gitmurali/aws-bedrock-generative-ai

generate ai image generation

aws-bedrock-generative-ai

Build Generative AI applications with Amazon Bedrock

This repository contains code for building diverse AI applications using Amazon Bedrock's foundation models.

Getting Started

To get a local copy up and running, follow these simple steps.

Prerequisites

• Python 3.9 or higher
• pip
• get Model Access in Amazon Bedrock

Installation

Clone the repo

git clone https://github.com/gitmurali/aws-bedrock-generative-ai.git

Install required packages

pip install -r requirements.txt

Usage

This repository contains code for demonstrating how to build AI applications using Amazon Bedrock's foundation models.

Image Generation

To generate images using Stable Diffusion, run the following command:

streamlit run image_generation.py

To run in docker container:

sudo docker build . -t generative-ai
sudo docker run -p 8501:8501 -d --rm -v ~/.aws:/root/.aws generative-ai

This will launch a Streamlit app where you can enter prompts to generate images in various styles.

Chatbot

To interact with a chatbot built using Amazon Bedrock, LangChain, and Streamlit, run:

streamlit run chat_bedrock.py

Launch a Streamlit app where you can have a conversation with the chatbot, witnessing AI-powered conversational capabilities.