Decision Agent 🧠

AI-powered analysis engine for making better decisions.

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🚀 Features

• Custom Fine-Tuned Cross Encoder: fine-tuned model to detect logical coherence and argument strength.
• Logical Analysis: Deconstructs arguments into Claim → Evidence.
• Bias Detection: Identifies cognitive traps like Sunk Cost Fallacy.
• RAG Context: Checks new decisions against your personal archive.
• Qdrant Vector DB: Semantic search for similar past dilemmas.
• Real-time Processing: Asynchronous analysis with polling.

🛠️ Stack

Backend

• FastAPI: High-performance async API.
• PyTorch (Last Mile): Custom Cross-Encoder for logic scoring.
• LangChain: Orchestration for RAG and LLM flows.

Frontend

• React + Vite: Fast, modern UI.
• Tailwind CSS: Sleek, responsive design.
• Framer Motion: Smooth animations.

Infrastructure

• Docker Compose: Full stack orchestration.
• Qdrant: High-performance vector search.
• Nginx: Production-grade reverse proxy.

⚡ Quick Start

1. Run Production (Docker)

make deploy-prod

Access at: http://localhost

2. Run Local Dev

make build
make run

📚 Documentation

• Use Cases - Examples and scenarios.
• Deployment - Setup guide.
• Architecture - System design.