Few-shot prompt engineering and fine-tuning for LLMs in Amazon Bedrock

Company earnings calls are crucial for transparency and can significantly impact stock prices. This post explains how generative AI, specifically large language models (LLMs), can streamline the creation of earnings call scripts. It introduces two methods: few-shot prompt engineering and fine-tuning, both utilizing Amazon Bedrock's capabilities. Through examples and evaluations, it demonstrates the potential of these AI technologies to improve financial communications while considering trade-offs in comprehensiveness, hallucinations, ease of use, and cost.