Projects in Awesome Lists by build-on-aws
A curated list of projects in awesome lists by build-on-aws .
https://github.com/build-on-aws/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
ai aws containers data-analytics data-science databases iot kubernetes ml mobile-development security serverless web web-development
Last synced: 09 Apr 2025
https://github.com/build-on-aws/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.
amazon-bedrock langchain-python llms node-js python3 rag
Last synced: 04 Apr 2025
https://github.com/build-on-aws/bedrock-agents-streamlit
Creating Amazon Bedrock agents with Streamlit Framework
ai-agent amazon-bedrock claude streamlit
Last synced: 05 Apr 2025
https://github.com/build-on-aws/amazon-bedrock-quick-start
Learn how to Quickly build Generative AI applications with Amazon Bedrock
amazon-bedrock aws generative-ai python streamlit
Last synced: 10 Apr 2025
https://github.com/build-on-aws/amazon-bedrock-agents-quickstart
Learn how to quickly build Agents with Amazon Bedrock
ai-agents amazon-bedrock claude2 langchain
Last synced: 10 Apr 2025
https://github.com/build-on-aws/gen-ai-workshop
Learn how to build generative AI applications on AWS using PartyRock, Amazon Bedrock, and Amazon Q
amazon-bedrock amazon-q amazon-web-services generative-ai
Last synced: 06 Apr 2025
https://github.com/build-on-aws/bedrock-agent-txt2sql
Use natural language to Generate Amazon Athena SQL queries to fetch data.
Last synced: 09 Apr 2025
https://github.com/build-on-aws/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.
amazon amazon-bedrock amazon-web-services api-gateway aws bedrock dynamodb generative-ai lambda python whatsapp
Last synced: 09 Apr 2025
https://github.com/build-on-aws/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.
amazon-msk amazon-msk-connect apache-kafka data-streaming java kafka-connect kafka-connector terraform
Last synced: 10 Apr 2025
https://github.com/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.
aws-x-ray cloud-watch grafana grafana-tempo java metrics observability opentelemetry opentelemetry-collector otlp prometheus tracing
Last synced: 10 Apr 2025
https://github.com/build-on-aws/amazon-bedrock-agents-outfit-assistant
This repo contains code for a demo of Amazon Bedrock Agents.
agents amazon-bedrock generative-ai
Last synced: 10 Apr 2025
https://github.com/build-on-aws/content
Content repository for Community.aws
Last synced: 12 Apr 2025
https://github.com/build-on-aws/dotnet-fm-playground
.NET FM Playground is a .NET MAUI Blazor sample application showcasing how to leverage Amazon Bedrock from C# code. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API.
amazon-bedrock csharp dotnet dotnet-maui dotnet-maui-blazor generative-ai
Last synced: 10 Apr 2025
https://github.com/build-on-aws/bedrock-agents-webscraper
This repo provides guidance on setting up a bedrock agent to webscrape and internet search via action groups
ai-agent amazon-bedrock bedrock-agent claude internet-search webscraper
Last synced: 10 Apr 2025
https://github.com/build-on-aws/amazon-bedrock-minecraft-agent
AI agentic bot for Minecraft using Agents for Amazon Bedrock.
Last synced: 20 Dec 2024
https://github.com/build-on-aws/building-gen-ai-agent-on-aws
Building an AWS Solution Architect Agent with Generative AI
generative-ai huggingface jyputer-notebook langchain sagemaker
Last synced: 06 May 2025
https://github.com/build-on-aws/python-fm-playground
Explore how you can use Amazon Bedrock with Python in a dynamic environment! It includes a FastAPI app and a Next.js frontend, perfect for learning and experimentation with generative AI on AWS.
amazon-bedrock aws bedrock fastapi generative-ai generative-art image-generation large-language-models llm nextjs python sample-app web-development
Last synced: 10 Apr 2025
https://github.com/build-on-aws/agentic-workshop
Learn how to build Agentic Workflows on AWS
agentic-workflow agents amazon-bedrock amazon-q generative-ai
Last synced: 06 May 2025
https://github.com/build-on-aws/amazon-bedrock-custom-langchain-agent
Learn to build custom prompts and tools for LangChain agents
ai-agents amazon-bedrock langchain python streamlit
Last synced: 10 Apr 2025
https://github.com/build-on-aws/building-reactjs-gen-ai-apps-with-amazon-bedrock-javascript-sdk
Get ready to embark on an exciting journey as we combine the power of Amazon Bedrock, ReactJS and the AWS JavaScript SDK to create a generative AI application with minimal integration code.
agent amazon amplify aws bedrock generative-ai iam javascript llm
Last synced: 14 Apr 2025
https://github.com/build-on-aws/rag-golang-postgresql-langchain
Implement RAG (using LangChain and PostgreSQL) for Go applications to improve the accuracy and relevance of LLM outputs
amazon-bedrock generative-ai golang langchain large-language-models pgvector postgresql
Last synced: 06 May 2025
https://github.com/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.
ai chatboot generative-ai gpt prompt-engineering
Last synced: 10 Apr 2025
https://github.com/build-on-aws/prioritizing-event-processing-with-apache-kafka
Technical solution to implement event processing prioritization with Apache Kafke using the concept of buckets.
amazon-msk amazon-msk-connect apache-flink apache-kafka event-processing kafka-connect kafka-streams
Last synced: 06 May 2025
https://github.com/build-on-aws/langchain-embeddings
This repository demonstrates the construction of a state-of-the-art multimodal search engine, leveraging Amazon Titan Embeddings, Amazon Bedrock, and LangChain.
aurora embeddings lambda langchain llm postgresql python
Last synced: 10 Apr 2025
https://github.com/build-on-aws/rag-postgresql-agent-bedrock
This application is built in four stages using infrastructure as code with CDK with Python to deploy. In the first stage, an Amazon Aurora PostgreSQL vector database is set up. In the second stage, the Knowledge Base for Amazon Bedrock is created using the established database. The third stage involves creating an Amazon
amazon aurora aws bedrock cdk dynamodb embeddings generative-ai lambda llm postgresql python3 whatsapp
Last synced: 10 Apr 2025
https://github.com/build-on-aws/amazon-bedrock-go-sdk-examples
AWS Go SDK examples for Amazon Bedrock
amazon-bedrock aws generative-ai golang large-language-models
Last synced: 06 May 2025
https://github.com/build-on-aws/golang-gin-app-on-aws-lambda
Take a URL shortener application written using Gin, and run it as a serverless Lambda function.
Last synced: 22 Jun 2025
https://github.com/build-on-aws/agents-for-amazon-bedrock-sample-feature-notebooks
Sample code for features of Agents for Amazon Bedrock
amazon-bedrock amazon-bedrock-agents generative-ai
Last synced: 06 May 2025
https://github.com/build-on-aws/get-the-news-rss-atom-feed-summary
Get a summary of the most recent news from an RSS or Atom feed using Amazon Bedrock.
amazon-bedrock atom aws-lambda generative-ai rss serverless
Last synced: 06 May 2025
https://github.com/build-on-aws/aws-lambda-and-cqrs-a-winning-combination
Command-Query Responsibility Segregation (CQRS) is often presented as a pattern focused on scaling by separating reads and writes. However, this is an architecture-level pattern that has nothing to do with infrastructure. At AWS re:Invent 2023 session (BOA211) we explored the right way of combining AWS Lambda and CQRS together.
aws aws-lambda cqrs cqrs-pattern dynamodb dynamode serverless single-table-design typescript
Last synced: 10 Apr 2025
https://github.com/build-on-aws/building-a-machine-learning-enabled-web-app
This repository contains sample app code to build an object and text detection web app. An individual can upload images that contains real world objects or text, and get the labels for all the detected objects and texts in the image.
Last synced: 10 Apr 2025
https://github.com/build-on-aws/building-gen-ai-apps-with-found-models-workshop
Code for the Generative AI workshop
aws aws-lambda aws-sagemaker generative-ai
Last synced: 19 Jun 2025
https://github.com/build-on-aws/amazon-bedrock-java-examples
Welcome to this repo where we'll continue adding hands-on examples demonstrating the use of the Java SDK for Amazon Bedrock.
amazon-bedrock aws aws-java-sdk-v2 generative-ai java
Last synced: 10 Apr 2025
https://github.com/build-on-aws/java-fm-playground
Explore how you can use Amazon Bedrock with Java in a dynamic environment! It includes a Spring Boot app and a Next.js frontend, perfect for learning and experimentation with generative AI on AWS.
amazon-bedrock aws bedrock generative-ai generative-art image-generation java large-language-models llm nextjs sample-app spring-boot web-development
Last synced: 20 Jun 2025
https://github.com/build-on-aws/real-time-gaming-leaderboard-apache-flink
Example gaming leaderboard application covering streaming ingestion, CDC enrichment, processing and visualisation including demo of advance real-time analytics concepts like late data arrival, exactly-once, dynamic config, archival and on-demand replay
amazon-managed-flink apache-flink change-data-capture dynamic-config exactly-once real-time-analytics replay
Last synced: 10 Apr 2025
https://github.com/build-on-aws/amazon-bedrock-with-builder-and-command-patterns
A simple, yet powerful implementation in Java that allows developers to write a rather straightforward code to create the API requests for the different foundation models supported by Amazon Bedrock.
amazon bedrock builder-pattern command-pattern foundation-models generative-ai java llm
Last synced: 10 Apr 2025
https://github.com/build-on-aws/bedrock-agent-appointment-manager-dynamodb
I'll guide you through setting up the resources, defining the agent's action groups, associating AWS Lambda functions to execute DynamoDB operations, and integrating the knowledge base for enhanced conversational experiences to provide more personalized and context-aware responses to user queries. All this with a 'CDK deploy' command using the AWS
agent bedrock cdk generative-ai lambda llm
Last synced: 06 May 2025
https://github.com/build-on-aws/terraform-samples
Collections of examples of using Terraform with AWS
aws infrastructure-as-code terraform terraform-module
Last synced: 10 Apr 2025
https://github.com/build-on-aws/conversation-with-your-architecture
Demonstrates how to chat with your architecture using Amazon Bedrock's Converse API, tool use, and a knowledge base. Implemented in Python, the demo allows users to analyze architecture diagrams, evaluate effectiveness, get recommendations, and make informed decisions about their system architecture.
Last synced: 13 Feb 2025
https://github.com/build-on-aws/amazon-bedrock-adventure-game
Introducing "The Adventure Game", a concept for the November 2024 "AWS Game Builder Challenge". It's a text based, open ended, RPG (role playing game). The game use generative models from Amazon Bedrock using the Converse API to build an AI agent that uses a graph data structure to maintain game state.
Last synced: 17 Jun 2025
https://github.com/build-on-aws/bookstore-demo-app-with-authz
Authorization is one of the foundational needs when building your applications and services. Learn how, with the help of Cedar and Amazon Verified Permissions, to to add non-trivial authorization rules to your web application.
amazon-cognito amazon-verified-permissions authorization aws-amplify aws-amplify-vue aws-lambda aws-lambda-python cedar python python3
Last synced: 10 Apr 2025
https://github.com/build-on-aws/bedrock-agents-infer-models
Use natural language to run inference on various LLMs via Bedrock agents
bedrock generative-ai llm-inference
Last synced: 10 Apr 2025
https://github.com/build-on-aws/cicd-pipeline-for-containers
This repository sets up an end-to-end CI/CD container pipeline with Hashicorp Terraform based on native AWS services for hosting and testing application code, building a container image from the code, pushing and storing the container image to ECR, and deploying this container on EKS as a deployment.
cicd codecommit codedeploy codepipeline ecr eks terraform
Last synced: 10 Apr 2025
https://github.com/build-on-aws/fullstack-llm-langchain-chatbot-on-aws
Build a Full stack Q&A Chatbot with Langchain, and LLM Models on Amazon Sagemaker
amazon-sagemaker aws chatbot llm
Last synced: 06 May 2025
https://github.com/build-on-aws/stateful-workloads-in-iac
When applying DevOps best practices and implementing infrastructure as code (IaC) for your projects, you have to make a decision: should you combine or separate components that store information (like databases) and other components that don’t? The duality of the question suggests that there is only one right answer. But is it, really?
aws-cdk aws-cloudformation cdk cloudformation iac infrastructure-as-code stateful stateless
Last synced: 18 Feb 2025
https://github.com/build-on-aws/custom-provider-with-terraform-plugin-framework
This repository contains a complete implementation of a custom provider built using HashiCorp's latest SDK called Terraform plugin framework.
hashicorp hashicorp-terraform opensearch opensearch-go plugin-framework terraform
Last synced: 09 Feb 2025
https://github.com/build-on-aws/my-event-planner-sample-app
This repo contains sample app code for an event planning app for students on campus.
aws-amplify aws-amplify-auth aws-amplify-vue aws-cognito graphql-api
Last synced: 12 Feb 2025
https://github.com/build-on-aws/amazon-bedrock-apprunner-chatterdox-webapp
Use Amazon Bedrock and LangChain to build an application to chat with web pages - deploy the Go web app with AWS CDK and start asking questions!
amazon-bedrock generative-ai golang
Last synced: 06 May 2025
https://github.com/build-on-aws/pdf-powered-chatbot-using-llama2-opensearch
Last synced: 10 Apr 2025
https://github.com/build-on-aws/realtime-dynamodb-zero-etl-opensearch-visualization
In the fast-paced world of data-driven decision making, real-time insights are crucial for staying ahead of the competition. Amazon OpenSearch Service and Amazon DynamoDB offer a powerful combination that enables organizations to visualize and analyze data in near real-time, without the need for complex Extract, Transform, Load (ETL) processes
cdk dynamodb iam opensearch python s3 zero-etl
Last synced: 06 May 2025
https://github.com/build-on-aws/ci-cd-serverless-spark
Sample CI/CD pipeline for using GitHub Actions with Amazon EMR Serverless Spark.
amazon-emr apache-spark aws github-actions serverless spark
Last synced: 06 May 2025
https://github.com/build-on-aws/run-kubernetes-clusters-for-less-with-amazon-ec2-spot-and-karpenter
This repo is part of the Run Kubernetes Clusters for Less with Amazon EC2 Spot and Karpenter tutorial. It includes the Terraform template to create the cluster, and all the final versions of the Kubernetes manifests used during the tutorial.
aws aws-spot cost-optimization karpenter terraform
Last synced: 06 May 2025
https://github.com/build-on-aws/bootstrapping-terraform-automation
Sample code to show how to bootstrap Terraform with Amazon CodeCatalyst
amazon-codecatalyst aws ci-cd github-actions terraform
Last synced: 06 May 2025
https://github.com/build-on-aws/amazon-textract-lambda-golang-example
Sample Code to show how to Build a Serverless Application to Automate Invoice Processing on AWS
Last synced: 06 May 2025
https://github.com/build-on-aws/langchaingo-amazon-bedrock-llm
Amazon Bedrock extension for langchaingo
amazon-bedrock golang langchain
Last synced: 06 May 2025
https://github.com/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
amazon-codecatalyst amazon-ecs aws-fargate ci-cd containers devops
Last synced: 18 Feb 2025
https://github.com/build-on-aws/sample-python-web-app
Sample Python application that is used in tutorials as a container, and running with uWSGI / Nginx.
aws docker dockerfile python python3
Last synced: 10 Apr 2025
https://github.com/build-on-aws/learning-data-structures-with-amazon-codewhisperer
Last synced: 06 May 2025
https://github.com/build-on-aws/aiml-like-api-in-your-app
Sample code for adding AI/ML services to your app
aws polly rekognition textract transcribe
Last synced: 06 May 2025
https://github.com/build-on-aws/manage-multiple-environments-with-terraform
Sample repo showing the main infrastructure managed by Terraform.
ci-cd codecatalyst multiple-aws-accounts terraform
Last synced: 16 May 2025
https://github.com/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.
Last synced: 16 May 2025
https://github.com/build-on-aws/building-rust-applications-for-aws-graviton
Sample code showing how to build Rust application for AWS Graviton with ARM64 architecture
arm64 aws aws-graviton rust rust-lang
Last synced: 16 May 2025
https://github.com/build-on-aws/deploying-trurl-2-on-amazon-sagemaker
Deploying TRURL 2 on Amazon SageMaker. TRURL 2 is a Large Language Model (LLM), which is a fine-tuned version of LLaMA 2 with support for Polish language developed by VoiceLab and published at the company profile on Hugging Face (https://huggingface.co/Voicelab).
amazon-sagemaker aws-cdk huggingface llama2 trurl-2
Last synced: 10 Apr 2025
https://github.com/build-on-aws/next-gen-workshop-data-playground
Learn to use Amazon Q for coding, debugging, and data analytics
amazon-q codewhisperer generative-ai
Last synced: 10 Apr 2025
https://github.com/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
docker jupyter-notebook python tensorflow xgboost
Last synced: 06 May 2025
https://github.com/build-on-aws/amazon-bedrock-lambda-image-generation-golang
Serverless image generation with Amazon Bedrock and AWS Lambda
amazon-bedrock aws-cdk aws-lambda generative-ai golang
Last synced: 12 Jun 2025
https://github.com/build-on-aws/compilation-optimization-of-sagemaker
How to Speed Up Open Source LLMs Training and Cut Down Billing Time with Amazon SageMaker
Last synced: 16 May 2025
https://github.com/build-on-aws/opensearch-using-kafka-golang
Ingesting Data into OpenSearch using Apache Kafka and Go
go kafka opensearch serverless
Last synced: 16 May 2025
https://github.com/build-on-aws/workflow-orchestration-bedrock-agent-chaining
Last synced: 10 Apr 2025
https://github.com/build-on-aws/building-a-scooters-graph-including-a-graph-data-generator
Last synced: 23 Feb 2025
https://github.com/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
amazon-ecs aws aws-opensearch flink kafka
Last synced: 16 May 2025
https://github.com/build-on-aws/fullstack-appsync-events-4-in-a-row
A fullstack real-time game where developers play four-in-a-row
amplify aws aws-cdk game-development nextjs react serverless typescript v0
Last synced: 01 Feb 2025
https://github.com/build-on-aws/amazon-rekognition-lambda-golang-example
Learn how to use Amazon Rekognition and AWS Lambda to extract image labels using Go
go lambda machine-learning serverless
Last synced: 16 May 2025
https://github.com/build-on-aws/ci-cd-iac-aws-cloudformation
Sample CI/CD pipeline for AWS CloudFormation using Amazon CodeCatalyst
amazon-codecatalyst aws aws-cloudformation ci-cd devops infrastructure-as-code
Last synced: 16 May 2025
https://github.com/build-on-aws/manage-multiple-environments-with-terraform-environment-infra
Sample repo showing the environment infrastructure managed by Terraform.
aws ci-cd codecatalyst multiple-aws-accounts terraform
Last synced: 16 May 2025
https://github.com/build-on-aws/aws-elastic-beanstalk-cdk-pipelines
Sample AWS CDK pipeline code for an AWS Elastic Beanstalk application
aws aws-cdk aws-elastic-beanstalk ci-cd devops infrastructure-as-code
Last synced: 16 May 2025
https://github.com/build-on-aws/building-go-applications-for-aws-graviton
Sample code showing how to build a Go application for AWS Graviton with ARM64 architecture
Last synced: 16 May 2025
https://github.com/build-on-aws/recommendation-engine-full-stack
Full Stack Tutorial for building recommendation engine for a streaming platform clone.
amazon-sagemaker chalice machine-learning python
Last synced: 16 May 2025
https://github.com/build-on-aws/support-cases-sample
This is a simple Support Cases sample app for Serverless demos. The app is written in Python and will be used in GenAI demos.
python python-lambda sample-code serverless
Last synced: 16 May 2025
https://github.com/build-on-aws/serverless-python-document-sorting
Code example from Winging It Live S1E1, serverless document sorting
machine-learning python serverless
Last synced: 16 May 2025
https://github.com/build-on-aws/aws-redis-iam-auth-golang
Using IAM authentication for Redis on AWS
Last synced: 16 May 2025
https://github.com/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.
aws cloudformation-template dns-firewall firewalls shell-script yaml
Last synced: 16 May 2025
https://github.com/build-on-aws/point-to-point-messaging-with-amazon-sqs
Companion repository for the tutorial Point-to-Point Messaging with AWS Lambda
Last synced: 16 May 2025
https://github.com/build-on-aws/bring-own-machine-learning-model-to-aws
Bring Your Own Machine Learning Code to AWS
aws machine-learning sagemaker
Last synced: 16 May 2025
https://github.com/build-on-aws/request-response-with-amazon-api-gateway
Companion repository for the tutorial Request-Response with Amazon API Gateway and AWS Lambda
amazon-web-services api-gateway architectural-patterns aws cdk lambda lambda-functions request-response sample-app
Last synced: 16 May 2025
https://github.com/build-on-aws/automate-container-microservices-aws-copilot
Build Efficient CI/CD Pipelines for Connected Microservices in Under an Hour using AWS Copilot
aws-copilot ci-cd containers devops microservices
Last synced: 16 May 2025
https://github.com/build-on-aws/uscis-priority-date-tracker
This project contains the sample code for a small utility to pull and store the priority dates from the monthly USCIS Visa Bulletins. It is based on series of articles on [Community.aws](https://community.aws).
Last synced: 16 May 2025
https://github.com/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
amazon-iam aws java powershell-script
Last synced: 16 May 2025
https://github.com/build-on-aws/automating-mwaa-environments-and-workflows
This repo contains code to support the tutorial, Automate the Provisioning of Your Apache Airflow Environments.
apache-airflow aws dags-automation devops managed-workflows-for-apache-airflow mwaa oss
Last synced: 14 Jun 2025
https://github.com/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.
aws flink kinesis-data-analytics sql streaming
Last synced: 16 May 2025
https://github.com/build-on-aws/sample-php-app
Sample PHP TODO app used for tutorials
Last synced: 16 May 2025