A collection of innovative demos based on the references below to showcase the powerful integration of Generative AI with Amazon Web Services, including Bedrock, Lambda, and more.
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Chatbot Powered by Amazon Bedrock, Claude, and Streamlit
A conversational AI application that leverages a knowledge base and the Claude foundation model for intelligent responses. -
Serverless E-Learning App using Amazon Bedrock Knowledge Base
Facilitates employee onboarding to AWS with an e-learning app powered by a knowledge base and Claude foundation model. -
HR Q&A Application with RAG
Simplifies HR processes with a Retrieval Augmented Generation (RAG) based Q&A application, providing accurate and relevant answers to commonly asked questions. -
Movie Poster Design with Generative AI
Harnesses the power of Generative AI to design visually striking movie posters with Stability AI, triggered through AWS services. -
Text Summarization for Manufacturing Issue Resolution
Streamlines troubleshooting for manufacturing equipment with AI-powered summaries of incident reports, aiding quick diagnosis and efficient resolution.
To visualize the structure of each project, please access the architecture diagrams located within their respective subfolders.
- Explore Project Readmes: Navigate to the individual project subfolders for detailed instructions, setup information, and examples.
- Prerequisites: Familiarize yourself with the technologies used โ AWS services (Amazon Bedrock, Lambda, API Gateway), knowledge bases, foundation models (Llama 2, Claude, Cohere, Stability AI), and relevant libraries (Streamlit, LangChain).
- Generative AI on AWS, Chris Gregly, O'Reilly, 2024
- AWS Amazon Bedrock & Generative AI - Beginner to Advanced, Rahul Trisal, Udemy, 2024
- Large Language Model-Based Solutions, Shreyas Subramanian, Wiley, 2024
- Transformers for Natural Language Processing and Computer Vision, Denis Rothman, Packt, 2024
- LangChain - A Hands-On Guide to Modern AI Application Development, Glen Patzlaff, 2024