AI API Tutorials and MCP Guides
Product updates, technical guides, product recommendations, and industry insights to help you build with AI.
Latest content
Ace Data Cloud October Recap 2026
October connected more of the AI-building workflow: six independently installable LangChain packages, private Hermes deployments, 17 media toolsets, new framework and visual-builder integrations, and practical upgrades across Studio, datasets, Credits and agent payments.
2026-11-13 · Ace Data Cloud
Build Agentic Apps with AceDataCloud AI Chat v2: Multimodal Input, MCP Tools, and Event Streaming
A practical integration guide to AceDataCloud AI Chat v2, covering backward-compatible migration, multimodal messages, autonomous MCP tool calls, structured SSE/NDJSON events, pause-and-resume flows, and production guardrails.
2026-11-13 · Ace Data Cloud
Production API Governance on AceDataCloud: Credentials, Balance Controls, and Usage Monitoring
A security and operations playbook for issuing scoped AceDataCloud API credentials, separating management and business tokens, monitoring application balances, tracing usage, handling global balance sharing, and rotating keys safely.
2026-11-13 · Ace Data Cloud
Claude Fable 5.2: A New Choice for Complex Tasks, and Preparation for Integrating Common AI Tools
Starting from complex programming, task efficiency, and reasoning capabilities, understand the main features of Claude Fable 5.2, and outline the Ace Data Cloud integration paths for Claude Code, Codex, WorkBuddy, Cherry Studio, and DeepSeek Harness. This article is a pre-launch draft; the platform availability, exact model ID, billing, and client compatibility of Fable 5.2 still need to be confirmed before the official release.
2026-11-13 · Ace Data Cloud
Use GPT Image 2.6 to create an animated story picture book: *Little Fox Borrows Moonlight*
From four-panel original illustrations and GIF animations to narration voice-over, then using FFmpeg to locally compose a 19-second story video. This time, in Ace Data Cloud Studio, we turn *Little Fox Borrows Moonlight* into a moving little picture book.
2026-11-12 · Ace Data Cloud
Not Just Generating Images: GPT Image 2.6 Is Reshaping Professional Visual Workflows
Starting from brand visual consistency and multiple rounds of revisions, discuss how GPT Image 2.6 can participate in creative previews, precise editing, brand asset expansion, and professional review processes.
2026-11-12 · Ace Data Cloud
Use Ace Data Cloud Studio to create a set of your own WeChat animated stickers.
From nine-grid character concept selections to GIF animations, album avatars, and banners, this article demonstrates how to use Ace Data Cloud Studio and GPT Image 2.6 to quickly complete a set of WeChat animated emoji stickers with consistent character design.
2026-11-08 · Ace Data Cloud
GPT Image 2.6 GIF Hands-on Test: How Can a Single Image Become an Animated Brand Character?
Starting from the pain points of traditional frame-by-frame production, a practical test of how to use GPT Image 2.6 in Ace Data Studio to transform a static sheep character image into a naturally looping GIF animation.
2026-11-07 · Ace Data Cloud
GPT Image 2.6 Officially Released: Faster Generation, More Accurate Editing, AI Images Enter the Productivity Era
Starting from rework issues in real visual production, introduce GPT Image 2.6’s accelerated generation, precise editing, the division of responsibilities between Flare and Sunburst, and the way to integrate image workflows through AceDataCloud.
2026-11-06 · Ace Data Cloud
OpenAI GPT Image 2.6 Comprehensive Upgrade: 50% Faster Generation, More Precise Image Editing
Regarding the material rework issues of e-commerce and content teams, analyze GPT Image 2.6’s speed improvements, editing controls, and the actual division of responsibilities between Flare and Sunburst.
2026-11-06 · Ace Data Cloud
From Blog to Video: I Completed a Full Creative Process with Ace Data Cloud Studio
Taking an SEO tutorial blog as an example, share how to complete script splitting, voiceover optimization, image and video generation in Ace Data Cloud Studio, and use FFmpeg to composite the final video locally.
2026-11-05 · Ace Data Cloud
Don't want to maintain search crawlers, how can you track keyword rankings every day? Use the SERP API to create an SEO monitoring script
Build first-page ranking monitoring with AceDataCloud Google SERP API, Python, and SQLite without maintaining a search-page crawler. The article focuses on search criteria, domain matching, the difference between no matches and request failures, as well as scheduled execution and result verification.
2026-11-04 · Ace Data Cloud