README.md

metadata

title: Origin ZeroGPU API
emoji: 🎓
sdk: gradio
app_file: app.py
python_version: 3.12.12
models:
  - sentence-transformers/paraphrase-multilingual-mpnet-base-v2
short_description: Graduation project similarity search and idea enhancement

Origin ZeroGPU Gradio adapter

Experimental staging build, not a production deployment. The original research retrieval implementation must remain frozen. Run export_vectors.py from the main Origin GitHub checkout first, and copy the ORIGINAL data/processed/projects_clean.csv to assets/projects_clean.csv and generated assets/project_vectors.npz here. Missing assets deliberately fail startup.

ZeroGPU GPU callback search only computes the query embedding and ranks results. The enhance callback calls Gemini without holding a GPU. Use Use via API to inspect the deployed names and signatures. Do not paste Gemini keys in code; set GEMINI_API_KEY in Space Settings -> Secrets. One stage can work without Gemini; enhancement requires a key.

The resulting public Space is only a research demonstration; public API clients can consume GPU quota and Gemini usage. Check terms and permission to republish corpus. No originality percentages or plagiarism claims are produced.