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Madhur Prashant's Projects

amazon-bedrock-samples icon amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all availble foundational models

amazon-bedrockmodelanalyzer icon amazon-bedrockmodelanalyzer

This is sample code demonstrating the use of Amazon Bedrock and Generative AI to implement a long document summarization use case. The application is constructed with a simple streamlit frontend where users can upload large documents and get them summarized.

amazon-sagemaker-generativeai icon amazon-sagemaker-generativeai

Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playground using SageMaker Studio.

bedrockagent icon bedrockagent

LLM-powered document chat using Amazon Bedrock and AWS Serverless

bedrocktemplate icon bedrocktemplate

This repo serves as a template for building generativeAI applications

eulerx icon eulerx

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

foundation-model-benchmarking-tool icon foundation-model-benchmarking-tool

Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stack options.

llama3 icon llama3

The official Meta Llama 3 GitHub site

mlops-pipeline-prestodb icon mlops-pipeline-prestodb

An end-to-end MLOps pipeline that reads data from PrestoDB to train an ML model and deploy on SageMaker for batch and realtime inference.

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