To get started, we will import the necessary packages. We will use Benzinga’s Python SDK to access the API, Pandas to format and manipulate the data, and Matplotlib to visualize the earnings data.

Key aspects include: Parallel processing of multiple tool calls using Python’s `asyncio.gather`, reducing response times and improving performance.

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