OMB Individually Reported
Using AI to answer questions about a corpus of uploaded files
Low riskExact public inventory row
Description
This AI service will provide a internal Large Language Model for general usage for chatting and answering questions about user uploaded files and internal knowledge bases.
Detailed example
Chat response is in direct response to users individual request.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Cost and time savings by reducing Staff's time in reviewing a large number of documents.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
We used public 10-K and ADV filings for evaluation of models on Question & Answering tasks, and information extraction tasks.