Zhixiang Pan

On the fourth day of the lunar new year, the author watched "Ne Zha 2" with family members. With the help of DeepSeek R1, the author sorted out and drew the relationships among the characters from "The Investiture of the Gods" in the movie. The article introduces the relationships among characters and the characteristics of different sects, also mentions the origin of the Western Sect and Buddhism. Finally, the author laments the high ticket price and intends to write a series of articles with the assistance of AI.

This article introduces an LLM Multi Agent application script based on Microsoft's AutoGen framework. Taking SRE requirements as an example, it showcases the functions of 4 different role Agents. It also mentions the selection of large language models, applicable scenarios, and the writing of Agent logic. Finally, the code and usage instructions are provided.

Two days before the Mid - Autumn Festival, the author came up with the idea of developing a mini - program to identify food ingredient lists and analyze their health levels. The author shared the development process, the pitfalls encountered, discussed the hardships of independent developers, and finally expressed that this process was very rewarding.

The author records the real - time fund investment situation in September. Although the fund portfolio had a good return in September, the overall position is still in the red. The investment portfolio is shared, and it is believed that those who made money this time are mostly those who endured long - term losses. The author also talks about the subsequent investment plan and the purpose of sticking to fund regular investment for retirement preparation.

This article shares the content of Li Mu's presentation at Shanghai Jiao Tong University, including his views on the application of large language models (LLMs), the idea that "with enough data, everything can be automated", as well as his insights on working for others, pursuing a Ph.D., and starting a business, the sources of motivation, and methods of self - improvement. The author also shares personal reflections.

This article introduces how to integrate domestic large language models (LLMs) into AutoGen. AutoGen natively doesn't support domestic LLMs but allows for custom model integration. It elaborates on the protocol requirements for custom model classes and provides sample code for using the Claude model hosted by UNIAPI, which can be applied to domestic LLMs.

This article replicates the "Is My Partner's Money My Money?" debate demo based on AutoGen, with 11 agents participating. The full text of the debate is presented, including the confrontations between the viewpoints of the affirmative and negative sides, exploring the financial relationship between partners, and helping you understand the application of AutoGen.

This article records how to use AutoGen's GroupChat to develop relatively complex functions. Taking the development of a front - end and back - end separated personal blog website as an example, it introduces the role settings and code implementation in GroupChat, and also mentions how to select the Agent for each speech, with detailed code examples attached.

This article introduces AutoGen, an open - source framework for building AI Agents and simplifying multi - Agent cooperation. Its goal is to provide a convenient and flexible framework for generative AI development and research. It also provides installation and usage example code, demonstrating multi - agent collaboration.

The blogger shares the process of adding a description tag to a static blog built with Hexo + Next to improve SEO. First, following the suggestions of Claude 3.5 Sonnet didn't work. Later, adding code in the head section of _layout.njk solved the problem. An Obsidian plugin was also developed to assist in generating descriptions using large language models (LLMs), and the code has been open-sourced.

The author of this article records the experience of developing the Docker Image Sign (DIS) system during the company's PCI DSS certification, including technology selection, development and deployment, two incidents, and post - incident reviews. The first incident was due to high concurrency causing the service to crash, and the second was due to a failure in a dependent service. Ultimately, it was concluded that one should not rashly promise to provide a service within a short time.

The author's baby is nearly 7 months old and wakes up around 5 am. Inspired by "52 Positive Discipline Tools in the Family", the author starts to get up with the baby at 5 am, takes the baby for a walk in the community, and then has an hour of personal time. The author has high efficiency and a good mood, and unexpectedly reaps the beauty of getting up early.

This article introduces the four golden metrics of a monitoring system, including their origin, specific metrics (latency, traffic, errors, saturation), precautions when applying them, emphasizes the importance of focusing on the metric distribution rather than the average value, provides examples, and mentions relevant analysis tools.

This article records the 9 funds the author is currently regularly investing in, including Invesco Great Wall CSI 500 Index Enhanced A, etc. It analyzes the proportion of index funds, elaborates on how the investment philosophy is influenced by Yinhang Luodingding and Meng Yan, and also explains the reasons for regularly investing in each fund.

With the support of his wife, the author launches the "Real - time Fund Portfolio" series to record the process of fund investment. He shares his current holding situation, points out the mistakes made in four - year regular investment, introduces the use of Tiantian Fund for investment and its portfolio function, and also mentions the profit situation. He will continue to record the investment journey in the future.

This article outlines the modules and corresponding tools within the DevOps toolchain, covering 9 modules such as code management, CICD, and configuration management. It introduces tools like Git, Jenkins, and Ansible, and mentions that tool selection should consider factors such as compatibility with existing processes.

This article introduces the family member recognition function of the home assistant robot OriginBot, including face detection and recognition. The optimized Haar cascades algorithm is used for face detection, and the Alibaba Cloud Vision Intelligence Open Platform is selected for face recognition. The article also provides the face detection code and the advantages and disadvantages of FaceNet.

This article records the usage and best practices of Dockerfile, covering the differences between COPY and ADD commands, multi-stage builds, the differences between CMD and ENTRYPOINT, the method to obtain the SHA256 of a Docker image, and also introduces the functions and cases of Docker Compose.

The blogger started writing technical note - style blogs in 2020. After ChatGPT became extremely popular, there was a time when the motivation to write blogs waned due to the high - efficiency of large language models (LLMs) in answering questions. However, as the usage of LLMs increased, the blogger realized that writing blogs helps with review and re - thinking, and will continue to write technical note - style blogs in the future.

Introduce the CSI All-Securities Company Index (code 399975) which consists of 50 constituent stocks. Analyze the characteristics and investment value of the securities industry. It is believed that profits can be made by buying low and selling high in combination with the cycle, and regular investment can be carried out in combination with valuation. Currently, the index valuation is low, and the author has started to make regular investments in related funds.