Structured Reasoning System 🧠🔍

Render Deployment Quick Start 🚀

Prerequisites

• GitHub Account
• Render Account
• Anthropic/OpenAI API Key

Deployment Steps

1. Fork this repository
2. Create a new Web Service on Render
3. Connect your GitHub repository
4. Configure Build Settings:
   • Build Command: pip install -r requirements.txt
   • Start Command: python backend/main.py
5. Set Environment Variables:
   • ANTHROPIC_API_KEY
   • OPENAI_API_KEY
   • LLM_PROVIDER
   • DATABASE_URL (optional, Render PostgreSQL)

Post-Deployment

• Check application logs
• Verify API endpoints
• Configure additional settings as needed

Original README Below 👇

[Rest of existing README remains unchanged]