Welcome to GreenMe, your personal eco-assistant.
GreenMe is a Generative AI-powered app designed to act as your eco-assistant, helping you understand and reduce your carbon footprint while making informed, sustainable choices. With tailored insights crafted specifically for your unique lifestyle, GreenMe empowers you to embrace greener habits. 🌱
Now Featured on Official Langchain Linkedin Page !!! https://www.linkedin.com/posts/langchain_greenme-ai-eco-assistant-meet-your-personal-activity-7280670953502613504-aJ5h?utm_source=share&utm_medium=member_desktop
My original post on Linkedin : https://www.linkedin.com/posts/vivek-suryavanshi_generativeai-genai-sustainability-activity-7277530992641253376-K0ef?utm_source=share&utm_medium=member_desktop
🚀 Key Features
✅ Dynamic Prompt Templates: Advanced prompt-tuning techniques for generating personalized AI-driven insights from your lifestyle data. ✅ Carbon Footprint Analysis: Tracks emissions from energy use, commuting habits, water consumption, and waste generation. ✅ Personalized Recommendations: Offers actionable sustainability tips tailored to your habits. ✅ Data Visualization: Interactive charts provide a clear breakdown of your carbon footprint. ✅ Efficient Resource Management: Smart API usage tracking and fallback formulas ensure reliable calculations.
🛠️ How It Works
1️⃣ Share Your Lifestyle: Input details like energy use, commute distance, recycling habits, and more. 2️⃣ Dynamic Insights: Using LangChain, GreenMe dynamically generates personalized prompts and insights tailored to your input. 3️⃣ Eco-Friendly Tips: Receive a detailed breakdown of your carbon footprint along with actionable recommendations to improve sustainability.
🌟 What’s Next? • Carbon Footprint Tracking Over Time: Visualize your sustainability journey with historical data and progress metrics. • Social Media Carbon Score: Introduce a badge to showcase your eco-consciousness on social platforms and inspire others.
🧠 Tech Behind GreenMe • Prompt Tuning: Ensures the AI provides accurate and relevant outputs. • LangChain + Cohere LLM: Powers personalized sustainability recommendations. • Streamlit: Creates a clean and intuitive user interface. • Supabase: Tracks API usage and manages data efficiently. • Carbon Interface API: Delivers precise emission calculations.
🎥 Demo - https://youtu.be/gEyCFAyBR6U?si=0baJS11hK5YpAguB
🖇️ Acknowledgments
Special thanks to: • Harrison Chase for the LangChain framework, used for orchestrating LLM chains. • Sam Witteveen for his insightful Generative AI tutorials.
💬 Feedback
I’d love to hear your thoughts, ideas, or feedback. Feel free to open an issue or drop a comment.