Cypher Generator

The CypherGenerator translates natural language questions into Cypher queries for the knowledge graph.

Usage

import asyncio
from cgr import CypherGenerator

async def main():
    gen = CypherGenerator()
    cypher = await gen.generate("Find all classes that inherit from BaseModel")
    print(cypher)

asyncio.run(main())

Configuration

The Cypher generator uses the configured Cypher provider. Set it via environment variables:

CYPHER_PROVIDER=google
CYPHER_MODEL=gemini-2.5-flash
CYPHER_API_KEY=your-api-key

Or programmatically:

from cgr import settings

settings.set_cypher("google", "gemini-2.5-flash", api_key="your-key")

Supported Providers

Provider	Example Models
Google	gemini-2.5-pro, gemini-2.5-flash
OpenAI	gpt-4o, gpt-4o-mini
Ollama	codellama, llama3.2