Original article: https://arxiv.org/abs/2409.09030 Abstract In recent years, Large Language Models (LLMs) have enjoyed remarkable success and have been widely used in a variety of downstream tasks, especially in tasks in the software engineering (SE) domain. We have found that many studies that combine LLMs with SE...
The o1 series of models are advanced process reasoning models, of which the small-sized o1-mini model has the potential to be stronger than o1-preview in terms of logical reasoning, although the world knowledge capability has been cut down. Currently, o1-mini is only open to some free accounts to preview the experience, and whether or not your account is officially open to the o1-mini model,...
Enable Builder Smart Programming Mode, unlimited use of DeepSeek-R1 and DeepSeek-V3, smoother experience than the overseas version. Just enter the Chinese commands, even a novice programmer can write his own apps with zero threshold.
As we all know, when we need to let a large language model execute a task, we need to input a Prompt to guide its execution, which is described using natural language. For simple tasks, natural language can describe them clearly, such as: "Please translate the following into Simplified Chinese:", "Please generate the...
Generate pseudo-code Original: https://claude.site/artifacts/0f8789d0-9abc-45d9-9b7c-3cc0187de042 Example of use: https://chatgpt.com/share/66e86380-1174-800b-b027- c81841ab7746 within the following...
This guide is intended to be a concise introduction for readers interested in researching AI UX design. This guide will cover the role of the AI engineer, the AI value chain and success stories of AI applications, and explore some of the basic principles of AI UX design. Original article: https://docs.google.com/pr...
Comprehensive Introduction AI YouTube Shorts Generator is a powerful tool designed to help users quickly generate high-quality short YouTube videos. By utilizing artificial intelligence technology, the tool is able to extract key clips from long videos and automatically generate short videos suitable for social media distribution. This doesn't...
Good morning, everyone! I'm Louis-Francois, co-founder and CTO of Towards AI, and today we're going to dive into what may be the best Retrieval-Augmented Generation (RAG) stack available today -- thanks to the fascinating research of Wang et al. (2024). This research provides a treasure trove for building optimal RAG systems...
This article is a translation of Juan Stoppa's blog post Code Smarter, Not Harder: Developing with Cursor and Claude Sonnet. It's called a translation because most of the content is based on my own experience, but because the framework is based on his article...
General Introduction NotebookLM is a personalized AI collaboration tool from Google designed to help users use their minds to their full potential. Users can upload documents, and NotebookLM instantly masters the content of these sources, enabling users to easily read, record notes, and use the tool to optimize and...
Comprehensive Introduction GOT-OCR2.0 is a StepStar co-proposed de Open Source Optical Character Recognition (OCR) model, which aims to drive OCR technology towards OCR-2.0 through a unified end-to-end model. The model supports a wide range of OCR tasks, including normal text recognition, formatted text recognition, fine-grained OCR, multi...
Before my website is in Siteground above the server, should use the Singapore server room, so Google Site Kit installation and use is no problem; since I will move the site back to the Aliyun ECS cloud server, after the installation of Google Site Kit can not be used, has been...
Comprehensive Introduction Zhida Direct (zhida.ai) is an intelligent Q&A and search tool based on AI big model launched by Zhihu. It is centered on the quality content of the Zhihu community and combines multiple data sources to provide users with reliable access to information. ZhihuDirect not only generates both brief and in-depth answers, but also supports...
Course As the saying goes, "Writing is rewriting." It has been proven that Claude can usually improve the accuracy of his responses when asked! There are many ways to prompt Claude to "think again." The same ways that allow one to naturally check one's work usually apply to Claude. (Questions about when and how...
Exercise In this exercise, we will write prompts for a programming assistance and teaching robot that can read code and provide guided corrections when appropriate. Fill in each of the yellow boxes below with prompt elements that match the descriptions and examples in the previous Complex Prompts example. When you fill in the...
Example Prompts in finance can be quite complex for reasons similar to legal prompts. Below is an exercise for a financial usage scenario where Claude is used to analyze tax information and answer questions. As with the legal services example, we have reordered some of the elements as i...
Course Input prompts in the legal industry can be quite complex due to the need to: Parse long documents Handle complex subject matter Format output in a very specific way Follow a multi-step analysis process Let's look at how to use a complex input prompt template to build an input prompt for a specific legal use case. Example Below...
COURSE Congratulations you've made it to the last chapter! Now it's time to put it all together and learn how to create unique and complex prompts. In the following, you'll use our recommended structure for leading complex prompts. In the second half of the chapter, we'll show some industry-specific prompts and explain what these mention...
Lesson Some bad news: Claude sometimes "hallucinates" and makes untrue or unreasonable statements. The good news is that there are techniques that can help you minimize the occurrence of hallucinations. In the following, we will discuss a few of these techniques, which include: Giving Claude the opportunity to answer questions he doesn't know the answers to...
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