Enhancing RAG Efficiency: Five Open Source Data Scraping Tools

Enhancing RAG Efficiency: Five Open Source Data Scraping Tools

Click below to follow, article from “ Large language models (LLMs) have become a key force driving industry transformation, especially crucial in RAG systems. This article focuses on five open-source tools that can efficiently import diverse data sources into LLMs, enhancing development efficiency while improving system performance.” In the RAG workflow, how to efficiently and … Read more

Create Web Pages from Scratch with AI Tools

Create Web Pages from Scratch with AI Tools

In the past, web development was a challenging task for ordinary people and even statistic programmers. This is why tools like R Shiny emerged — they encapsulate various functional components, allowing statisticians unfamiliar with web development to create interactive web applications. However, with the rapid development of artificial intelligence technology, the barriers to web development … Read more

OpenAI Source Code Release: Build Voice Agents in 20 Minutes

OpenAI Source Code Release: Build Voice Agents in 20 Minutes

How long does it take to develop a voice agent application prototype? 3 days? 5 days?, OpenAI just shared a multi-level advanced AI Agent developed based on the Realtime API, taking only 20 minutes! OpenAI has made the source code public on GitHub. Although it is just a demo, it quickly surpassed 1200 stars, especially … Read more

OpenAI Source Code Share! Develop Voice Agent in 20 Minutes

OpenAI Source Code Share! Develop Voice Agent in 20 Minutes

Click belowCard to follow “AI Generates Future“ How long does it take to develop a voice agent application prototype? 3 days? 5 days? OpenAI just shared a multi-level advanced AI agent developed based on the Realtime API, taking only 20 minutes! OpenAI has publicly released the source code on GitHub. Although it is just a … Read more

OpenAI Open Source: Build Multi-Agent Voice System in 20 Minutes!

OpenAI Open Source: Build Multi-Agent Voice System in 20 Minutes!

Hey everyone! This is a channel focused on AI agents~ How long do you think it takes to develop a voice agent application prototype? 3 days? 5 days? Today, OpenAI provided an answer: 20 minutes! That’s right, just yesterday, OpenAI officially released a multi-level advanced AI Agent reference implementation based on the Realtime API. This … Read more

Dissecting the Design and Technical Details of Multi-Agent Projects Based on LangGraph

Dissecting the Design and Technical Details of Multi-Agent Projects Based on LangGraph

Andrew Ng recently said in his public lecture: I believe that AI Agent workflows will drive significant advances in artificial intelligence this year, possibly surpassing the next-generation foundational models. This is an important trend, and I urge everyone working in AI to pay attention to it. Coupled with the four paradigms for implementing Agent workflows … Read more

RAG Logger: A Lightweight Logging Tool for RAG Applications

RAG Logger: A Lightweight Logging Tool for RAG Applications

RAG Logger is a logging tool for RAG applications, a lighter open-source alternative to LangSmith. It comprehensively records, queries tracking, retrieves results, logs LLM interactions, and monitors performance step by step. It features structured log storage, organizes log files by day, automatically manages log files, and preserves detailed metadata such as timestamps and execution duration. … Read more

Advanced Guide to Cursor: Master It in 7 Days

Advanced Guide to Cursor: Master It in 7 Days

▼Click the card below to follow me ▲Click the card above to follow me Advanced Guide to Cursor: Master It in 7 Days As an experienced programmer, I understand the importance of programming tools for development efficiency. Cursor is undoubtedly the most impressive AI programming tool I have encountered in recent years. It is not … Read more

GitHub Copilot Experience: An AI-Assisted Programming Preview

GitHub Copilot Experience: An AI-Assisted Programming Preview

Author | Colin Eberhardt Translator | Sambodhi Editor | Shi Yao My feeling is that Copilot currently won’t revolutionize programming. However, despite the issues listed above, I firmly believe it will have a significant, game-changing impact in the future. Copilot is GitHub’s newly released “AI pair programming tool” that caused quite a stir upon its … Read more

First Experience with GitHub Copilot

First Experience with GitHub Copilot

Written by: Dluck Cover: GitHub Official Blog The code we write while programming usually exists in plain text format before compilation. Therefore, we can actually use any text editor to write code, including the built-in Notepad of the system. However, good tools can make us more efficient. When facing complex tasks, we need productivity tools … Read more