Davide Gallitelli's repositories
llama-index-aws
Learning Llama Index usage on AWS - both with Amazon SageMaker and Amazon Bedrock
sm-project-multiple-choice-deployment
A SageMaker Projects template to deploy a model from Model Registry, choosing your preferred method of deployment among async (Asynchronous Inference), batch (Batch Transform), realtime (Real-time Inference Endpoint). More to be added soon!
ML-learning-days
Repository with notebook for re-learning ML (TF, PyTorch, MXNet, SKLearn, Amazon SageMaker ...)
amazon-sagemaker-pipelines-serverless-inference
Deploying a serverless inference service with Amazon SageMaker Pipelines, AWS Lambda, Amazon API Gateway, and CDK
cdk-lambda-efs-machine-learning
Using Amazon EFS with AWS Lambda to load a ML model
AI_ML_Workshops
AI_ML_Workshops
amazon-sagemaker-drift-detection
This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
amazon-sagemaker-flan-t5-xxl
Example how to deploy FLAN-T5-XXL on Amazon SageMaker
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.
amazon-sagemaker-script-mode
Amazon SageMaker Script Mode examples
create-react-app-auth-amplify
Implements a basic authentication flow for signing up/signing in users as well as protected client side routing using AWS Amplify.
dspy
DSPy: The framework for programming—not prompting—foundation models
implicit-als-lambda
Can you deploy an Implicit ALS model on an AWS Lambda? Yes, you can!
llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
safaribooks
Download and generate EPUB of your favorite books from O'Reilly Learning (aka Safari Books Online) library.
sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
sagemaker-scheduled-processing
A demo for scheduling a SageMaker Processing job with SageMaker Pipelines and Amazon EventBridge
textract-demo
Enhancing Amazon Textract with pre- and post-processing