AI Sharing Circle

1, System Prompt statement that articulates the underlying guidelines and provides a description of the available tools. (See Prompt1 and Prompt2.) 2. User goals are presented to the Big Model. 3, The big model elaborates on the expected modification behavior of the user goal and specifies the execution plan. 4, The engine proposes...

Introduction Retrieval-enhanced generation (RAG) is a powerful technique that combines the benefits of large language models with the ability to retrieve relevant information from a knowledge base. This approach improves the quality and accuracy of generated responses by basing them on specific retrieved information.a This note...

INTRODUCTION BM25 Retrieval Augmented Generation (BM25 RAG) is an advanced technique that combines the BM25 (Best Matching 25) algorithm for information retrieval with a large language model for text generation. By using a validated probabilistic retrieval model, this method...

Comprehensive Introduction Bambo is a new type of proxy framework, which is lighter and more flexible than the mainstream frameworks and can handle a variety of load tasks.Bambo achieves efficient proxy functionality by defining all the tools in the tool catalog and using asynchronous custom functions. Users can use the llm_c...

Recently, Fudan University released the "Regulations of Fudan University on the Use of AI Tools in Undergraduate Thesis (Design) (for Trial Implementation)", which clearly puts forward the "six prohibitions", and regulates in detail the use of Artificial Intelligence (AI) tools in the process of writing undergraduate thesis (design). According to the I...

Data from the World Meteorological Organization (WMO) shows that in the last 50 years, an average of one weather, climate, or flood-related disaster has occurred every day, resulting in 115 deaths and $202 million in economic losses every day. Therefore, building more accurate weather forecasting systems...

Leaky pipes are an undetectable enemy in the battle to conserve water, causing an average of 301 TP3T of piped drinking water to be lost globally, and in some regions this is as high as 701 TP3T. In some regions, the rate is as high as 701 TP3 T. These leaks are often difficult to pinpoint, but an innovative AI technology is changing that...

Cursor reset machine code to achieve permanent free use At present, the new version of Cursor led to the reset machine code tool is invalid, can be used temporarily: Cursor Reset: Reset Cursor 0.45.x above the version of the device identification of the script Previously released ...

Both ChatGPT and Claude have introduced special modes to facilitate the writing of longer articles. This time, we will unbox these two new services, learn how they are used and their features, and try to figure out the most appropriate way to apply them. Imagine a scenario where you are writing a longer article using AI...

General Introduction LAMBDA (Local Auto MailBox Draft Assistant) is a localized AI email automation system designed to learn from a user's email style and generate a draft for every unread email in the Gmail inbox...