Reply ‘data’ to receive a collection of algorithm interview questions (large models, deep learning, machine learning). 1. What is Retrieval-Augmented Generation (RAG)? RAG is a hybrid approach that combines retrieval systems and generative language models. It consists of two steps: Retrieval Component: Searches for relevant information in large external corpora or datasets based on the … Read more
Click the “blue text” to follow us In today’s rapidly changing artificial intelligence (AI) technology landscape, major tech companies are launching innovative products aimed at providing smarter and more efficient solutions for enterprises and individual developers. Recently, Google Cloud announced the full launch of its Vertex AI RAG Engine (Retrieval-Augmented Generation Engine), which has garnered … Read more
Hello, I am the Fisherman. Today, I am sharing a 35-page overview of the latest Agentic RAG. The core problem this paper aims to address is the outdated, inaccurate outputs, and hallucinations that arise when today’s large language models (LLMs) rely on static training data to handle dynamic, real-time queries. It starts from the fundamental … Read more
Today is January 22, 2025, Wednesday, Beijing, sunny. Today is the Little New Year in the North, and the Spring Festival is approaching. This article continues to explore the progress of GraphRAG, specifically looking at the RAG scheme that directly uses KG, which is KG-RAG, provided that the KG is established. Some ideas are worth … Read more
Today in the garden of the palace, the beloved consort was frowning at the code in her hands, and I couldn’t help but ask. “My dear consort, what troubles you?” “Your Majesty, I have received a task to develop a shopping cart, and I must complete it within a day. But looking at so many … Read more
I used Cursor to code, and my boss thought I was “cheating”! “Xiao Xiao, your coding speed is unbelievable! You finished a feature that we estimated would take two days in just an hour?” My boss stood behind me, staring at my screen with suspicion. “Hehe, boss, I have a genius helping me!” I turned … Read more
1. Cursor Configuration Rules for AI I have compiled a set of personal development prompts for Cursor, which have shown excellent results overall. It incorporates the “O1 Thinking Chain” prompts from a notable contributor on GitHub, but I have shortened the original content due to its length, which would consume extra tokens. Nonetheless, it still … Read more
Cursor Code Optimization: Secrets to Boost Project Performance by 200% Introduction: Performance Dilemmas and Solutions As a seasoned front-end developer, Xiao Wang recently faced severe performance issues while working on a data visualization project. Slow page loads, choppy chart rendering, and delayed user interactions troubled him greatly. Traditional manual code optimization was not only time-consuming … Read more
Cursor: Smart Code Generation to Focus on Business Logic! Cursor is amazing! It can help you write code, freeing up more time to think about business logic instead of getting stuck on the syntax details. It’s like having a super assistant; you tell it what you need, and it quickly gets it done for you. … Read more
Cursor Code Refactoring: 5 Steps to Improve Code Maintainability Introduction As a developer, do you often encounter the frustration of increasingly messy project code, functions that easily exceed hundreds of lines, unclear class responsibilities, and changes that could trigger a chain reaction? These are typical manifestations of poor code maintainability. The traditional refactoring process requires … Read more