HIV Data Virtual Assistant
Description
To improve the data retrieval and automation process for HIV researchers by providing information from datasets and generating code for data analysis, thereby alleviating challenges in finding appropriate HIV-related data.
Detailed example
The AI system uses retrieval augmented generation (RAG) to return information related to HIV based on user queries. Outputs include lists of datasets, associated variable names, and code (SAS, R, Python) for analysis, as well as specific dataset information based on researcher queries.
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
The AI assistant will improve productivity and research efforts by streamlining the process of finding relevant HIV datasets and generating analysis code, saving researchers time and enabling more efficient data-driven research.
Controls / human review
ATO: Not reported; PIA: Not published