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README.md

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-license: apache-2.0
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+---
+license: apache-2.0
+---
+# Model Card
+
+**Model name:** Affordable Pocket AI Assistant
+
+**Model version:** 1.0
+
+**Model type:** Open Source AI Assistant
+
+**Author:** Christopher Seccafico
+
+**Date:** 6/4/24
+
+## Description
+
+The Affordable Pocket AI Assistant is an open-source project aimed at creating an affordable AI assistant accessible to anyone. It is designed to run on edge devices like Raspberry Pi or Arduino, with a backend server for processing user queries. The project is modular, allowing users to customize and run it on their personal hardware.
+
+## Intended Use
+
+The Affordable Pocket AI Assistant is intended to assist users with various tasks, including web navigation, information retrieval, and task automation. It is designed for personal use and can be tailored to individual preferences.
+
+## Model Architecture
+
+The model utilizes the OLLAMA framework to run tinyllama and incorporates the `HuggingFaceEmbeddings` module with the `BAAI/bge-small-en-v1.5` model for natural language understanding. It also utilizes other modules for processing user queries and managing data.
+
+## Training Data
+
+The training data for the model primarily consists of open-source datasets and resources available in the public domain. These include but are not limited to text corpora, online tutorials, and community-contributed datasets.
+
+## Evaluation Data
+
+The model's performance is evaluated using various metrics, including accuracy, response time, and user satisfaction. Evaluation data may include simulated user queries, real-world usage scenarios, and feedback from beta testers.
+
+## Ethical Considerations
+
+The Affordable Pocket AI Assistant is designed with privacy and security in mind. It does not store sensitive user data and adheres to best practices for data protection. However, users are encouraged to review and understand the privacy policies and terms of service associated with the services and websites accessed through the assistant.
+
+## Limitations and Biases
+
+As with any AI system, the Affordable Pocket AI Assistant may have limitations and biases. These could arise from the training data, model architecture, or implementation choices. Efforts are made to minimize biases and improve performance through ongoing development and community feedback.
+
+## Responsible Use
+
+Users of the Affordable Pocket AI Assistant are encouraged to use the tool responsibly and ethically. This includes respecting the rights and privacy of others, avoiding harmful or malicious activities, and being aware of the limitations and potential biases of the system.
+
+## License
+
+The Affordable Pocket AI Assistant is released under an open-source license, allowing users to modify, distribute, and use the software freely. Contributors are encouraged to adhere to the principles of open-source development and contribute back to the community.
+
+## Contact Information
+
+For questions, feedback, or contributions related to the Affordable Pocket AI Assistant, please contact [email protected].
+
+## Disclaimer
+
+The Affordable Pocket AI Assistant is provided "as is" without warranty of any kind, express or implied. The authors and contributors are not liable for any damages arising from the use of the software. Users are responsible for their own use of the assistant and should exercise caution when interacting with external services and websites.
+
+## Acknowledgments
+
+The development of the Affordable Pocket AI Assistant is made possible by the contributions of the open-source community, including developers, researchers, and enthusiasts.