Application Servers

NGINXUnit is better than ApacheTomcat, Gunicorn and Node.js built-in HTTP servers, suitable for multilingual projects and dynamic configuration requirements. 1) Supports multiple programming languages, 2) Provides dynamic configuration reloading, 3) Built-in load balancing function, suitable for projects that require high scalability and reliability.

Apr 24, 2025 am 12:14 AM
应用服务器
How do you handle sessions in a stateless environment (e.g., API)?

How do you handle sessions in a stateless environment (e.g., API)?

Managing sessions in stateless environments such as APIs can be achieved by using JWT or cookies. 1. JWT is suitable for statelessness and scalability, but it is large in size when it comes to big data. 2.Cookies are more traditional and easy to implement, but they need to be configured with caution to ensure security.

Apr 24, 2025 am 12:12 AM
API会话
In what scenarios might you choose PostgreSQL over MySQL?

In what scenarios might you choose PostgreSQL over MySQL?

Scenarios where PostgreSQL is chosen instead of MySQL include: 1) complex queries and advanced SQL functions, 2) strict data integrity and ACID compliance, 3) advanced spatial functions are required, and 4) high performance is required when processing large data sets. PostgreSQL performs well in these aspects and is suitable for projects that require complex data processing and high data integrity.

Apr 24, 2025 am 12:07 AM
MySQL
MongoDB and the NoSQL Revolution

MongoDB and the NoSQL Revolution

MongoDB is a document-based NoSQL database designed to provide high-performance, scalable and flexible data storage solutions. 1) It uses BSON format to store data, which is suitable for processing semi-structured or unstructured data. 2) Realize horizontal expansion through sharding technology and support complex queries and data processing. 3) Pay attention to index optimization, data modeling and performance monitoring when using it to give full play to its advantages.

Apr 24, 2025 am 12:07 AM
MongoDB nosql
Learn How to Fix Corrupted Save File in Schedule I: Easy Ways

Learn How to Fix Corrupted Save File in Schedule I: Easy Ways

Fixing Corrupted Save Files in Schedule I: A Step-by-Step Guide Are you facing frustrating corrupted save file issues in Schedule I, halting your gameplay? Don't worry, this guide provides solutions to restore your progress. Understanding the Proble

Apr 23, 2025 pm 06:01 PM
Deploying C# .NET Applications to Azure/AWS: A Step-by-Step Guide

Deploying C# .NET Applications to Azure/AWS: A Step-by-Step Guide

How to deploy a C# .NET app to Azure or AWS? The answer is to use AzureAppService and AWSElasticBeanstalk. 1. On Azure, automate deployment using AzureAppService and AzurePipelines. 2. On AWS, use Amazon ElasticBeanstalk and AWSLambda to implement deployment and serverless compute.

Apr 23, 2025 am 12:06 AM
.NET C#
Composer: Leveraging AI for Automated Tasks

Composer: Leveraging AI for Automated Tasks

Use Composer to combine AI to achieve automated tasks. 1. Composer manages dependencies through configuration file, and AI can optimize version selection. 2. In practical applications, AI can be used to automate dependency management, testing and deployment. 3. Performance optimization includes dependency loading and caching strategies. 4. Pay attention to issues such as version conflicts and AI misjudgment. Through these methods, AI can improve work efficiency and intelligence.

Apr 23, 2025 am 12:03 AM
Powering Search With Astro Actions and Fuse.js

Powering Search With Astro Actions and Fuse.js

With Astro, we can generate most of our site during our build, but have a small bit of server-side code that can handle search functionality using something like Fuse.js. In this demo, we’ll use Fuse to search through a set of personal “bookmarks” th

Apr 22, 2025 am 11:41 AM
Google adds member pricing beta type to Merchant listing pricing structured data

Google adds member pricing beta type to Merchant listing pricing structured data

Google enhances its Merchant listing structured data guidelines with a new beta feature for member pricing. This update, announced by Google, introduces the validForMemberTier property (alongside the existing priceType property) to more accurately r

Apr 22, 2025 am 11:34 AM
Automated Visual Regression Testing With Playwright

Automated Visual Regression Testing With Playwright

With visual regression testing, we can update a page, take screenshots before and after the fact, and compare the results for unintended changes. In this article, learn how to set up visual regression testing using Playwright.

Apr 22, 2025 am 10:54 AM

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