graphrag-hybrid
Hybrid Neo4j/Qdrant retrieval system for structured Markdown documentation with YAML frontmatter. Combines graph relationships and vector search for enhanced document retrieval, with built-in MCP integration for AI assistant platforms.
GitHub Stars
21
User Rating
Not Rated
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0
Views
44
Forks
3
Issues
2
Installation
Difficulty
AdvancedEstimated Time
20-45 minutes
Installation
Python 3.9+
Docker and Docker Compose
Neo4j 5.x
Qdrant 1.5.0+
1Clone the repository:
bash
git clone https://github.com/yourusername/graphrag.git
cd graphrag
2Create and activate a virtual environment:
bash
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
3Install dependencies:
bash
pip install -r requirements.txt
4Create configuration file:
```bash