Introduction This article delves into the essence, applications, and writing techniques of prompts. By defining prompts as expressions and discovering their potential as a “universal language” for communication with existing entities, the author shares numerous unique insights. Through the quadrant method, the key points for writing prompts in different situations are elaborated. Additionally, it introduces … Read more
Guide by Ali Mei Prompt engineering does not require complex programming knowledge; anyone can use prompt engineering to become an AI master. This article only discusses prompt engineering and does not cover model training or other content. It only discusses text generation and does not involve image-related fields. Background In this rapidly changing technological era, … Read more
Hello everyone, I am your tech blogger. Today, I want to share with you a new product that may revolutionize the programming world—Trae, a free AI programming and learning tool launched by ByteDance. If you are a developer or have a strong interest in programming, then join me to explore the charm of Trae. 1. … Read more
With the rapid development of artificial intelligence technology, AI aggregation tools have gradually become essential tools for various industries to improve efficiency and enhance intelligent services. AI aggregation tools can integrate multiple AI applications, providing users with one-stop intelligent services. So, what AI aggregation tools are available? In this article, we will compare several common … Read more
Since Tomas Mikolov from Google proposed Word2Vec in “Efficient Estimation of Word Representation in Vector Space”, it has become a fundamental component of deep learning in natural language processing. The basic idea of Word2Vec is to represent each word in natural language as a short vector with a unified meaning and dimension. As for what … Read more
Python Natural Language Processing Tool: Word2Vec from Beginner to Practical Hello everyone, I am Niu Ge! Today, I will take you deep into understanding Word2Vec, a very important tool in the field of natural language processing. With it, we can enable computers to truly “understand” the relationships between words, achieving smarter text processing. What is … Read more
Word embeddings represent a word with a numerical vector, which is different from the IDs used in Tokenization. Word embedding vectors carry more semantic information. This article will illustrate Word2Vec: a method for word embeddings. This series also includes illustrations of Tokenization, Transformer, GPT2, and BERT. If you want to learn about Tokenization, please see … Read more
Author: Li Xuedong Editor: Li Xuedong Introduction: Nowadays, deep learning is all the rage. Deep learning has made significant progress in the field of image processing. With the release of Word2Vec by Google, deep learning has also sparked a frenzy in the field of Natural Language Processing (NLP). As I am currently working on … Read more
In the context of AI empowering education, teachers need an ideal AI-assisted tool to enhance teaching efficiency, optimize the teaching experience, and better meet the personalized needs of students. The ideal AI tool should be efficient, easy to use, and secure, while accurately supporting core aspects of teaching such as lesson preparation, instruction, assignment grading, … Read more
Hello everyone! Today I want to introduce you to a super interesting Python library — NLTK (Natural Language Toolkit). It is a powerful tool for natural language processing, helping us easily handle human language. Whether you want to analyze text, extract information, or build a chatbot, NLTK can be very useful. Let’s explore this magical … Read more