build-on-aws

agentic-workshop

Learn how to build Agentic Workflows on AWS

amazon-bedrock-agents-quickstart

Learn how to quickly build Agents with Amazon Bedrock

amazon-bedrock-quick-start

Learn how to Quickly build Generative AI applications with Amazon Bedrock

bedrock-agent-txt2sql

Use natural language to Generate Amazon Athena SQL queries to fetch data.

bedrock-agents-streamlit

Creating Amazon Bedrock agents with Streamlit Framework

building-apache-kafka-connectors

Sample code that shows the important aspects of developing custom connectors for Kafka Connect. It provides the resources for building, deploying, and running the code on-premises using Docker, as well as running the code in the cloud.

building-gen-ai-whatsapp-assistant-with-amazon-bedrock-and-python

Build a genAI Whatsapp app that processes images, voice notes, videos, and documents with Amazon Bedrock, and also stores the conversation history.

cloud-clubs-learner-library

A library for learners! Whether or not you're a part of AWS Cloud Clubs, take a look in this library for free, open, leveled content for students 18+ worldwide

gen-ai-workshop

Learn how to build generative AI applications on AWS using PartyRock, Amazon Bedrock, and Amazon Q

llm-rag-vectordb-python

Explore sample applications and tutorials demonstrating the prowess of Amazon Bedrock with Python. Learn to integrate Bedrock with databases, use RAG techniques, and showcase experiments with langchain and streamlit.

build-on-aws/instrumenting-java-apps-using-opentelemetry

Microservice written in Java that shows how to instrument applications using OpenTelemetry, to produce telemetry data for traces and metrics. Also how to switch the observability backend without code changes.

build-on-aws/building-gen-ai-agent-on-aws

Building an AWS Solution Architect Agent with Generative AI

build-on-aws/generative-ai-prompt-engineering

Sample code that helps us explore the world of generative AI through prompt engineering. It provides the resources for experimenting with this emerging skill through demos and sample applications such as simple chatbots.

build-on-aws/prioritizing-event-processing-with-apache-kafka

Technical solution to implement event processing prioritization with Apache Kafke using the concept of buckets.

build-on-aws/automate-web-app-amazon-ecs-cdk-codecatalyst

Deploy a containerized python app to Amazon Elastic Container Service using AWS CDK and Amazon CodeCatalyst

build-on-aws/amazon-textract-lambda-golang-example

Sample Code to show how to Build a Serverless Application to Automate Invoice Processing on AWS

build-on-aws/ci-cd-serverless-spark

Sample CI/CD pipeline for using GitHub Actions with Amazon EMR Serverless Spark.

build-on-aws/learning-data-structures-with-amazon-codewhisperer

build-on-aws/sample-python-web-app

Sample Python application that is used in tutorials as a container, and running with uWSGI / Nginx.

build-on-aws/aiml-like-api-in-your-app

Sample code for adding AI/ML services to your app

build-on-aws/jupyter-notebook-ml-batch-amazon-eks

Container-ready Jupyter Notebook application based on a TensorFlow 2.12.0/Python 3.10 image, utilizing XGBoost model training for structured data

build-on-aws/the-grad-project

This is the repository where you can download and run notebooks in SageMaker Studio Lab, in partnership with webinars taking place on YouTube.

build-on-aws/amazon-rekognition-lambda-golang-example

Learn how to use Amazon Rekognition and AWS Lambda to extract image labels using Go

build-on-aws/building-rust-applications-for-aws-graviton

Sample code showing how to build Rust application for AWS Graviton with ARM64 architecture

build-on-aws/compilation-optimization-of-sagemaker

How to Speed Up Open Source LLMs Training and Cut Down Billing Time with Amazon SageMaker

build-on-aws/opensearch-using-kafka-golang

Ingesting Data into OpenSearch using Apache Kafka and Go

build-on-aws/real-time-streaming-analytics-application-using-apache-kafka

Sample code repository to build a real-time streaming analytics application using Apache Kafka on AWS

build-on-aws/automate-container-microservices-aws-copilot

Build Efficient CI/CD Pipelines for Connected Microservices in Under an Hour using AWS Copilot

build-on-aws/automating-amazon-guardduty-with-iac

build-on-aws/aws-elastic-beanstalk-cdk-pipelines

Sample AWS CDK pipeline code for an AWS Elastic Beanstalk application

build-on-aws/bring-own-machine-learning-model-to-aws

Bring Your Own Machine Learning Code to AWS

build-on-aws/recommendation-engine-full-stack

Full Stack Tutorial for building recommendation engine for a streaming platform clone.

build-on-aws/serverless-python-document-sorting

Code example from Winging It Live S1E1, serverless document sorting

build-on-aws/testing-egress-controls-for-cloud-workloads

Sample testing script and CloudFormation Tempalte used in Egress Testing Tutorials that highlight AWS Network Firewall and Amazon Route53 DNS Resolver Firewall.

build-on-aws/understanding-apache-kafka-partitions

build-on-aws/automating-mwaa-environments-and-workflows

This repo contains code to support the tutorial, Automate the Provisioning of Your Apache Airflow Environments.

build-on-aws/amazon-transcribe-lambda-golang-example

Build a Serverless Application for Audio to Text conversion

build-on-aws/automated-arc-zonal-shift

Fix Gray Failures Fast Using Automation and Route 53 ARC Zonal Shift

build-on-aws/practical-cloud-guide-code

Introduction to the Practical Cloud Guide, a series of articles and tutorials to help IT Administrators and Pros successfully transition to the cloud

build-on-aws/real-time-analytics-with-flink-sql

Sample code repository that contains the sample data set files and Zeppelin notes to run analytical queries with SQL.