CAPABILITIES
ACADEMIC ENGINE
Magnolia serves as a locally hosted scholar agent that helps researchers find, analyze, and synthesize scholarly work with high precision, speed, and respect for academic integrity.
Semantic Search
PDF Analysis
Citation Engine
Local LLM (Ollama)
Knowledge Graph