datawhalechina/signal-to-intelligence

Python

10 environment variables found in .env.example

Set these on your host before deploying. Each platform has an “Environment Variables” section in the deploy flow.

DEEPSEEK_API_KEY secret DeepSeek（推荐，价格低，兼容 OpenAI SDK）获取：https://platform.deepseek.com
DASHSCOPE_API_KEY secret 阿里云百炼 / Qwen（中文强，兼容 OpenAI SDK）获取：https://bailian.aliyun.com
ZHIPUAI_API_KEY secret 智谱 AI / GLM（有免费额度）获取：https://open.bigmodel.cn
ANTHROPIC_API_KEY secret Anthropic / Claude（需境外网络）获取：https://console.anthropic.com
OPENAI_API_KEY secret OpenAI / GPT（需境外网络）获取：https://platform.openai.com
HF_TOKEN secret Hugging Face 下载开源模型时需要（公开模型可不填）
HF_ENDPOINT 国内镜像加速（国内网络强烈推荐）
RANDOM_SEED 实验配置随机种子（保证实验可复现）
GPU_DEVICE_ID GPU 配置（本地运行开源模型时） GPU 设备 ID（多卡时指定）
JUPYTER_PORT Jupyter 配置

Best match Fly.io Anything Dockerized — requires the Fly CLI.

macOS

brew install flyctl && fly launch --from https://github.com/datawhalechina/signal-to-intelligence

Linux

curl -L https://fly.io/install.sh | sh && fly launch --from https://github.com/datawhalechina/signal-to-intelligence

Windows (PowerShell)

iwr https://fly.io/install.ps1 -useb | iex; fly launch --from https://github.com/datawhalechina/signal-to-intelligence

Or deploy to a different host