|
|
--- |
|
|
title: SARS-CoV-2 Knowledge Graph |
|
|
emoji: 🦠 |
|
|
colorFrom: blue |
|
|
colorTo: purple |
|
|
sdk: gradio |
|
|
sdk_version: 6.1.0 |
|
|
app_file: app.py |
|
|
pinned: false |
|
|
license: mit |
|
|
--- |
|
|
|
|
|
# SARS-CoV-2 Extended Knowledge Graph |
|
|
|
|
|
An interactive biomedical knowledge graph with quantum-inspired retrieval capabilities for exploring SARS-CoV-2 viral entities, proteins, variants, and therapies. |
|
|
|
|
|
## Features |
|
|
|
|
|
- **Multi-Intent Querying:** Support for Factual, Causal, Comparative, Predictive, and Exploratory queries |
|
|
- **Quantum-Inspired Optimization:** Advanced retrieval algorithms for optimal results |
|
|
- **Comprehensive Graph:** Virus, Protein, Receptor, Variant, and Therapy nodes with metadata |
|
|
- **Interactive Interface:** Easy-to-use Gradio interface for exploration |
|
|
|
|
|
## Source Code |
|
|
|
|
|
Full implementation (Rust-based) available at: |
|
|
https://github.com/NurcholishAdam/SARS-CoV-2-KG |
|
|
|
|
|
## Usage |
|
|
|
|
|
1. **Query Tab:** Search the knowledge graph with natural language queries |
|
|
2. **Browse Tab:** Explore all nodes and edges in the graph |
|
|
3. **Architecture Tab:** Learn about the system design |
|
|
4. **About Tab:** Project information and documentation |
|
|
|
|
|
## Architecture |
|
|
|
|
|
The system consists of 5 integrated stages: |
|
|
1. Biomedical Graph (limit-bio-sars) |
|
|
2. Multi-Intent Harness (limit-benchmark) |
|
|
3. Quantum-Inspired Retrieval (limit-quantum) |
|
|
4. Open-Source Hub (limit-hub) |
|
|
5. Comprehensive Testing |
|
|
|
|
|
## License |
|
|
|
|
|
MIT License - See LICENSE file for details |
|
|
|
|
|
## Version |
|
|
|
|
|
v2.4.1 |
