Tutorial
11 articles with this tag.
MiniMax M3 API: Integration Guide, Pricing & Code
MiniMax M3 API guide: model ID, 1M-token context, official per-million pricing as of September 2026, both base URLs, working curl and SDK code, and M3 vs M2.7.
Qwen Image 2.0 API: Integration Guide, Pricing & Code
Qwen Image 2.0 API guide: official status, per-image pricing, DashScope endpoints, working curl and Python code, and honest 2.0 vs 3.0 upgrade advice.
DeepSeek Harness Image Generation: Media Output via Plugin
Generating images inside DeepSeek Harness requires a plugin: the Design module adds image, video and audio output, and the billing boundaries most guides skip.
DeepSeek Harness Web Search: web_search and web_fetch
Swap DeepSeek Harness web_search and web_fetch providers: install dsh-modellix, add a Modellix key, and both native tools run through tool.modellix.ai.
DeepSeek Harness Custom Model: Form + settings.yaml
Add any OpenAI-compatible provider to DeepSeek Harness: five-field Web UI form, settings.yaml block, 28 Modellix model IDs, and the traps behind UNKNOWN_MODEL.
DeepSeek Harness: What It Is, How to Run It
DeepSeek Harness (dsh) is DeepSeek's open-source agent harness where everything is a plugin. Here's what it is, how to run it, and where its models come from.
Grok Imagine Video API: Integration Guide, Pricing & Code
Grok Imagine video API with real code: current per-second pricing, REST and Python SDK examples, error handling, and an honest direct vs aggregator comparison.
MiniMax 2.5 API: Integration Guide, Pricing & Code
MiniMax 2.5 API guide: legacy status, current per-million pricing, both base URLs, working curl and SDK code, error handling, and M2.5 vs M2.7 vs M3 guidance.
PixVerse Video Upscale API: Guide, Pricing & Code
PixVerse video upscale API: endpoint parameters, source_video_id vs video_media_id, credit cost per second, code samples, and direct vs aggregator routing.
How to Use PixVerse: Setup, Prompts & API
How to use PixVerse in 2026: web app setup steps, prompt tips, the submit-poll-retrieve API workflow, credits and free trial, and fixes for common failures.
How to Use Nano Banana: Integration Guide
How to use Nano Banana, Google's Gemini image model, from your code: get an API key, POST a prompt, poll the async task, then save the image. Runnable curl.