September 2024
Intermediate to advanced
218 pages
5h 28m
English
Content preview from Generative AI Application Integration Patterns
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5
Integration Pattern: Batch Metadata Extraction
In this chapter, we will explore a metadata extraction use case, which serves as an excellent entry point to understand the capabilities of Generative Artificial Intelligence (GenAI). This topic is particularly relevant across industries and thought-provoking.
To illustrate this use case, let us consider a scenario where we work with a financial services company that requires the extraction of data from a 10-K report. These reports, filed annually with the Securities and Exchange Commission (SEC) by publicly traded companies, provide a comprehensive overview of their financial performance, operations, and significant events. They are extensive documents that are over 100 pages long and contain ...
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