Skip to content

VladKuzR/VEMM

Repository files navigation

Vamm.eco

Accelerating renewable energy projects by streamlining ESG compliance through AI-powered consultation and analysis.

Overview

Without meeting ESG (Environmental, Social, and Governance) requirements, renewable energy projects face significant funding roadblocks, often delaying deployment by 1-3 years. Vamm.eco revolutionizes this process by providing an all-in-one ESG consultation platform that delivers instant scoring and detailed analysis based on project specifications.

Features

ESG Analysis

  • Comprehensive ESG scoring based on project location and specifications
  • Detailed analysis of Environmental, Social, and Governance implications
  • Location-specific recommendations and requirements

Interactive Dashboard

  • Real-time visualization of renewable energy projects
  • Specialized AI agents for each ESG component:
    • Environmental Agent: Powered by biodiversity and geolocation data
    • Social Agent: Leveraging census data and demographic marketing insights
    • Governance Agent: Connected to permit and regulatory requirement databases

Project Assessment

  • City and state-specific analysis
  • Project type evaluation
  • Energy output calculations
  • Cost analysis and estimation

Technical Architecture

AI Agents

  • ESG Core Agent: OpenAI LLM integrated with FEMA data and ESG survey prediction
  • Environmental Agent: OpenAI LLM connected to biodiversity databases
  • Social Agent: OpenAI LLM trained on census data and marketing campaigns
  • Governance Agent: RAG (Retrieval-Augmented Generation) system with comprehensive permit database

Tech Stack

  • Frontend: Docker
  • Backend: Streamlit
  • Development: Cursor.AI IDE
  • Database: Supabase
  • Web Scraping: crawl4ai
  • AI Integration: OpenAI

Challenges and Solutions

Data Consistency

  • Implemented standardization protocols for varying state and city data formats
  • Developed robust scraping mechanisms for diverse data sources

LLM Accuracy

  • Fine-tuned models to reduce hallucination
  • Implemented verification systems for generated content

Future Development

  • Economic impact analysis integration
  • Automated social media marketing campaign generation
  • Enhanced financial savings calculations
  • Expanded regional coverage

Try It Out

Link foк the DEMO

Built with ❤️ by the Vamm.eco team

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 3

  •  
  •  
  •