AIResAgTeam/sars-cov2-knowledge-graph

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. 1.Query Tab: Search the knowledge graph with natural language queries
2. 2.Browse Tab: Explore all nodes and edges in the graph
3. 3.Architecture Tab: Learn about the system design
4. 4.About Tab: Project information and documentation

Architecture

The system consists of 5 integrated stages:

1. 1.Biomedical Graph (limit-bio-sars)
2. 2.Multi-Intent Harness (limit-benchmark)
3. 3.Quantum-Inspired Retrieval (limit-quantum)
4. 4.Open-Source Hub (limit-hub)
5. 5.Comprehensive Testing

License

MIT License - See LICENSE file for details

Version

v2.4.1