Overview

This is a simple demo of Amazon Bedrock, with AI21 and Anthropic Claude model with langchain library. For more detail please reference the following link:

• https://aws.amazon.com/bedrock/
• https://www.ai21.com/
• https://www.anthropic.com/index/claude-2

To Setup

Setup Python
Setup Python Env
Setup AWS CLI

git clone https://github.com/nguyendinhthi0705/bedrock-rag-stock.git
cd bedrock-rag-stock
pip3 install -r requirements.txt

Architect

App 1: Architecture - RAG with document

App 2: Architecture - Text To SQL Query

App 3 and 4: Architecture - ReAct and Agents

Start App:

streamlit run main.py --server.port 8080

Learn more about prompt

- <a href="https://docs.anthropic.com/claude/docs/introduction-to-prompt-design" target="_blank">Introduction to prompt design </a>