README.md

metadata

title: KGoT Python Executor
emoji: 🐍
colorFrom: blue
colorTo: gray
sdk: docker
app_port: 7860

Remote Python executor for Knowledge Graph of Thoughts with comprehensive ML/data science capabilities.

Hardware

• CPU Basic (Free): 2 vCPU, 16GB RAM, 50GB ephemeral disk

Included Libraries

Core Data

• numpy, pandas

NLP

• nltk, spacy, transformers, textblob, gensim, fastembed

Vision

• pillow, opencv-python-headless, torchvision, scikit-image

Advanced Data

• polars, duckdb, sktime

Time Series & Graph

• torch (CPU), torch_geometric, networkx
• pyg_lib, torch_scatter, torch_sparse, torch_cluster

Audio

• pydub, soundfile, librosa

Documents

• python-docx, csvkit, rich, svgwrite, svgpathtools, PyMuPDF

Utilities

• pydantic, tqdm, ipython, click, tenacity, ujson, msgpack, xxhash, zstandard, httpx

ML

• scikit-learn, joblib

Visualization

• matplotlib, seaborn

API Endpoints

• GET / - Basic service info
• GET /health - Health check
• POST /run - Code execution endpoint

POST /run

{
   "required_modules": ["list", "of", "packages"],  # Optional - auto-install
   "code": "python code to execute"
}

Returns:

{
    "output": "execution output"
}

Timeout

• Maximum execution time: 240 seconds