manalk1994/kg-academic-assistant

Serve with a threaded gunicorn worker for concurrent users

Fix HF Spaces metadata: YAML front matter must be first in README

Add Docker deploy for Hugging Face Spaces

Remove the 20s cooldown after asking a question

Add optional server-side API key (auto-connect)

Restructure into React frontend + Flask backend

use CPU-only torch to fit Streamlit Cloud disk/memory limits

Added Dev Container Folder

fix broken knowledge graph on Streamlit Cloud: inline pyvis JS

fix StreamlitAPIException: don't mutate text_area key after widget instantiated

relax version pins in requirements.txt for Streamlit Cloud compatibility

convert Flask app to Streamlit for Streamlit Community Cloud deployment

load models in background thread so Flask binds port immediately

reduce memory usage for 512MB free tier

pin Python 3.11 for Render deployment

KG Academic Assistant — initial deployment