DoctorsMate

DoctorsMate incorporates advanced technological components like RAG (Retriever-Answer Generator) architecture, Cohere embeddings, Cohere Generate, and Weaviate as a vector database, each contributing to its functionality in unique ways. You as an acting doctor have to put together the symptoms, patient details, and the previous history(if any). Here the RAG architecture is central to the tool's ability to process and interpret medical information. It combines a retriever component by using the Cohere embeddings and the Cohere Generate endpoint to finalize the output at the end. Weaviate, as a vector database, plays a critical role in organizing and retrieving medical data efficiently. I have also used the Qdrant just for the log data collections (not related to the application use cases). Currently, It supports around 600 diseases.