A production-grade autonomous agent system designed to automate the scientific publishing workflow. It orchestrates Google Gemini 2.5 and Groq LLaMA models to generate full-length research articles. The system handles everything from citation fetching (CORE API) to LaTeX compilation and Pydantic-guarded structured output.
// System Flow
1. User Input → Validation Layer (Pydantic)
2. Core Processing → AI Inference (FastAPI)
3. Data Persistence → Database / File System
4. Response → Client UI