Demo Mode¶

Use Demo Mode to explore Citation Compass without configuring a database.

What you get¶

• Curated sample datasets across several research fields
• ML predictions using included synthetic embeddings
• Interactive network visualizations and analytics
• Works offline; no Neo4j setup required

How to start¶

streamlit run app.py
# Opens http://localhost:8501/

In the app: - Open the sidebar → Demo Datasets - Select "complete_demo" (or a minimal dataset) - Click Load Dataset and explore features

Next steps¶

• Upload your own paper IDs: Getting Started → File Upload
• Import by search or IDs: User Guide → Data Import
• Connect a database for full workflows: Getting Started → Configuration