First Commit

2026-03-21 11:55:27 +01:00
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+# Local Hugging Face Summarizer
+
+This small service runs a Hugging Face summarization model locally and exposes a simple HTTP API.
+
+Install (recommended: virtualenv)
+
+Windows (CPU PyTorch wheel may be required):
+
+```powershell
+python -m venv .venv
+.\.venv\Scripts\Activate.ps1
+pip install -r requirements.txt
+# If torch wheel installation is needed, follow instructions at https://pytorch.org
+python -m uvicorn app:app --host 127.0.0.1 --port 8001 --workers 1
+```
+
+Linux / macOS:
+
+```bash
+python3 -m venv .venv
+source .venv/bin/activate
+pip install -r requirements.txt
+python -m uvicorn app:app --host 127.0.0.1 --port 8001 --workers 1
+```
+
+API
+- `GET /health` — health check
+- `POST /summarize` — JSON body `{ "text": "...", "max_length": 150, "min_length": 30 }` returns `{ "summary": "...", "cached": false }`
+
+Notes
+- Model will be downloaded on first run and can be several hundred MB.
+- For lower memory usage, consider `sshleifer/tiny-distilbart-cnn-6-6` or `t5-small`.