AI Deployment

Automated Deployment of Yudao Project with Ansible

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Automated Deployment of Yudao Project with Ansible

Automated Deployment of Yudao Project with Ansible Introduction Ansible is an extremely simple IT automation system. It can be used for configuration management, application deployment, cloud resource configuration, ad-hoc task execution, network automation, and multi-node orchestration. Ansible can easily achieve complex operations such as zero downtime rolling updates (in conjunction with load balancers). Preparation To … Read more

Open Source Ansible Playbook Management Platform AWX

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Open Source Ansible Playbook Management Platform AWX

1. Introduction to AWX ● AWX is the open-source version of Ansible Tower (the upstream product of the enterprise version), a visual interface server automation deployment and operation management platform. ● AWX provides a web-based user interface, REST API, and a task engine built on Ansible. ● The graphical AWX makes it easier to orchestrate … Read more

Image Recognition System (Non-Docker Version) – Complete Deployment Documentation – Ubuntu (Orange Pi Development Board Testing) Learning Record 2

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Image Recognition System (Non-Docker Version) - Complete Deployment Documentation - Ubuntu (Orange Pi Development Board Testing) Learning Record 2

1. Project Overview This project is a machine learning-based Partial Discharge (PD) image recognition system that uses the Support Vector Machine (SVM) algorithm to automatically classify different types of partial discharge images. The system provides RESTful API services through the FastAPI framework, allowing it to receive uploaded images and return recognition results. 2. Features • … Read more

Technical Discussion: High Availability with Kolla-Ansible

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Technical Discussion: High Availability with Kolla-Ansible

In our past technical practices, we have discussed how to achieve containerized deployment of the OpenStack cloud platform using the Kolla-Ansible tool. Now, with the dual demands of enterprise users for operational experience and system resilience, this article will integrate the new Skyline component into the Kolla-Ansible toolchain. Skyline, as the next-generation dashboard for OpenStack, … Read more

Goodbye Manual Operations! Automating Server Configuration and Deployment with Ansible and Python

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Goodbye Manual Operations! Automating Server Configuration and Deployment with Ansible and Python

It was a Wednesday night at 11 PM, and I was about to pack up and leave when suddenly the product manager rushed over and said: “Bro, we need to deploy a new feature on 20 servers tomorrow, and configure nginx, redis, mysql…” At that moment, I felt overwhelmed. If I had to manually SSH … Read more

Developing AI Agents with Python (Part Four)

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Developing AI Agents with Python (Part Four)

The previous article introduced how to define prompt templates within the Langchain framework. This article will introduce a tool in the LangChain ecosystem called LangServe. 1. What is LangServe? LangServe is a tool in the LangChain ecosystem designed to help developers quickly deploy chains, agents, or other runnable objects developed with LangChain as REST API … Read more

Minimalist Linux Deployment of Enterprise-Level MySQL Server | High Performance Support for Production Environments!

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Minimalist Linux Deployment of Enterprise-Level MySQL Server | High Performance Support for Production Environments!

^_^Hello everyone, I am from Code Sea Intelligence!^_^ In enterprise applications, Linux is the preferred operating system for servers, primarily used for databases, middleware servers, and application servers. It is also leading in the deployment of large models that have recently gained popularity! 01 — Environment Preparation Download the Linux version of the MySQL server. … Read more

Deployment of vLLM Enterprise Large Model Inference Framework (Linux)

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Deployment of vLLM Enterprise Large Model Inference Framework (Linux)

Introduction Compared to traditional LLM inference frameworks (such as HuggingFace Transformers, TensorRT-LLM, etc.), vLLM demonstrates significant advantages in performance, memory management, and concurrency capabilities, specifically reflected in the following five core dimensions:1. Revolutionary Improvement in Memory Utilization By utilizing Paged Attention technology (inspired by the memory paging mechanism of operating systems), the KV Cache (Key-Value … Read more

Quick Deployment of Single Node Single Disk Architecture MinIO on Linux

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Quick Deployment of Single Node Single Disk Architecture MinIO on Linux

Download MinIO Server Files This step describes how to deploy MinIO in a single node single disk (SNSD) configuration for early development and evaluation. The SNSD deployment does not provide any additional reliability or availability beyond what is offered by the underlying storage volume implementation (RAID, LVM, ZFS, etc.). The SNSD deployment uses a zero-parity … Read more

Detailed Explanation of Pod Controller – Canary Release

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Detailed Explanation of Pod Controller - Canary Release

“Learning k8s from Scratch” Canary Release The Deployment controller supports controlling the update process, such as “pause” or “resume” update operations. For example, after a batch of new Pod resources is created, the update process is immediately paused. At this point, only a portion of the new version of the application exists, while the majority … Read more