Update README.md

README.md

@@ -1,3 +1,96 @@
----
-license: apache-2.0
----
+# Agentic Unified Mind UANN
+
+This repository contains the implementation of the Agentic Unified Mind Universal Adaptive Neural Network (UANN), a multi-modal AI model designed to integrate text, image, and structured data processing. The model uses advanced neural network architectures and reinforcement learning to deliver robust performance across various applications.
+
+## Model Description
+
+The Agentic Unified Mind UANN integrates:
+- Text processing using BERT.
+- Image processing using ResNet50.
+- Structured data processing with dense neural networks.
+- Reinforcement learning for autonomous decision-making.
+
+## Features
+
+- **Multi-modal Inputs:** Handles text, images, and structured data.
+- **Advanced Neural Network Architectures:** Uses BERT for text, ResNet50 for images, and dense layers for structured data.
+- **Unified Cognitive Framework:** Combines information from multiple modalities for better decision-making.
+- **Reinforcement Learning:** Enhances the model's ability to learn and adapt from interactions.
+
+## Setup
+
+### 1. Installation
+
+Install the required dependencies:
+
+```bash
+pip install -r requirements.txt
+```
+
+### 2. Model Training
+
+To train the model, run:
+
+```bash
+python app.py
+```
+
+### 3. API Integration
+
+The project includes a Flask API for storing and retrieving model predictions.
+
+**API Setup:**
+
+1. Install Flask and necessary libraries:
+
+    ```bash
+    pip install flask flask_sqlalchemy flask_cors
+    ```
+
+2. Configure your database URI in `api.py`.
+
+3. Run the Flask API:
+
+    ```bash
+    python api.py
+    ```
+
+### 4. Gradio Interface
+
+To launch the Gradio interface:
+
+```bash
+python app.py
+```
+
+### Directory Structure
+
+```
+agentic_uann_model/
+├── app.py
+├── api.py
+├── requirements.txt
+└── models/
+    └── model_files/
+```
+
+## Deployment
+
+1. Push your repository to Hugging Face Spaces.
+2. Navigate to Hugging Face Spaces and create a new Space.
+3. Select "Gradio" as the framework.
+4. Connect your GitHub repository or upload the files directly.
+5. Choose the desired hardware, such as an A100 40GB GPU.
+
+## Usage
+
+- **Chat Interface:** Interact with the model using a chat interface.
+- **Code Execution:** Execute code snippets and view outputs.
+
+## License
+
+This project is licensed under the Apache 2.0 License. See the [LICENSE](LICENSE) file for more details.
+
+---
+
+By following this guide, you will be able to set up and deploy the Agentic Unified Mind UANN, leveraging its multi-modal processing capabilities and reinforcement learning framework.