Multi-Agent Climate Policy Debate Simulator | RAG, FastAPI & Ollama

Keywords: ClimateDebateAI, Climate Policy Debate Simulator, Multi-Agent AI, FastAPI, Ollama, RAG, ChromaDB, Python, Local LLM, Climate Policy, AI Agents, Policy Simulation, SentenceTransformers 🚀 *PROJECT OVERVIEW* ClimateDebateAI is a multi-agent climate policy debate simulator that models how the USA, EU, and China might respond to policy topics using local AI and retrieval-augmented generation. The system grounds agent arguments in country-specific policy documents and uses a local language model to generate debate turns. ✨ *KEY FEATURES* Multi-agent debate simulation across the USA, EU, and China Retrieval-augmented generation using ChromaDB and SentenceTransformers Local LLM response generation through Ollama Topic-driven debate rounds with stance classification FastAPI backend with debate and policy endpoints Browser-based interface for interactive debate playback Docker Compose setup for local deployment 🛠️ *TECHNOLOGY STACK* Python 3.10 FastAPI Ollama and Llama 3 ChromaDB SentenceTransformers Hugging Face Hub HTML, CSS, and JavaScript Docker and Docker Compose Local JSON policy datasets 📂 *GITHUB REPOSITORY* https://github.com/SabbellaLaharika/C... 🎥 *ABOUT THIS DEMO* This demo highlights the architecture and implementation of a multi-agent AI system for climate policy simulation. FastAPI orchestrates debate rounds, a RAG pipeline retrieves relevant policy context from local datasets, and Ollama generates agent responses grounded in those policy points. The frontend presents the debate in a browser interface with animated message rendering and stance labels. The project demonstrates retrieval, agent orchestration, and local inference in a single application. If you're interested in AI systems combining retrieval, local LLMs, and agent workflows, star the repository and subscribe for more software engineering project demonstrations. #️⃣ *HASHTAGS* #ClimateAI #MultiAgentSystems #FastAPI #Ollama #RAG #ChromaDB #Python #ClimatePolicy #GenerativeAI #LLM #SoftwareEngineering #MachineLearning #AIApplications #LocalAI #PolicySimulation