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API Use Cases | LLM API News

OpenClaw 十大常用指令完全指南：从入门到精通的必备命令
ByAPIYI - Stable and affordable AI API 2026年 2月 1日2026年 2月 1日

作者注：详解 OpenClaw 十大最常用指令,包括 /new、/status、/model、/compact 等核心命令的语法、参数和实战技巧 OpenClaw 作为 2026 年最火的开源 AI 助手,拥有强大的指令系统。但很多用户只会基础聊天,没有发挥出它的全部潜力。本文整理了十大最常用的 OpenClaw 指令,帮你从新手变高手。核心价值: 掌握这 10 个指令,你将能高效管理会话、切换模型、控制成本、执行系统命令,让 OpenClaw 真正成为你的生产力倍增器。 OpenClaw 指令系统概览 OpenClaw 的指令分为两大类：聊天斜杠命令和 CLI 终端命令。类型使用场景示例斜杠命令在聊天窗口中使用 /new, /status, /model CLI 命令在终端中使用 openclaw status, openclaw health 本文主要介绍聊天中最常用的斜杠命令,这些命令在 WhatsApp、Telegram、Slack、Discord、WebChat 等所有平台都通用。 🎯 小技巧: 在任何聊天窗口输入 /help 或 /commands 可以查看完整的命令列表。指令 1: /new…

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API Use Cases | Billing & Cost Optimization

OpenClaw 新开对话省 Token 完全指南：3 种方法避免 2 小时烧 100 美元
ByAPIYI - Stable and affordable AI API 2026年 1月 31日2026年 1月 31日

作者注：详解 OpenClaw 新开对话的 3 种方法和 5 大 Token 优化策略,帮助用户避免因历史记录累积导致的 API 费用暴涨问题 "两小时烧了 100 美元" — 这是一位 OpenClaw 用户使用 Claude Opus 4.5 模型时遇到的真实情况。问题的根源在于：同一个对话会累积所有历史记录传递给 API,导致 Token 消耗呈指数级增长。核心价值: 读完本文,你将学会 3 种新开对话的方法 + 5 个 Token 优化策略,让 OpenClaw 的使用成本降低 50% 以上。 OpenClaw Token 消耗原理要理解为什么费用会飙升,需要先了解 OpenClaw 的会话机制。会话存储架构 OpenClaw 通过 Gateway 进程维护会话状态,使用两层持久化存储：存储层文件位置存储内容会话元数据 sessions.json 会话…

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AI Coding | LLM API News

Kimi K2.5 Programming Capability Test: 256K Context + CLI Tools + Comparison with Claude Benchmarks
ByAPIYI - Stable and affordable AI API 2026年 1月 31日

Author's Note: An in-depth evaluation of Kimi K2.5's coding capabilities, comparing it against Claude Opus 4.5 on the SWE-bench benchmark. We'll also break down the advantages of its 256K context window and how to get the most out of the Kimi Code CLI. How does Kimi K2.5 stack up in the coding world? Can it…

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LLM API News | Model Selection & Comparison

Kimi K2.5 Technical Paper Interpretation: Complete Guide to Trillion-Parameter Architecture and Deployment Requirements
ByAPIYI - Stable and affordable AI API 2026年 1月 31日

Author's Note: A deep dive into the core content of the Kimi K2.5 technical paper. We'll break down the 1T-parameter MoE architecture, the 384-expert configuration, and the MLA attention mechanism, while comparing local deployment hardware requirements and API integration options. Curious about the technical details of Kimi K2.5? This article, based on the Kimi K2.5…

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Changelog | LLM API News

Is Kimi K2.5 open source? A 3-step guide to Kimi K2.5 API integration
ByAPIYI - Stable and affordable AI API 2026年 1月 31日

Author's Note: Kimi K2.5 is now fully open-source. This article explains the open-source license, model download links, and API access methods in detail, and provides a complete code example for quickly calling Kimi K2.5 via APIYI. Has Kimi K2.5 gone open source? That's been the top question for many developers lately. Well, good news: Moonshot…

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AI Model Troubleshooting | Sora 2

Solving Sora 2 API error moderation system blocked self-harm: 5 Causes and Fixes
ByAPIYI - Stable and affordable AI API 2026年 1月 29日

Author's Note: A detailed analysis of the causes and solutions for the The request is blocked by our moderation system – self-harm error when calling the official Sora 2 API. Getting a The request is blocked by our moderation system when checking inputs. Possible reasons: self-harm error while trying to generate videos with the Sora…

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Model Selection & Comparison | Sora 2

Mastering Sora 2 API Model Version Snapshots: 5 Core Differences Between sora-2-2025-12-08 and sora-2-2025-10-06
ByAPIYI - Stable and affordable AI API 2026年 1月 29日

Choosing the right Sora 2 API model version has always been a top priority for video generation developers. In this post, we’ll compare the sora-2-2025-12-08 and sora-2-2025-10-06 snapshots. We'll break down their performance, features, and stability to give you a clear recommendation on which one to use. Core Value: By the time you finish reading,…

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Sora 2

Get 20% Off Sora 2 Official API: APIYI Official Proxy Relay Service Complete Guide
ByAPIYI - Stable and affordable AI API 2026年 1月 28日

Author's Note: Get a 20% discount on the official Sora 2 API through the APIYI official proxy. This is the official version of the video generation service with per-second billing, featuring the lowest prices for new users. Want to use the official Sora 2 API for video generation but put off by the high prices…

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API Best Practices | Sora 2

Mastering API File Upload: A Complete Guide to multipart/form-data and Sora 2 Practical Examples
ByAPIYI - Stable and affordable AI API 2026年 1月 28日

API file upload is a common technical requirement developers face when calling AI interfaces for video generation, image processing, and more. In this post, we'll dive into how the multipart/form-data encoding works. We'll use the Sora 2 image-to-video API as a practical example to help you master the core skills of API file uploading. Core…

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API Best Practices | Image Generation API

Mastering 3 Practical Methods for Nano Banana Pro API Availability Monitoring
ByAPIYI - Stable and affordable AI API 2026年 1月 28日

Monitoring Nano Banana Pro API availability is a key requirement for developers to ensure the stable operation of their image generation services. This article introduces 3 practical methods for monitoring the Nano Banana Pro API, helping you track service status in real-time and respond quickly to outages. Core Value: By the end of this article,…

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