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 Based on the Consolidated Statements of Earnings on page 48 of the document, the net earnings for Johnson & Johnson were: FY2021: $20,878 million FY2020: $14,714 million This represents a growth of $6,164 million, or approximately 41.9%, from FY2020 to FY2021.	Model: gemini-2.5-pro Temperature: 0.2 Max output tokens: 8192 TopK: 40.0 TopP: 0.95