Building a Stock Analysis Application Using Amazon Bedrock Agent
- Streamlit: Provides a user interface to visually display stock analysis results.
- Amazon Bedrock Agent: Integrates with various AI models to analyze stock data, processing data through Knowledge Base and Action Group.
- Amazon OpenSearch: A vector database responsible for Amazon Bedrock's RAG (Retrieval-Augmented Generation) functionality, providing fast and efficient search capabilities in conjunction with the Knowledge Base.
- AWS Lambda: Executes functions necessary for processing and analyzing stock data.
- Yahoo Finance: Retrieves stock data from Yahoo Finance for analysis.