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OpenAI API

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Ops Development Stories
Ops Development Stories
Jun 15, 2025 · Artificial Intelligence

How to Deploy vLLM for Fast LLM Inference on GPU and CPU – A Step‑by‑Step Guide

This article walks through deploying the high‑performance vLLM LLM inference framework, covering GPU and CPU backend installation, environment setup, offline and online serving, API usage, and a performance comparison that highlights the ten‑fold speed advantage of GPU over CPU.

CPU deploymentGPU deploymentLLM inference
0 likes · 38 min read
How to Deploy vLLM for Fast LLM Inference on GPU and CPU – A Step‑by‑Step Guide
DevOps
DevOps
Jan 6, 2025 · Artificial Intelligence

Ten Popular Large Language Model Deployment Engines and Tools: Features, Advantages, and Limitations

This article reviews ten mainstream LLM deployment solutions—including WebLLM, LM Studio, Ollama, vLLM, LightLLM, OpenLLM, HuggingFace TGI, GPT4ALL, llama.cpp, and Triton Inference Server—detailing their technical characteristics, strengths, drawbacks, and example deployment workflows for both personal and enterprise environments.

AI inferenceCloud NativeGPU Acceleration
0 likes · 16 min read
Ten Popular Large Language Model Deployment Engines and Tools: Features, Advantages, and Limitations
Java Architect Essentials
Java Architect Essentials
Dec 18, 2023 · Backend Development

Integrating OpenAI ChatGPT API with Spring Boot: A Step‑by‑Step Guide

This guide walks you through building a Spring Boot application that calls the OpenAI ChatGPT API, covering prompt concepts, API request details, required dependencies, configuration of RestTemplate with authentication, DTO definitions, controller implementation, and example use cases.

Backend DevelopmentChatGPTJava
0 likes · 11 min read
Integrating OpenAI ChatGPT API with Spring Boot: A Step‑by‑Step Guide
php中文网 Courses
php中文网 Courses
Oct 24, 2023 · Artificial Intelligence

How to Build a ChatGPT-Powered Smart Chatbot Using PHP

This article explains step-by-step how to develop an intelligent ChatGPT-powered chatbot with PHP, covering environment setup, installing the PHP ChatGPT library, writing code to send messages and receive responses via the OpenAI API, and testing the bot with example scripts.

AI chatbotChatGPTOpenAI API
0 likes · 4 min read
How to Build a ChatGPT-Powered Smart Chatbot Using PHP
Continuous Delivery 2.0
Continuous Delivery 2.0
May 16, 2023 · Artificial Intelligence

How to Write Effective Prompts and Use the OpenAI Python API

This article explains practical principles and techniques for crafting clear, specific prompts for ChatGPT, demonstrates how to structure prompts with separators and output formats, and provides a step‑by‑step guide—including code examples—for installing the OpenAI Python library, obtaining an API key, and writing a reusable get_completion function to interact with the model.

AIChatGPTOpenAI API
0 likes · 9 min read
How to Write Effective Prompts and Use the OpenAI Python API