Table of Content
100,000 yuan for the full version of DeepSeek, this company turned the table on the all-in-one machine market｜Jia Zi Guang Nian
Explore new breakthroughs in AI tools! Xingyun Integrated Circuit launched the DeepSeek all-in-one machine "Brown Ant" for only 100,000 yuan, which can run a full-blooded large model at a speed of 20 tokens/s. It supports a variety of data precisions and models, breaking the monopoly of computing power in the all-in-one machine market. In-depth analysis of the technical principles and...
Explore the technical implementation of building AI Agents with scalable long-term memory
This article discusses the technical implementation of building AI Agents with scalable long-term memory. The core is to solve the fixed context window limitation of large models. The article introduces key technologies such as RAG, including dynamic extraction and integration of retrieval information, graph-based memory representation, etc., and deeply analyzes the technical principles and...
HiRAG: High-precision RAG based on hierarchical knowledge indexing and retrieval
Explore new breakthroughs in the field of RAG! This article deeply analyzes the defects of the current RAG technical framework, such as the distant structural relationship between semantically similar entities and the gap between local and global knowledge. To this end, a retrieval enhancement generation framework based on hierarchical knowledge (HiRAG) is proposed to fully tap the potential...
What? Just by speaking, you can let a large model help you organize your computer desktop?!
Want to let the big language model help you organize your computer desktop easily? This article explains it in detail! Based on the MCP protocol, use Golang to build an intelligent cleaning system, and combine the big language model to achieve automated operations. It not only introduces the MCP architecture design and communication process, but also the details of Server implementation. New...
What is the Playoff prompt? Why can it help you force the best decision and solution from AI?
Explore the secrets of innovation in the AI field and learn how RAG and Playoff prompts can help optimize decision making. This article deeply analyzes the Playoff prompt framework, which is specifically designed to cure mediocre AI answers and provide excellent solutions for creative ideas, strategy formulation, etc. Want to get more practical tips? Click to read!
Six common misunderstandings about MCP protocols: How many of them do you have?
In-depth analysis of six common cognitive misunderstandings of the MCP protocol to reveal its technical truth. The article discusses the key role of MCP in the large model technology architecture and its relationship with RAG. Detailed interpretation of the large model technology principles, such as protocol positioning deviation. A comprehensive review of the MCP protocol for you to help you...
AI-controlled browser: browser-use - A comprehensive introduction
Explore the innovative application of AI big models in the field of smart hardware, and the browser-use tool has emerged! Supported by YCombinator, it allows AI agents to control web browsers and realize automatic website access and interaction. It has powerful functions such as vision + HTML extraction and is widely compatible with multiple LLMs. Learn about the integration of smart hardware...
What is the AI knowledge base? How to adjust the parameters for different application scenarios?
In-depth analysis of the AI knowledge base to unveil its mystery for you! Detailed explanation of its working principle, such as the RAG technical principle and architecture. Provide specific parameter configuration solutions for different application scenarios, such as content creation, enterprise knowledge management, etc. Let you easily master and make AI output more accurate. Click to...
Has Ali Tongyi become the "Whampoa Military Academy" of AI?
Explore the latest trends in the field of AI big models! The talent flow of Ali Tongyi Lab has attracted attention, and it has become a new generation of "AI Huangpu Military Academy". Analyze the strong support and strategic layout behind Tongyi, and reveal the current status and principles of big model technology. The Qianwen series has performed well, and Qwen continues to evolve. Want to...
ByteDance has open-sourced the core of Coze! The visual workflow engine FlowGram is launched, and AI empowers the visual process!
ByteDance's open-source core visual workflow engine FlowGram combines AI enhancements and supports rich features such as dual layout mode. It is particularly suitable for visual workflow scenarios with clear input and output, and is developed based on TypeScript, which can realize local deployment of large models. Want to know more about the local deployment of open-source large models? Click...