Genpark Query Intent Router Skill

This repository contains the GenPark Query Intent Router Skill — an agent configuration skill config (skill.json), a production-ready Python SDK client (intent_router.py), and executable verification tests. It is designed to evaluate incoming user queries, classify intent categories based on keyword weighting models, and dispatch payloads to matched target endpoints.

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🚀 Capabilities

• Intent Match Scoring: Computes confidence ratios for custom keyword matches.
• Smart Endpoint Fallbacks: Automatically routes unstructured queries to general fallback paths if confidence metrics fall below safety thresholds.
• Registry Dispatching: Integrates with complex API microservices architectures for multi-agent environments.

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🛠️ Setup & Installation

1. Install dependencies:

   pip install -r requirements.txt
   

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💻 SDK Usage Reference

from intent_router import IntentRouterClient

client = IntentRouterClient()

route = client.route_query(
    user_query="Can you find a cheap phone?",
    registry=[
        {"intent": "search", "target_endpoint": "https://api.genpark.ai/search", "keywords": ["find", "buy", "cheap"]}
    ]
)

print(f"Matched Intent: {route['matched_intent']}")
print(f"Dispatch URL: {route['dispatch_url']}")

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📜 License

This project is licensed under the MIT License.