Author's Note: A detailed guide on how to migrate your Google AI Studio application to the APIYI platform. By simply modifying the request URL and API Key, you can enjoy the price advantage of Gemini models for as low as 20% of the original cost. Want to migrate an app built with Google AI Studio…
Author's Note: This guide details the latest web search features of the xAI Grok API, including full configuration methods and code examples for x_search (for X platform content) and web_search (for general web search). Many developers have the same question when using the xAI Grok API: How do I actually implement web search? The old…
Author's Note: A deep dive into the root cause of the Google Nano Banana Pro API 503 "model overloaded" error, providing 5 effective solutions to help developers stabilize their Gemini image generation services. When using Google Nano Banana Pro for image generation, encountering the 503 The model is overloaded error is a common headache for…
Author's Note: Full tutorial: Using the Gemini Video Understanding API to reverse-engineer viral video prompts and generate new ones with Sora 2—a one-stop e-commerce video replication workflow. It's a common headache for e-commerce operators: you see a competitor's video go viral, but you have no clue how to recreate that magic yourself. In this post,…
Author's Note: Detailed explanation of Sora 2 e-commerce video generation templates, including 7 presets like unboxing videos, product displays, and luxury ads, to help e-commerce sellers quickly create professional-grade product videos. High production costs and long turnaround times are common headaches for e-commerce sellers. This article will walk you through the full usage of Sora…
Author's Note: A deep dive into how the Nano Banana Pro API achieves original ratio output. Master the trick of omitting the aspect_ratio parameter to solve size maintenance issues in image editing. When using the Nano Banana Pro API for image editing, keeping the original image size is a common headache for developers. The official…
Author's Note: A deep dive into why Sora 2 generates garbled Chinese text in videos, providing 5 practical solutions including character consistency, post-processing, and alternative models. When using Sora 2 to generate videos, many creators run into the frustrating issue of Chinese characters in the background turning into unreadable gibberish. In this post, we'll dive…
On January 21, 2026, at 6:00 PM (CST), a wave of developers reported that Nano Banana Pro API calls were hitting constant timeouts, and failure rates for 4K resolution requests were skyrocketing. This article provides a full post-mortem of the outage, breaks down the root cause, and offers three practical emergency workarounds. Key Takeaways: Get…
When generating 4K images with Nano Banana Pro, the timeout and failure rates are significantly higher than at lower resolutions, which has been a major headache for many developers. In this article, we'll dive into the underlying principles of computing power consumption to explain the root causes of 4K instability and provide practical advice on…
Author's Note: Deep dive into the text structuring capabilities of the GLM-4.7 Large Language Model, and master practical tips for extracting key information in JSON format from complex documents like contracts and reports. Quickly extracting key info from vast amounts of unstructured text is a major hurdle in enterprise data processing. Released by Zhipu AI…
