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| 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 | |
| ```python | |
| { | |
| "required_modules": ["list", "of", "packages"], # Optional - auto-install | |
| "code": "python code to execute" | |
| } | |
| ``` | |
| Returns: | |
| ```python | |
| { | |
| "output": "execution output" | |
| } | |
| ``` | |
| ## Timeout | |
| - Maximum execution time: 240 seconds |