API Use Cases

API application cases in various business scenarios

Using 3 Large Language Models for Physics Problem Quality Inspection: Gemini 3.1 Pro’s Actual Measured Accuracy Exceeds 95%

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Author's Note: A detailed guide on how to build a physics problem quality inspection pipeline using three Large Language Models—Gemini 3.1 Pro, Claude Sonnet 4.6, and GPT-5.4—including complete prompt templates and code examples. Using Large Language Models for physics problem quality inspection is an increasingly important direction for educational institutions and online learning platforms. Traditional … Read more

Comparison of 7 OpenClaw Cloud Deployment Solutions: Choosing the Best Platform for You in 2026

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OpenClaw, as an open-source AI Agent framework, supports deployment across various cloud platforms. But with so many options like DigitalOcean, Hetzner, Railway, and Oracle Cloud, how do you find the most cost-effective OpenClaw cloud deployment solution? This article systematically compares 7 mainstream OpenClaw cloud deployment platforms across four dimensions: price, performance, security, and ease of … Read more

Polishing Scientific Research Charts with Nano Banana Pro: A Guide to Automatically Applying Aesthetic Standards from 292 NeurIPS Papers

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Author's Note: A detailed look at how PaperBanana automatically extracts aesthetic norms from 292 NeurIPS 2025 papers to polish hand-drawn sketches and rough charts into publication-grade academic illustrations, covering four major optimization dimensions: layout, color scheme, typography, and iconography. Are your research figures suffering from these issues: crowded layouts, jarring colors, inconsistent fonts, or a … Read more

MoltBot Configure API Proxy: 3-Step Complete Tutorial to Access Claude Opus and Other Models

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Want to connect MoltBot to Claude Opus 4.5 or other Large Language Models but aren't sure how to configure an API proxy? This guide will walk you through the MoltBot Multi-Provider configuration step-by-step, allowing your AI assistant to connect to multiple model services simultaneously for smart switching and disaster recovery. Core Value: By the end … Read more

3 Steps to Configure Gemini Thinking Mode: Cherry Studio and Chatbox Complete Setup Tutorial

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Want your AI to "think before it speaks" just like a human? Gemini Thinking mode is Google's latest deep reasoning feature, allowing models to showcase their complete thought process before delivering an answer. In this post, we'll dive into how to correctly configure Gemini Thinking mode in two popular AI clients: Cherry Studio and Chatbox. … Read more

2025 Manga Drama Software Recommendations: Comprehensive Review of 8 Master-level AI Manga Drama Websites and Tools

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Author's Note: A comprehensive review of 8 mainstream comic video apps and AI comic websites, including professional tools like Manju Master, to help creators quickly choose the right comic production tool. Comic videos (motion comics or comic videos) are becoming the next big thing in content creation. From short video platforms to long-form video sites, … Read more

Cherry Studio vs Chatbox In-depth Comparison: How to Integrate Sora 2 for AI Video Generation

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Author's Note: Comparing the core differences between the Cherry Studio and Chatbox AI clients, and detailing how to access Sora 2 video generation via OpenAI compatible mode. Choosing the right AI desktop client is a constant topic of interest for productivity enthusiasts. This article compares Cherry Studio and Chatbox across functionality, user experience, and extensibility … Read more