ChemEagle Guide

Overview

ChemEagle is a multi-agent system for extracting structured chemical information from scientific literature. It uses specialized agents for recognizing chemical entities, extracting reaction conditions, identifying product yields, and building structured databases from unstructured chemistry papers. Particularly useful for building reaction databases and automating systematic reviews in chemistry.

Agent Pipeline

Chemistry Paper (PDF/text)
         ↓
   Document Parser Agent (section identification)
         ↓
   Chemical NER Agent
   ├── Compound names → SMILES/InChI
   ├── Reagents and catalysts
   ├── Solvents and conditions
   └── Product identification
         ↓