Large Language Model for SwanLab
Enables agents to access the SwanLab API for Visual Studio Code.
使智能体能够访问适用于 Visual Studio Code 的 SwanLab API。
Features
| API |
type |
desc |
| list_workspaces |
WorkSpace |
获取当前用户的所有工作空间(组织)列表 |
| list_projects |
Project |
获取指定工作空间下的所有项目列表 |
| delete_project |
Project |
删除一个项目 |
| list_experiments |
Experiment |
获取指定项目下的所有实验列表 |
| get_experiment |
Experiment |
获取一个实验的详细信息（实验名、配置、环境等） |
| get_summary |
Experiment |
获取一个实验的Summary信息，包含实验跟踪指标的最终值和最大最小值 |
| get_metrics |
Experiment |
获取一个实验指标的值 |
| delete_experiment |
Experiment |
删除一个实验 |
Usage
- Press Ctrl + Shift + P, run "SwanLab: Set API Key", and enter your API key.
- Enjoy your chat with the agent!
python env dev
conda create -n swanlab python=3.13
conda activate swanlab
pip install -e ./SwanLab -v
pip install numpy
package
vsce package
https://code.visualstudio.com/api/working-with-extensions/publishing-extension#publishing-extensions
publish
package + publish
vsce publish
reference
SwanLab Python SDK API
SwanLab Icon
Visual Studio Code Brand
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