yangmao.ai · Python setup money page

FireRed-OpenStoryline Python API Setup

Use this page when you need a working Python starting point for FireRed-OpenStoryline, then validate quota and model names in the official console before production.

Use one OpenLLMAPI key → Open official provider →

Quick verdict

Free API: Unlimited self-hosted
Rate limits: Local/self-hosted
Best model starting point: OpenStoryline Video Editing Agent
China access: direct or relatively friendly

Provider fit matrix

Best fit Fast provider evaluation, prototypes, and fallback routing

Watch out Free credits and rate limits can change without warning

Production fallback Keep at least one compatible backup provider before shipping

Production readiness checklist

Quota gate Start inside Unlimited self-hosted; log usage before adding retries or batch jobs.

No-card check Try the free path first, then confirm whether billing is required for API keys, higher RPM, or production endpoints.

Regional smoke test Still run one request from your deployment region and from China if users are there.

Source freshness Snapshot date: 2026-05-16; official quota and pricing can change without notice.

Python setup snapshot

Start with the smallest possible chat completion, then move the key to your server-side secret manager before production.

git clone https://github.com/FireRedTeam/FireRed-OpenStoryline.git
cd FireRed-OpenStoryline
pip install -r requirements.txt
chmod +x download.sh && ./download.sh
PYTHONPATH=src python -m open_storyline.mcp.server

Free API and pricing notes

Unlimited self-hosted

Can run local Web/FastAPI/MCP services; model provider API keys must be configured in config.toml

Access and production risk

China-friendly / direct path likely

GitHub/Hugging Face access may vary by network; Docker Hub and Alibaba Cloud image options are documented.

How to set it up

Create or locate your provider API key in the official dashboard.

Install the provider SDK or requests dependency shown in the example.

Set the API key in an environment variable instead of hard-coding secrets.

Run a small FireRed-OpenStoryline chat completion with OpenStoryline Video Editing Agent.

Watch free credits, RPM/TPM limits, response shape, and error messages before scaling.

Fallback CTA with tracked UTM

If you do not want to juggle provider keys, rate limits, and regional access, use openllmapi.com as a unified API fallback.

Try openllmapi with one key →

UTM: utm_source=yangmao.ai · utm_medium=seo · utm_campaign=provider · utm_content=firered-openstoryline-setup-python

Source snapshot

Data source: yangmao.ai provider YAML tracker plus provider docs reviewed by the daily crawler. Official dashboards can change quota and pricing without notice; verify before production.

yangmao.ai provider id: firered-openstoryline
Official source: https://github.com/FireRedTeam/FireRed-OpenStoryline
Last updated: 2026-05-16
Free tier: Open-source self-hosting with no fixed usage limit
API credits: Unlimited self-hosted
Rate limit: Local/self-hosted
Access note: GitHub/Hugging Face access may vary by network; Docker Hub and Alibaba Cloud image options are documented.

FAQ

Does FireRed-OpenStoryline have a free API?

Yes. Current yangmao.ai record: Unlimited self-hosted. Rate limit note: Local/self-hosted.

Is FireRed-OpenStoryline OpenAI-compatible?

This snapshot uses a provider-specific OpenAI SDK example. If your app requires one stable OpenAI-compatible endpoint, use an aggregator or relay after checking FireRed-OpenStoryline docs.

Can I use FireRed-OpenStoryline from China?

FireRed-OpenStoryline is marked as relatively direct or China-friendly in the current tracker.

What should I do when FireRed-OpenStoryline credits run out?

Compare the alternatives below, check /en/free-ai-api/, or use the openllmapi CTA on this page as a one-key fallback with tracked UTM: campaign=provider, content=firered-openstoryline-setup-python.