Create a virtual stock technical analyst using Amazon Bedrock Agents

This article demonstrates how to create a virtual stock technical analyst using Amazon Bedrock Agents, a sophisticated tool for answering complex stock analysis queries through natural language interactions.

• Utilizes Amazon Bedrock Agents with Anthropic's Claude 3 Sonnet model
• Implements three key Lambda function action groups:
  • Get stock index constituents
  • Calculate stock price changes
  • Perform technical analysis indicators
• Uses yfinance to fetch daily stock data stored in Amazon S3
• Enables complex queries like finding stocks that:
  • Grew over 10% in 6 months
  • Closed above 20-day SMA
• Supports indexes like NASDAQ 100, FTSE 100, and Nifty 50

The solution demonstrates how generative AI can automate complex financial analysis tasks using natural language interactions.