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--- |
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title: Climate Change Awareness Chatbot |
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emoji: 🌍 |
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colorFrom: green |
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colorTo: blue |
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sdk: streamlit |
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sdk_version: "1.25.0" |
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app_file: app.py |
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pinned: false |
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--- |
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# Climate Change Awareness Chatbot |
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## Overview |
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The app is now live! Try playing with it here: [QuantumCoders-TheSDGGuardiansAI](https://quantumcoders-thesdgguardiansai.streamlit.app/). |
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The Climate Change Awareness Chatbot is an AI-powered chatbot designed to educate users in Uganda about climate change, sustainability, and eco-friendly practices. It provides factual answers to questions on climate change impacts, sustainable farming, afforestation, renewable energy, and more. |
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## Features |
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- **Interactive Chat**: Users can ask climate-related questions and receive AI-generated responses. |
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- **Localized Context**: Focuses on climate issues specific to Uganda. |
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- **Chat History**: Keeps track of past conversations in the sidebar. |
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- **Avatars**: Displays user and chatbot messages with appropriate icons. |
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- **Sample Questions**: Provides predefined questions to guide users. |
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- **Clear Chat History**: Users can reset conversations from the sidebar. |
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## Technologies Used |
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- **Python** |
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- **Streamlit** (for UI and chat interaction) |
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- **Hugging Face Transformers** (for NLP model) |
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- **ClimateBERT** (for climate-related question answering) |
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## Installation |
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Clone the repository: |
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```sh |
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git clone https://github.com/codingxperience/QuantumCoders-TheSDGGuardiansAI.git |
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cd QuantumCoders-TheSDGGuardiansAI |
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``` |
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Install dependencies: |
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```sh |
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pip install -r requirements.txt |
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``` |
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Run the application: |
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```sh |
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streamlit run app.py |
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``` |
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## Usage |
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1. Type a message in the input box and press **Enter**. |
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2. View responses in the chat window. |
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3. Click on **Sample Questions** to see common queries. |
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4. Use the **Clear Chat History** button to reset the conversation. |
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## Future Enhancements |
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- **Expanding coverage to include other African regions** in future versions. |
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- **Retraining the model with Ugandan-specific climate data** to improve relevance and accuracy for local environmental challenges. |
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- **Integration with real-time climate data APIs**. |
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- **Visualization of climate trends and statistics**. |
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- **Multilingual support in English, Luganda, and Swahili**. |
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- **Offline and USSD capabilities for users in low or no-internet areas**. |
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- **Support for voice, image, and video interactions**. |
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- **Integration with social media platforms**. |
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## Contributing |
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Pull requests are welcome! If you'd like to contribute, please fork the repository and create a new branch for your changes. |
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## License |
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This project is for educational purposes and is open for improvement and collaboration. |
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Developed as part of the **QuantumCoders-TheSDGGuardiansAI - 2024** initiative for a greener Uganda. |
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