Author | Mandy GuTranslator | Ma KeweiPlanner | TinaSummary Generative AI can ensure data security through data anonymization and local model deployment while effectively enhancing employee productivity. Centralized management of tools that aligns with user behavior patterns is a key factor for successful implementation. Adopting trend technologies such as multimodal input and open standards can … Read more
AI smart assistants require users to input instructions/prompts, which then generate text responses. This is one of the characteristics of large language models (LLMs). Because of the user-friendly nature of LLMs and their diverse applications, they have quickly become ubiquitous in the field of AI technology, penetrating various disciplines.However, many people have reported that AI … Read more
This article is reproduced from the public account: Fudan DISC 01 Background Introduction Figure 1: Examples of social movements such as #MeToo, Roe v. Wade, and Black Lives Matter (Image source from the internet). In the past few decades, social media has witnessed numerous social movements, such as #MeToo and #BlackLivesMatter. Twitter provides a powerful … Read more
In the wave of artificial intelligence technology, artificial intelligence-generated content (AIGC) tools such as ChatGPT and other large-scale language model (LLM)-based tools are emerging. In order to identify the originality of the content, it may be worthwhile to try to use its spear to attack its own shield, using AI detection tools to identify AI-generated … Read more
Click the above “Beginner Learning Vision”, select to add Star or Pin Essential Insights Delivered First Hand This article is reprinted from: Machine Heart Agents are one of the most discussed buzzwords in the AI field recently. At the end of 2024, Google emphasized the arrival of the Agentic era with the release of Gemini … Read more
Source: DeepHub IMBA This article is about 3,400 words long and recommends a 10-minute read. LM Studio provides a convenient way to offer models using an OpenAI-compatible interface. GPT-4 is widely regarded as the best generative AI chatbot, but open-source models have been improving and can surpass GPT-4 in certain specific areas through fine-tuning. In … Read more
What is DeepSeek? DeepSeek, fully known as Hangzhou DeepSeek Artificial Intelligence Basic Technology Research Co., Ltd., was established on July 17, 2023. It is an innovative technology company focused on developing advanced large language models (LLM) and related technologies. In Silicon Valley, DeepSeek has long been referred to as “The Mysterious Power from the East”, … Read more
Overview:Recently, with the rising popularity of large models such as DeepSeek and KiMi, the related technologies and topics of large model inference have become a focal point. These models not only demonstrate strong capabilities in fields such as natural language processing and computer vision, but also drive the rapid development of intelligent dialogue, content generation, … Read more
Introduction It is an open-source RAG (Retrieval-Augmented Generation) engine built on deep document understanding. It mainly provides a streamlined RAG workflow for enterprises and individuals of various sizes, leveraging large language models (LLMs) to handle users’ diverse complex format data, offering reliable Q&A and well-founded citations. Its main features include: 1. Deep Document Understanding: Capable … Read more
DeepSeek’s explosive popularity has once again showcased the power of LLMs. To better utilize LLMs, let’s take a look at the highest-scoring article in the Agent field at the 2024 ICLR conference, which has the most GitHub stars—MetaGPT. Let’s briefly review the research motivation: existing multi-agent systems based on LLMs can solve simple dialogue tasks, … Read more