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Research the latest developments in open-source large language models released in the past 3 months and summarize the top 5 by capability.

Write a Python function that reads a CSV file, removes duplicate rows based on an "id" column, and returns a cleaned DataFrame.

Analyze the provided sales dataset and identify the top 3 product categories by revenue, including month-over-month growth rates.

Write a concise technical blog post introduction explaining how ReAct agents differ from standard chain-of-thought prompting.