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metadata
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