Project Overview
This project demonstrates how to build an AI-powered chatbot that can answer questions about Thevest Travel Agency using Retrieval-Augmented Generation (RAG) with AWS services.
Why This Project?
Generative AI and chatbots are reshaping industries. This project shows how to create your own AI-driven chatbot using AWS services like Amazon Lex for conversational interface, Amazon Bedrock for generative AI, and S3 for document storage.
What is RAG?
RAG is a hybrid architecture that retrieves relevant information from a knowledge base and uses a language model to generate responses based on that information.
Advantages of RAG:
- Provides factual, contextually accurate responses
- Uses latest, custom, or private data
- Reduces hallucination
- Ensures data privacy
Key AWS Services Used
- Amazon Lex: For the chatbot voice/text interface
- Amazon Bedrock: To access foundation models like Claude, Titan
- Amazon S3: Document storage for custom data