1. Role-Playing Method: Acquiring Deep Professional Knowledge The role-playing method allows AI to act as an expert in a specific field. By precisely anchoring its identity, it stimulates its knowledge reserves in the relevant area, thus providing answers from a professional perspective. The command format is: “You are a ‘professional role’, please ‘execute task’ + … Read more
In recent months, the number of AI tools released has been increasing. ChatGPT is a powerful tool, an advanced large language model (LLM) that can understand and engage in human-like text conversations. While ChatGPT has proven capable of generating conversational text, it can greatly benefit people across various industries. For data analysts, ChatGPT can enhance … Read more
Disclaimer: This article is for learning and communication purposes only, and should not be used as a reference for auction bidding! Neural networks are used to find the weight relationship between inputs and outputs based on existing data (approximately), and then utilize this weight relationship for simulation. The output value is set as the minimum … Read more
Selected from Medium Author:Shagun Maheshwari Translated by Machine Heart Contributors: Chen Yunzhu, Lu This article introduces a new model called XNN (Explainable Neural Network) designed to “open” and explain neural networks. The network consists of three important components: the projection layer, subnetworks, and the combination layer. XNN can also serve as an alternative to complex … Read more
Explorations of Large Models in Data Warehouse Applications Starting in the second half of 2024, the application ecosystem of large models has rapidly exploded. The first one that shocked me was Cursor, which achieved a remarkably high accuracy in intent recognition. The second was DeepSeek during the Spring Festival, which showed me the possibilities of … Read more
DeepSeek, as a trend-setting financial tool, with its powerful features, can easily achieve automation of accounting processes, instant report generation, and precise financial analysis. However, this does not mean that financial personnel will face the fate of being replaced. On the contrary, the emergence of DeepSeek will further propel the finance industry towards polarization, where … Read more
In a market environment that emphasizes low costs and high efficiency, leveraging AI Agents to assist enterprises in digital transformation, achieving business process automation, and intelligent management decision-making has become a highly regarded application scenario for large models. However, to truly implement intelligent AI Agents, many challenges still need to be addressed. This presentation mainly … Read more
Introduction Since the beginning of the 21st century, with the rapid development of the social economy, the demand for resources has continued to increase. However, shallow mineral resources are increasingly depleted, forcing mining work to shift underground. After blasting and excavating deep tunnels, the surrounding rock inevitably produces a loose circle due to the coupling … Read more
"IT Chat" is a professional IT information and service platform under the Machinery Industry Press, dedicated to helping readers master more professional and practical knowledge and skills in the broad IT field, quickly enhancing workplace competitiveness. Click on the blue WeChat name to quickly follow us! Faced with numerous large model choices in the market, … Read more
Author: Mariya Mansurova Translation: Ouyang Jin Proofreading: Zhao Ruxuan This article is approximately 3500 words, recommended reading time is 10 minutes. This article discusses the impact and insights of LLMs on the future work of analysts through two specific use cases that used the OpenAI API to build LLMs to solve simple tasks. In the … Read more