How is APIYI? 2026 Latest Neutral Review: 7-Dimension Breakdown of This AI Large Language Model API Proxy Service

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"How is APIYI?" This is a question I've been asked repeatedly in various Chinese AI developer communities over the past six months. The people asking generally fall into two camps: independent developers who are already juggling three separate accounts, three billing cycles, and three sets of invoices for OpenAI, Anthropic, and Google; and engineering leads … Read more

Mastering Computer Use API invocation: A 3-step quick integration guide for Claude, Gemini, and GPT-5.4 platforms

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"Can AI actually operate my computer for me?" This has been one of the hottest topics in the developer community lately. The answer is yes—and more than one vendor offers this capability. In this article, we’ll dive deep into the technical principles of the Computer Use API, compare the integration methods for Claude, Gemini, and … Read more

Can Large Language Models accept PDF input directly? 3 solutions for PDF processing requirements

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Author's Note: A detailed look at how Large Language Model APIs like GPT-4o, Claude, Gemini, and DeepSeek handle PDF inputs, including three processing strategies: text extraction, image understanding, and client-side handling. "Can I pass a PDF directly into a Large Language Model API?" This is one of the most common questions developers ask. The answer … Read more

OpenAI Compatible Mode vs Claude Native Format: 7 Key Differences That Determine Which Access Method You Should Use

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Author's Note: A detailed comparison of 7 key differences between OpenAI-compatible mode and the native Claude API format, including support for features like Prompt Caching, Extended Thinking, and tool calling, to help you choose the most suitable integration method. Using the OpenAI SDK to call Claude models by just changing the base_url seems convenient—but you … Read more

Mastering the 3 Core Mechanisms of Claude API Caching Billing: 5-Minute vs. 1-Hour Cache Write Price Comparison and Detailed Explanation of Cross-Account Cache Isolation

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Author's Note: A deep dive into Claude API's caching billing mechanism, comparing the price differences between 5-minute and 1-hour cache writes, addressing cross-account cache hit questions, and contrasting the caching billing differences between AWS Bedrock and the official Anthropic API. Claude API's Prompt Caching is a core strategy for reducing API call costs, but many … Read more

Mastering Veo 3.1 API 6 Major Parameter Differences: Flow Reverse vs Vertex Official Forwarding Complete Comparison Guide

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As Google DeepMind's latest video generation model, Veo 3.1 offers a few different ways to hook into its API, which can be a bit confusing for developers. What’s the actual difference between the Flow Reverse interface and Vertex Official Forwarding? In this post, we'll break down the differences across 6 core parameters to help you … Read more