KrishnanDevilking/jarvis-intent-classifier

🧠 Jarvis Intent Classifier

A lightweight CPU-friendly intent classification model that detects user commands
and returns both a natural response and a system action command.

This model is ideal for building local AI assistants that can interact with your operating system
(e.g., open apps, control volume, restart, sleep, or play music).

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🏗️ Model Overview

Component	Description
Base Model	sentence-transformers/all-MiniLM-L6-v2 (384-dim embeddings)
Classifier	LogisticRegression (scikit-learn)
Dataset	Custom OS command dataset with examples, responses, and Python actions
Frameworks	sentence-transformers, scikit-learn
Runs on	CPU (no GPU needed)
License	MIT

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🧩 Example Input → Output

Input:

restart my computer

{
  "intent": "system_restart",
  "response": "System restart initiated...",
  "action": "os.system('shutdown /r /t 1')"
}


## 📜 License

This model is released under the **MIT License**.  
You may use, modify, and distribute it freely with attribution.

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## 📖 Citation

If you use this model, please cite:

@software{jarvis_intent_classifier,
  title={Jarvis Intent Classifier},
  author={Arul Krishnan},
  year={2025},
  publisher={Hugging Face Hub},
  url={https://huggingface.co/KrishnanDevilking/jarvis-intent-classifier}
}