| # Vytre Core - Client Delivery Guide |
|
|
| Welcome to your Vytre Core package! This guide explains everything included and how to get started. |
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|
| ## 📦 What's In This Package |
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|
| ``` |
| delivery/ |
| ├── README.md # Hugging Face model card |
| ├── docs/ |
| │ └── CLIENT_GUIDE.md # This file |
| ├── examples/ |
| │ └── examples.json # Example inputs and outputs |
| └── scripts/ |
| └── inference.py # Easy-to-use inference script |
| ``` |
|
|
| ## 🚀 Quick Start |
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|
| ### 1. Try the Mock Inference (No GPU Required!) |
| First, test the mock inference script to see how Vytre Core works! |
|
|
| ```bash |
| cd delivery/scripts |
| python inference.py "Create a marketing department" |
| ``` |
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|
| Or run in interactive mode: |
| ```bash |
| python inference.py |
| ``` |
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| ### 2. Explore the Examples |
| Check `examples/examples.json` to see all the types of requests Vytre Core can handle! |
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| ## 📋 Next Steps for Production |
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| ### A. Upload to Hugging Face |
| 1. Create a Hugging Face account and new model repo |
| 2. Upload the contents of the `delivery/` folder (including the `README.md` model card) |
| 3. After fine-tuning the model, upload the model weights to the same repo |
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| ### B. Fine-Tune the Model |
| When you're ready to train the full model: |
| 1. Use the synthetic data generator in the main project to create a larger dataset |
| 2. Run the training script on a GPU |
| 3. Upload the trained LoRA adapter or full model weights to Hugging Face |
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|
| ### C. Integrate into VytreAWOS |
| Use the Vytre Core runtime module from the main project to integrate into your workforce operating system! |
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| ## 💡 Key Features of Vytre Core |
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| 1. **Organization Creation** - Build departments and teams |
| 2. **Agent Creation** - Define AI agents with skills and permissions |
| 3. **Workflow Generation** - Design and automate enterprise workflows |
| 4. **Task Decomposition** - Break down complex tasks into manageable pieces |
| 5. **Governance** - Enforce approval and compliance rules |
| 6. **Tool Routing** - Route requests to appropriate enterprise tools |
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| ## 🆘 Need Help? |
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| For support and integration questions, contact your Vytre account team! |
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