Financial QA - Deductive

Ask deductive questions about a (long) financial document.

You can query a model directly and test the results returned when using different parameter values with the Cloud console, or by calling the Vertex AI API directly.

For an example of using the Vertex AI API, see Quickstart using the Vertex AI API.
To view this sample in the Cloud console: Go to Google Cloud console

Prompt Freeform

financial_qa_example_JNJ_2021_10K.pdf

How much did net earnings grow from FY2020 to FY2021?

Response

Net earnings grew from $14.714 billion in FY2020 to $20.878 billion in FY2021, representing a 41.9% increase.

Supporting Information:

This information can be found in the Consolidated Statements of Earnings (page 48 of the document). Specifically, the "Net earnings" row shows:

2021: $20,878 million
2020: $14,714 million

To calculate the growth:

($20,878 - $14,714) / $14,714 = 41.9% increase.

Model:	gemini-1.5-flash-002
Temperature:	0.2
Max output tokens:	8192
TopK:	40.0
TopP:	0.95