DeepSeek, known in Chinese as “深度求索”, is a large language model developed by a domestic artificial intelligence company. It has topped the App Store in over 140 countries and regions worldwide, becoming a focal point in the global technology sector. With its powerful natural language processing capabilities, it can understand and answer questions, assist in … Read more
Artificial intelligence, from its name, suggests two characteristics: automation and intelligence. From these two perspectives, the level of intelligence is insufficient, leading to an inability to truly achieve automation in practice. For example, a private enterprise has bank reconciliation statements, each bank’s statement has different formats and a large quantity, resulting in a significant workload! … Read more
In recent days, AutoGPT has gained significant popularity. This project, launched by developer Significant Gravitas, can automatically help you complete all tasks using GPT-4 based on the goals you set. All you need to do is provide your OpenAI API Key, ensuring it has funds, and it can achieve your objectives by using Google search, … Read more
Introduction: Recently, AutoGPT has been trending everywhere. What is AutoGPT? If ChatGPT is a car, then AutoGPT is an airplane. In simple terms, it is a step further than ChatGPT, as AutoGPT can connect to the internet and operate autonomously, executing set goals until completion. However, if you want to try using the AutoGPT tool … Read more
Why Do You Need This AI Assistant? Complex Requirement Documents PRD documents can be dozens of pages long, mixing text and images, making it easy to overlook test points when extracting manually. Time-Consuming Test Case Design It requires considering various methods such as equivalence class, boundary value, and exception flows, which can be overwhelming. Difficult … Read more
1. Technical Background and Design Goals Current content generation systems face three common technical challenges: low efficiency in processing multi-source heterogeneous data, insufficient structural coherence in long text generation, and weak collaborative generation capabilities for multimodal content. This research proposes a solution based on the LangGraph framework, aiming to build a modular and scalable intelligent … Read more
1 Introduction In recent years, AI agents have been widely integrated into various business processes, fundamentally changing the way decisions are made. AI-driven systems can automatically perform routine tasks, saving time and resources. However, when dealing with complex decisions, such as expense approvals or customer service inquiries, human judgment remains indispensable. This is where the … Read more
In daily work, writing personal and team weekly reports is a tedious and monotonous task. Fortunately, this scenario is very suitable for leveraging artificial intelligence (AI) technology to simplify the process. Although there are various GPT-based agents available in the market, such as Wenxin Yiyan, iFlytek Spark, and Zhipu Qingyan, which can summarize content provided … Read more
AIGC, the iPhone moment of artificial intelligence. Author｜Zhao Jian The profound impact that ChatGPT brings to various industries is far more than just its product form—a sufficiently intelligent chatbot. At this moment, perceptive tech companies have begun to integrate AIGC (AI Generated Content) capabilities into their products. Overseas, Salesforce recently launched Einstein GPT, the world’s … Read more
If you are in the AI field, you may have recently heard the term AI Agent frequently. In this article, we will delve into what it means when we refer to Agents in the context of large language models (LLMs) and artificial intelligence (AI). Before we dive deeper, one thing to remember is that the … Read more