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