When OpenClaw's web search feature isn't enabled, the AI can only rely on its training data to answer questions, which means it can't access real-time information from 2026. This guide will walk you through configuring OpenClaw's web search, supporting integration with five major search engines: Brave, Perplexity, Gemini, Grok, and Kimi. Key Takeaway: After reading…
Author's Note: GPT-5.4 or Claude Opus 4.6? The two most noteworthy flagship AI models of 2026 go head-to-head. This article summarizes the latest real-world data from Chatbot Arena, SWE-bench, ARC-AGI-2, and OpenClaw PinchBench, providing clear selection advice across four dimensions: coding, reasoning, agent tasks, and cost-effectiveness. GPT-5.4 vs Claude Opus 4.6: Core Differences at a…
Author's Note: An in-depth comparison of the top 3 AI models for math problem-solving in 2026, including authoritative benchmark data from AIME and MATH, to help you find the most suitable mathematical reasoning model. Choosing the right AI model for math problem-solving has always been a key concern for developers and students. This article compares…
You're uploading tens of thousands of Excel rows to an AI tool, and the API returns "insufficient balance"—but your account clearly has funds? This is a common pitfall when using AI to process large Excel datasets, and it's due to the dual constraints of token pre-deduction mechanisms and context window limitations. Core Value: After reading…
For just $10 a month, you get access to three top-tier open-source coding models: GLM-5, Kimi K2.5, and MiniMax M2.5. The OpenCode GO plan looks incredibly tempting. But is it really worth it? Are the limits enough? And how does it stack up against Alibaba Cloud's Coding Plan or a generic API in terms of…
Many developers see that Coding Plans provide an API key and assume they can call it like a regular API. Actually, you can't. API Keys for Coding Plans from providers like MiniMax, GLM, and Alibaba Cloud have strict usage restrictions—they can only be used within interactive coding tools and explicitly prohibit automated scripts, custom backends,…
title: "Gemini Image Model 'required oneof field data' 400 Error: 6 Common Causes and Fixes" date: 2024-12-25 description: "Learn how to fix the 'required oneof field data' 400 error when calling Gemini image models like gemini-3.1-flash-image-preview." tags: ["Gemini", "Google AI", "API Error", "Image Generation", "Multimodal AI", "Troubleshooting"] When calling gemini-3.1-flash-image-preview (Nano Banana 2) or gemini-3.0-pro-image…
Which Large Language Model offers the best value for OpenClaw integration? This is one of the most frequently asked questions by our clients. This article will compare three high-value models—DeepSeek V3.2, MiniMax M2.5, and GLM-5—from the perspectives of price, performance, and Agent tool-calling capabilities, helping you find the best partner for OpenClaw. Core Value: The…
Many developers want to enable OpenClaw AI Agents to automatically generate images. This article will show you how to create a custom Skill for OpenClaw in 5 steps to connect the Nano Banana Pro image generation API, achieving a complete workflow from chat commands to automated image output. Core Value: By the end of this…
title: "Nano Banana 2 vs Pro: In-Depth Chinese Capability Comparison" description: "A detailed comparison of Nano Banana 2 and Pro across 5 key Chinese language capabilities, plus 6 tips to improve Chinese generation results." date: 2024-05-20 tags: ["AI Image Generation", "Chinese AI", "Nano Banana", "Model Comparison", "Prompt Engineering"] When choosing an AI image generation model,…
