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| license: mit | |
| title: Future Earth - Agentic Eco Advisor | |
| sdk: gradio | |
| emoji: 🚀 | |
| colorFrom: green | |
| colorTo: green | |
| pinned: false | |
| short_description: Instant environmental assessment before purchasing products | |
| tags: | |
| - mcp-in-action-track-customer | |
| - mcp-in-action-track-creative | |
| sdk_version: 6.0.1 | |
| Team_member: Kathir1311 | |
| # 🌍 Future Earth - Agentic Eco Advisor | |
| > **AI-Powered Environmental Impact Assessment Agent** | Built for Future Earth | |
| ## 🎥 Demo Video | |
| [](https://www.youtube.com/watch?v=EQ6RWTNWkq0) | |
| ## 🔗 Social Media Post Links | |
| - LinkedIn Launch Post: https://www.linkedin.com/posts/shyamchandar-d-30447385_futureearth-huggingface-mcp-activity-7400088484062875648-Zrpt?utm_source=share&utm_medium=member_desktop&rcm=ACoAABILTPQBvR7C68QDSz999ddmxHHC99I0vwI | |
| - X Post - https://x.com/Dshyam03/status/1994326237649453219?s=20 | |
| An autonomous AI agent that analyzes products for environmental impact using **computer vision**, **lifecycle assessment**, and **RAG** (Retrieval Augmented Generation) LlamaIndex to provide instant sustainability recommendations. | |
| --- | |
| ## <u>Problem Statement</u> | |
| ### **We're Destroying Our Planet, One Purchase at a Time** | |
| **The Hard Truth:** | |
| - **Global carbon emissions increased by 60%** in the last 30 years | |
| - **E-waste is growing 5x faster** than it's being recycled | |
| - **Only 9% of plastic** ever produced has been recycled | |
| - **Fashion industry alone** accounts for 10% of global emissions | |
| - **Each year, our consumer choices damage Earth by ~2.5%** of total environmental capacity | |
| ### **If you care about this Earth and want to save it for future generations, but don't know how...** | |
| **The Problem is:** | |
| Most people **want** to make eco-friendly choices, but: | |
| - They don't have **instant access** to environmental impact data while shopping | |
| - Marketing claims are filled with **greenwashing** and false promises | |
| - Carbon footprint calculations are **too complex** for average consumers | |
| - There's **no easy way** to identify sustainable alternatives on-the-go | |
| ### **Imagine this scenario:** | |
| You're at a store, holding a product. You want to know: | |
| - "Is this product destroying the planet?" | |
| - "How much carbon footprint does it have?" | |
| - "Is there a better alternative?" | |
| **But you can't answer these questions in real-time.** So you buy it anyway. | |
| --- | |
| ## <u>The Solution: Future Earth</u> | |
| **What if you could point your phone camera at ANY product and instantly know its environmental impact?** | |
| Future Earth is an **AI-powered agent** that: | |
| - **Sees** your product through computer vision | |
| - **Thinks** through autonomous reasoning and lifecycle analysis | |
| - **Recommends** better alternatives with quantified impact scores | |
| ## <u>How to use Future Earth</u> | |
| - **Step 1** Launch our Huggingface webapp URL | |
| - **Step 2** Scan or Upload any product image (examle: Leather Shoes, Plastic watter bottle, bags, Playstation,....etc) | |
| - **Step 3** Click Analyze Environmental Impact button | |
| - **You will be getting** | |
| - Environmental impact score | |
| - Carbon foot print | |
| - Environmental Issues | |
| - Material Analysis | |
| - Lifecycle Insights | |
| - **Better Alternatives** | |
| ### **If we all start making informed choices today, we can:** | |
| - **Reduce global carbon footprint by 20-30%** through conscious consumption | |
| - **Cut plastic waste in half** by choosing reusable alternatives | |
| - **Extend product lifecycles** by 3-5x through better purchasing decisions | |
| - **Save our Earth for future generations** one product at a time | |
| ### **The Power of Collective Action** | |
| ## 🛠️ Technology Stack | |
| ### Core AI & Language Models | |
| - **Claude Sonnet 4 (2025-05-14)** - Anthropic's latest multimodal AI model | |
| - Vision analysis for product identification | |
| - Environmental reasoning and assessment generation | |
| - Multi-step autonomous agent planning | |
| ### Framework & Infrastructure | |
| - **Gradio 6** - Modern web UI framework with real-time streaming | |
| - Mobile-responsive design | |
| - Progress tracking and status updates | |
| - Camera integration for product scanning | |
| ### Agent Architecture | |
| - **Model Context Protocol (MCP)** - Distributed AI computation | |
| - **MCPVisionServer** - Image analysis and greenwashing detection | |
| - **MCPReasoningServer** - Lifecycle impact calculations | |
| - **MCPParsingServer** - Environmental report parsing | |
| ### RAG (Retrieval Augmented Generation) | |
| - **LlamaIndex** - Advanced semantic search framework | |
| - Vector-based knowledge retrieval | |
| - HuggingFace embeddings (BAAI/bge-small-en-v1.5) | |
| - 15-category comprehensive environmental knowledge base |