What is MedGeroX?
MedGeroX is an AI-powered research assistant designed to help explore and synthesize scientific evidence in the fields of ageing, geroscience and precision geromedicine.
The platform uses a Retrieval-Augmented Generation (RAG) architecture to retrieve relevant information from a scientific knowledge base before generating a response. This approach helps connect generated answers with domain-specific evidence rather than relying solely on the language model's internal knowledge.
How MedGeroX Works
MedGeroX combines information retrieval, scientific embeddings and generative AI to create evidence-grounded responses.
Scientific Knowledge
Relevant scientific documents provide the underlying knowledge base.
Embeddings
Scientific text is transformed into numerical representations for semantic search.
Retrieval
The system retrieves relevant passages based on the user's question.
Generation
An LLM synthesizes the retrieved evidence into a natural-language response.
Research Focus
The platform is designed around scientific areas relevant to healthy ageing and precision approaches to age-related health.
Geroscience
Ageing mechanisms, biological hallmarks, biomarkers, cellular processes and longevity research.
Ageing & Longevity
Scientific evidence surrounding healthy ageing, biological age and age-associated changes.
Precision Geromedicine
Evidence supporting individualized approaches to ageing, multimorbidity and age-related disease.
Purpose
MedGeroX is intended to make scientific knowledge in geroscience and precision geromedicine easier to explore, connect and interpret. By combining semantic retrieval with generative AI, the platform provides a practical interface for interacting with domain-specific scientific information.