A critical prerequisite for training large language models is a high-quality, large-scale dataset. To promote the development of the open-source large model ecosystem, Cerebras has released a massive text dataset called SlimPajama, which can serve as a training dataset for large language models and is of very high quality. Cerebras is an American AI chip … Read more
TL;DR Perplexity.ai is an AI-based search engine that uses natural language processing technology to help users quickly obtain accurate and concise answers. Unlike traditional search engines, Perplexity.ai can understand complex questions and provide comprehensive, detailed responses. Users can register for free and use it to get real-time intelligent answers by simply inputting questions. It is … Read more
Perplexity is a new AI-based search engine that provides more accurate and comprehensive answers, especially adept at handling complex or research-oriented questions. Compared to traditional search engines, Perplexity is not only ad-free but also boasts a search accuracy rate of up to 95%, making it highly reliable. In contrast to some domestic AI search engines … Read more
In the modern information age, efficiently collecting and analyzing vast amounts of information is a significant challenge we face. If there were a set of tools that could help you: Get the latest and most comprehensive industry report PDF in 1 minute Complete in-depth data analysis in 5 minutes Produce a professional-level research report in … Read more
Follow the public account 【Industry Report Think Tank】 for more exciting content 01 Abstract In 2024, artificial intelligence (AI) is no longer a futuristic technology from science fiction movies but has deeply integrated into all aspects of our lives. From customer service to healthcare, from creative production to cybersecurity, AI is sparking a revolution globally. … Read more
From Questioner to Architect: The Evolution of Prompt Engineers in the AI Era Introduction: The Paradigm Shift in AI Interaction “o1 is not a chat model (this is the key point)”, Ben Hylak and swyx & Alessio pointed out in an article published on January 12, 2025 (https://www.latent.space/p/o1-skill-issue[1]) that there is a profound transformation occurring … Read more
Key Points CAG (Cache-Augmented Generation) is a new paradigm that preloads all necessary information into the model’s context window, avoiding the real-time information retrieval delays and error risks associated with traditional RAG (Retrieval Augmented Generation). CAG uses a KV caching mechanism to preload the entire knowledge base as key-value pairs, enhancing response speed, accuracy, and … Read more
In recent years, the demand for artificial intelligence (AI) software has significantly increased among organizations of all sizes, as they seek to leverage AI to remain competitive. This article details a range of AI software and related services, such as generative AI, machine learning, natural language processing, computer vision, and deep learning, aimed at solving … Read more
Hello! I am your old friend Amanda. Long time no see! On December 20, 2024, Anthropic published an article about how to build effective agents. Original link: https://www.anthropic.com/research/building-effective-agents The article mainly discusses the experiences and practical advice for building Large Language Model (LLM) Agents across different industries. It emphasizes that successful implementations typically adopt simple, … Read more
Are you confused while building an AI Agent? Anthropic’s architecture design and practice guide is here! This article delves into how to construct an efficient AI Agent, with the core point being: the key to success is not building the most complex system, but rather creating a system that fits your needs. By utilizing simple, … Read more