AWS Bedrock Applications Generative AI Tools

End-to-end applications built on Amazon Bedrock for specific business domains (chatbots, financial advice, employee productivity, emergency dispatch, product onboarding). Does NOT include general AI frameworks, infrastructure tooling, model deployment tutorials, or non-Bedrock-specific generative AI applications.

There are 152 aws bedrock applications tools tracked. 13 score above 50 (established tier). The highest-rated is aws-samples/bedrock-access-gateway at 64/100 with 952 stars. 2 of the top 10 are actively maintained.

Get all 152 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=aws-bedrock-applications&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	aws-samples/bedrock-access-gateway OpenAI-Compatible RESTful APIs for Amazon Bedrock	64	Established	952	Python
2	awslabs/amazon-bedrock-agent-samples Example Jupyter notebooks 📓 and code scripts 💻 for using Amazon Bedrock...	64	Established	789	Python
3	aws-samples/well-architected-iac-analyzer Sample Generative AI tool for evaluating Infrastructure as Code and...	58	Established	458	TypeScript
4	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...	56	Established	77	Python
5	aws-samples/sample-connector-for-bedrock Seamlessly invoke Amazon Bedrock or your custom models, enabling a smooth...	56	Established	99	TypeScript
6	aws-samples/generative-ai-sagemaker-cdk-demo Deploy Generative AI models from Amazon SageMaker JumpStart using AWS CDK	55	Established	72	Python
7	aws-samples/sample-ai-powered-sdlc-patterns-with-aws This repo contains AI-powered software development patterns showing how to...	54	Established	68	Python
8	aws-samples/serverless-genai-food-analyzer-app Personalized nutritional app, serverless, tailored to your shopping and...	54	Established	82	TypeScript
9	minorun365/bedrock-book 書籍「Amazon Bedrock 生成AIアプリ開発入門」のサンプルコード	53	Established	130	Python
10	awslabs/genai-bedrock-chatbot A demo application that uses Amazon SageMaker manuals and pricing data...	52	Established	53	Python
11	aws-samples/aws-smart-product-onboarding Reimagine the seller product onboarding experience with generative AI to...	50	Established	27	Python
12	awslabs/rhubarb A Python framework for multi-modal document understanding with Amazon Bedrock	50	Established	102	Python
13	aws-samples/aws-appconfig-java-sample A Sample Java Microservices application to demo the capabilities of Amazon Q...	50	Established	24	Java
14	aws-samples/sample-bedrock-deep-researcher Researcher Agent to write blog posts/ articles using Amazon Bedrock and websearch.	49	Emerging	111	Python
15	aws-samples/improve-employee-productivity-using-genai Employee Productivity GenAI Assistant Example is an innovative code sample...	49	Emerging	24	JavaScript
16	aws-samples/sample-document-processing-with-amazon-bedrock-data-automation This repository contains examples for customers to get started using Amazon...	48	Emerging	28	Jupyter Notebook
17	AAlvAAro/ruby-amazon-bedrock Seamless Integration with Amazon Bedrock for AI-Powered Text and Image...	48	Emerging	17	Ruby
18	aws-samples/gen-ai-video-short-form-generator Generative AI video short-form generator using Amazon Bedrock and AWS...	48	Emerging	46	Python
19	gabrielkoo/bedrock-access-gateway-function-url OpenAI-Compatible RESTful APIs for Amazon Bedrock, modified from the...	47	Emerging	19	Shell
20	aws-samples/genai-knowledge-capture A PoC application developed using Amazon Transcribe and Amazon Bedrock to...	47	Emerging	10	Python
21	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...	47	Emerging	43	JavaScript
22	aws-samples/sample-well-architected-acceleration-with-generative-ai AWS Well-Architected Framework Review (WAFR) Acceleration with Generative AI...	47	Emerging	88	Python
23	aws-samples/generative-ai-on-aws-immersion-day Generative AI on AWS Immersion Day	46	Emerging	52	Jupyter Notebook
24	build-on-aws/amazon-bedrock-quick-start Learn how to Quickly build Generative AI applications with Amazon Bedrock	46	Emerging	90	Python
25	genkit-ai/aws-bedrock-js-plugin Community Plugin for Genkit to use AWS Bedrock	46	Emerging	12	TypeScript
26	aws-samples/sample-aiops-on-amazon-sagemakerai A collection of examples and resources for operationalizing GenAI and ML...	46	Emerging	8	Jupyter Notebook
27	build-on-aws/gen-ai-workshop Learn how to build generative AI applications on AWS using PartyRock,...	46	Emerging	95	Python
28	aws-solutions-library-samples/guidance-for-digital-thread-using-graph-and-generative-ai-on-aws This Guidance demonstrates how to create an intelligent manufacturing...	45	Emerging	25	Python
29	aws-samples/generative-ai-newsletter-app The Generative AI Newsletter Application sample is a ready-to-use serverless...	45	Emerging	51	TypeScript
30	neo4j-partners/neo4j-generative-ai-aws Demonstration application showing how Neo4j works with Amazon Bedrock	45	Emerging	73	Jupyter Notebook
31	aws-samples/AWS-First-GenAI-Journey Welcome to the AWS First Generative AI Journey repository! This project...	45	Emerging	372	Jupyter Notebook
32	aws-samples/educational-course-content-generator-with-qna-bot-using-bedrock A serverless AWS application that combines AI-powered course content...	44	Emerging	10	Python
33	aws-samples/custom-web-experience-with-amazon-q-business Build a custom user interface for more tailored, controlled, and...	43	Emerging	54	Python
34	aws-samples/aws-generative-ai-terraform-samples Samples using AWS Terraform modules to accelerate your...	43	Emerging	25	—
35	aws-samples/sample-multimodal-agent-tutorial Build production-ready AI agents with the Strands Agents SDK and AWS...	42	Emerging	17	Jupyter Notebook
36	build-on-aws/python-fm-playground Explore how you can use Amazon Bedrock with Python in a dynamic environment!...	42	Emerging	41	JavaScript
37	build-on-aws/amazon-bedrock-agents-outfit-assistant This repo contains code for a demo of Amazon Bedrock Agents.	42	Emerging	57	Python
38	darko-mesaros/bedrust Invoking models on Amazon Bedrock using Rust	42	Emerging	68	Rust
39	aws-samples/sample-genai-reflection-for-bedrock ✨Amazon Bedrock wrapper for inference-time LLM techniques	41	Emerging	12	Python
40	aws-samples/aws-genai-rfpassistant This repository contains the code and infrastructure as code for a...	41	Emerging	37	TypeScript
41	yorrickjansen/gen-ai-on-aws Production grade deployment of GenAI on AWS	40	Emerging	2	Python
42	build-on-aws/dotnet-fm-playground .NET FM Playground is a .NET MAUI Blazor sample application showcasing how...	40	Emerging	47	HTML
43	cdklabs/genai-idp GenAI Intelligent Document Processing (IDP) Accelerator for AWS CDK is...	40	Emerging	2	Jupyter Notebook
44	aws-samples/alarm-context-tool The Alarm Context Tool (ACT) enhances AWS CloudWatch Alarms by providing...	40	Emerging	35	Python
45	aws-samples/ai-chat-accelerator Get up and running quickly with an AI chat application on AWS that provides...	40	Emerging	12	HCL
46	aws-samples/draw-an-app This project uses AWS Bedrock's Claude 3 Sonnet model to convert hand-drawn...	40	Emerging	6	Python
47	aws-samples/function-calling-using-amazon-bedrock-anthropic-claude-3 Function calling using Amazon Bedrock with Anthropic Claude 3 foundation model	40	Emerging	37	Python
48	aws-solutions-library-samples/guidance-for-self-healing-code-on-aws This Guidance helps software companies set up a automated system to detect...	39	Emerging	29	Python
49	build-on-aws/building-gen-ai-apps-with-found-models-workshop Code for the Generative AI workshop	39	Emerging	16	Python
50	aws-samples/automate-user-onboarding-for-fsi-with-generative-ai A solution that harnesses the power of Generative AI to streamline the user...	38	Emerging	11	Python
51	build-on-aws/amazon-bedrock-java-examples Welcome to this repo where we'll continue adding hands-on examples...	38	Emerging	15	—
52	build-on-aws/java-fm-playground Explore how you can use Amazon Bedrock with Java in a dynamic environment!...	38	Emerging	14	JavaScript
53	kkpkishan/aws-billing-insights AI-powered AWS billing analysis & cost optimization using Amazon Bedrock....	37	Emerging	3	—
54	aws-samples/amazon-bedrock-ai-karaoke Amazon Bedrock AI Karaoke is an interactive demonstration of Amazon Bedrock....	37	Emerging	19	Python
55	aws-solutions-library-samples/guidance-for-generating-product-descriptions-with-amazon-bedrock Building Product Descriptions with AWS Bedrock and Rekognition	37	Emerging	10	CSS
56	garystafford/creative-analysis-claude-bedrock Simple Streamlit application used for demonstrating Anthropic Claude 3...	37	Emerging	16	Python
57	aws-samples/automate-image-processing-with-amazon-bedrock Automate process to change image background using Amazon Bedrock and AWS...	37	Emerging	16	Python
58	aws-banjo/intro_bedrock_workshop Intro workshop to Amazon Bedrock	36	Emerging	12	Python
59	aws-samples/embodied-chess-demo-with-amazon-bedrock An interactive chess application that leverages GenAI models hosted on...	36	Emerging	14	TypeScript
60	build-on-aws/amazon-bedrock-adventure-game Introducing "The Adventure Game", a concept for the November 2024 "AWS Game...	36	Emerging	13	Python
61	garystafford/amazon-bedrock-animation-demo Creating Generative AI Video Animations using Amazon Bedrock and Stable...	35	Emerging	9	Jupyter Notebook
62	danilop/ai-doc-read-studio A web-based collaborative document review application using Strands Agents...	35	Emerging	7	Python
63	aws-samples/sample-aws-appsync-bedrock-chatbot-terraform This project demonstrates how to build a generative AI chatbot on AWS using...	35	Emerging	6	JavaScript
64	aws-educate-tw/aws_educate_taylor_swift_workshop Learn to use Bedrock and amplify	35	Emerging	5	TypeScript
65	aws-samples/data-insights-with-amazon-q-business Amazon Q Business enables querying structured data using natural language,...	34	Emerging	19	Python
66	aws-samples/esg-compliance-report-processor A serverless solution to streamline ESG compliance using AI-driven...	34	Emerging	5	Python
67	anespo/billy Electricity bill estimator using Generative AI and Strands Agents	34	Emerging	3	Python
68	aws-samples/idp-invoice-automation-using-bedrock-data-automation-cdk Serverless Intelligent Document Processing (IDP) solution for invoice...	33	Emerging	11	Python
69	build-on-aws/next-gen-workshop-data-playground Learn to use Amazon Q for coding, debugging, and data analytics	33	Emerging	5	Python
70	mazen160/aws-bedrock-proxy-server AWS Bedrock API Proxy Server: Interact with AWS Bedrock models through a...	33	Emerging	3	Python
71	aws-samples/allthings-bedrock-nova-models Amazon Nova models - Python examples	33	Emerging	5	Python
72	karlospn/building-qa-app-with-aws-bedrock-kendra-s3-and-streamlit Building a Q&A app (powered by a LLM model) using AWS Bedrock, AWS Kendra,...	32	Emerging	17	Jupyter Notebook
73	aws-samples/inference-audiocraft-musicgen-on-amazon-sagemaker Deploy Audiocraft Musicgen on Amazon SageMaker using SageMaker Endpoints for...	32	Emerging	15	Jupyter Notebook
74	aws-samples/aws-serverless-product-data-generator This project has been integrated into an accelerator...	32	Emerging	5	TypeScript
75	aws-samples/jira-ticket-classification A Python-based AWS solution for automated Jira ticket classification using...	32	Emerging	12	Python
76	CloudVizz/CloudVizz CloudVizz , Cloud Cost Visualization made simple	32	Emerging	2	JavaScript
77	build-on-aws/amazon-bedrock-lambda-image-generation-golang Serverless image generation with Amazon Bedrock and AWS Lambda	31	Emerging	3	HTML
78	aws-samples/ec-genai-demo E コマースにおける生成AI 4大ユースケースに関する Amazon Bedrock デモ	31	Emerging	18	Python
79	garystafford/ten-ways-gen-ai-code-gen Code for the post: Ten Ways to Leverage Generative AI for Development on AWS	31	Emerging	3	Python
80	garystafford/bedrock-titan-image-outpainting-example Image background replacement on Amazon Bedrock using Amazon Titan Image...	31	Emerging	3	Python
81	hi-space/amazon-bedrock-nova-gallery Gallery showcasing AI-generated images and videos created using the Nova model	31	Emerging	1	Python
82	aws-samples/sample-scribe-ai A knowledge capture assistant for preserving critical expertise and enabling...	30	Emerging	10	Python
83	build-on-aws/agents-for-amazon-bedrock-sample-feature-notebooks Sample code for features of Agents for Amazon Bedrock	29	Experimental	24	Jupyter Notebook
84	garystafford/genai_fiction_summary Mastering Long Document Insights: Advanced Summarization with Amazon Bedrock...	29	Experimental	15	Jupyter Notebook
85	aws-samples/building-genai-applications-with-golang This sample code show how to build generative AI applications on AWS using...	29	Experimental	18	HTML
86	iut62elec/Soccer-Highlight-Generator-with-GenAI Automate the creation of soccer match highlights with the power of...	29	Experimental	24	Python
87	guyernest/bedrock-agent Building chat interface to support natural language questions on random...	28	Experimental	7	Jupyter Notebook
88	aws-samples/sample-video-generation-on-amazon-sagemaker This is the codebase for the AWS blog post "Build a scalable AI video...	28	Experimental	2	Python
89	cdklabs/generative-ai-cdk-constructs-go This is the Go module repository for the Generative AI CDK Constructs	27	Experimental	1	Go
90	build-on-aws/bedrock-agents-infer-models Use natural language to run inference on various LLMs via Bedrock agents	27	Experimental	10	Python
91	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.	27	Experimental	17	Python
92	aws-samples/sample-bda-redaction This repository contains a solution for Multimodal PII (Personally...	27	Experimental	4	Python
93	koushal2018/ai-trade-matching-system 🤖 AI Trade Matching System automates derivative trade confirmation matching...	26	Experimental	1	Python
94	ethanolivertroy/wilma Wilma - AWS Bedrock Security Configuration Checker	26	Experimental	1	Python
95	mdzaheerjk/Air-India-RAG-Chatbot-Development Develop an AI-powered chatbot tailored for Air India, leveraging AWS Bedrock...	25	Experimental	7	—
96	aws-samples/sample-amazon-bedrock-global-cris Samples on how to work with Amazon Bedrock Global cross-Region inference	24	Experimental	—	Python
97	aws-samples/sample-llm-search-citation-analysis-with-amazon-bedrock Track brand visibility across AI search engines with Amazon Bedrock, Step...	24	Experimental	3	TypeScript
98	danilop/amazon-bedrock-guardrails-automated-reasoning-checks-demo-and-utilities A comprehensive toolkit for testing and managing Amazon Bedrock Automated...	24	Experimental	4	Python
99	danilop/bedrock-mantle CLI for exploring Amazon Bedrock OpenAI-compatible APIs	24	Experimental	13	Python
100	aws-samples/improve_public_speaking_skills_using_a_genai_based_virtual_assistant_with_amazon_bedrock Sample Solution for a Public Speaking Mentor GenAI Assistant using Amazon Bedrock	23	Experimental	10	Python
101	Tarique-B-DevOps/AWS-CloudTrail-Security-AI-Agent Analyze AWS CloudTrail events with security insights, powered by Strands...	23	Experimental	—	Python
102	erwan-simon/datalfred Datalfred is an AI-powered chatbot designed to assist users in interacting...	22	Experimental	1	Python
103	asultani91/Amazon-Bedrock-AgentCore-with-Strands-Agents-Nova-Pro Production-ready AI agent infrastructure using Amazon Bedrock AgentCore,...	22	Experimental	—	—
104	KateVu/aws-cdk-bedrock-summaration-app This repository shows how to build a text summarization app using Amazon...	22	Experimental	—	HTML
105	aws-samples/sample-qwen3-next-on-amazon-bedrock This repository contains comprehensive sample code demonstrating the unique...	21	Experimental	—	Python
106	sathish15g/aws-bedrock-multi-ai-agent-system A cutting-edge multi-agent platform on Amazon Bedrock demonstrating advanced...	20	Experimental	1	Python
107	haruka-aibara/bedrock-slack-ai-agent A Slack AI agent using Amazon Bedrock with continuous conversation history	20	Experimental	2	HCL
108	robsable/amazon-bedrock-genai-streamlit Generative AI apps for digital marketing with Amazon Bedrock and Streamlit	20	Experimental	5	Python
109	awsdataarchitect/opensearch-bedrock-rag-cdk Open-source repo with demo of Generative AI RAG solution using Amazon...	19	Experimental	16	TypeScript
110	subhamay-bhattacharyya/glue-lineage-scanner Scan AWS Glue PySpark jobs in GitHub repositories to generate data lineage...	19	Experimental	—	Python
111	aws-samples/sample-simple-bedrock-proxy-enterprise Sample Amazon Bedrock proxy demonstrating how developers can use any AI...	19	Experimental	—	Python
112	pxkundu/aws-genai-labs-builder GenAI Labs Builder SA, GenAI Labs as a Comprehensive repository for AWS...	19	Experimental	—	Python
113	negativenagesh/Amazon-Bedrock Tutorial of aws-bedrock to use foundational models for specific usage	19	Experimental	4	Python
114	Shubhamraut01/chatbot-using-aws-bedrock This project is a simple chat application built using Streamlit that...	19	Experimental	3	Python
115	danilop/amazon-bedrock-data-automation-demo Demo – Using Amazon Bedrock Data Automation for processing documents and videos	19	Experimental	3	Python
116	awsdataarchitect/bedrock-recipe-app-cdk Open-source code for a Food Recipe - Generative AI App on ECS, powered by...	19	Experimental	3	Python
117	gabrielkoo/amazonq-plasma-sword-fighter-game Generate purely by Amazon Q Developer CLI.	18	Experimental	1	Python
118	sansmoraxz/go-bedrock-poc POC demonstrating how to use AWS Bedrock with Golang	18	Experimental	2	Go
119	gabrielkoo/safeaws-cli “Safe-W-S”, wrapper for AWS CLI that locates issues before executing	17	Experimental	1	Python
120	aws-samples/sample-Amazon-Bedrock-WebLens-Demo The AWS Bedrock WebLens demo is designed to introduce customers to the...	17	Experimental	—	TypeScript
121	shawn-albert/financial-insight-ai-agent A multi-modal financial research assistant leveraging Amazon Bedrock to...	17	Experimental	1	Python
122	shortthirdman/JiraCloud-Ticket-Analyzer Classify Atlassian Jira tickets with GenAI on Amazon Bedrock	17	Experimental	1	Python
123	GiovaneIwamoto/bedrock-with-rekognition Bedrock with Rekognition - Integrates generative AI capabilities through FMs...	17	Experimental	1	Python
124	samiramedeiros/aws-data-lake-ml-pipeline End-to-end AWS Data Lake pipeline with Glue, Athena and Step Functions,...	15	Experimental	—	Python
125	miki-mini/infrastructure-evolution-lab 🧬 Infrastructure Alchemist: An experimental lab where Generative AI...	14	Experimental	—	HCL
126	sanjayrohith/ResQ-Backend 🚑 ResQ-Connect: The AI Co-pilot for Emergency Dispatch. Real-time voice...	14	Experimental	3	Python
127	kumsaurav91-droid/SimplifAI SimplifAI is an AI-powered coding learning assistant that explains...	14	Experimental	1	JavaScript
128	Bestehorn/strands Repository for demos and code Strands Agents	14	Experimental	1	Jupyter Notebook
129	darshitvvora/AWSGenAICourseDemo AWS GenAI Course Demo from AWS Skillbuilder - Developing Generative AI...	13	Experimental	—	Jupyter Notebook
130	shrashti-19/ai-retail-copilot AI-powered retail analytics copilot built with AWS Bedrock, Lambda, API...	13	Experimental	—	JavaScript
131	SiddharthBhimpure/financial-advice-generator “AI-powered financial advice generator using AWS Bedrock (Mistral 8x7B),...	13	Experimental	—	Python
132	namandon/aws-ai-cost-optimizer ⚙️ Optimize AWS AI costs by automating resource management and reducing...	13	Experimental	—	Python
133	landry-some/genai-slack-bot Slack chatbot built with Python, AWS CDK, and containerized deployment workflows.	13	Experimental	—	Python
134	megokul/blog-generation A serverless application that generates AI‑powered blog posts using Amazon...	13	Experimental	—	Python
135	iAmSherifCodes/suo-aws A serverless application that automatically extract AWS blog across multiple...	13	Experimental	—	Python
136	yeukfei02/what-to-cook what-to-cook	13	Experimental	—	Python
137	nodm/udemy-aws-bedrock Udemy's 'Amazon Bedrock - The Complete Guide to AWS Generative AI' coure by...	13	Experimental	—	TypeScript
138	Zlash65/aws-bedrock-example End to End Gen-AI project on AWS using AWS Bedrock and AWS Lambda	13	Experimental	—	HCL
139	vooradis/document-analysis-portal Enterprise document analysis platform with AI-powered summarization, version...	13	Experimental	—	Python
140	aws-samples/reinforce-dap341-genai-data-protection This repository hosts sample code that supports the re:Inforce 2024 Code...	13	Experimental	2	Python
141	Dani36034550/langchain_bedrock_lambda 🚀 Build a secure, scalable Retrieval-Augmented Generation microservice with...	13	Experimental	—	Python
142	labeveryday-cloud-projects/cfn-bedrock-notify This code sends remediation suggestions if cfn fails.	12	Experimental	5	Python
143	rksawant/langchain_bedrock_lambda 🚀 Enterprise RAG Lambda LangChain + AWS Bedrock + Pinecone (Serverless...	12	Experimental	1	Python
144	abhirockzz/amazon-bedrock-go-sdk-examples AWS Go SDK examples for Amazon Bedrock	12	Experimental	7	Go
145	hongzz0618/aws-genai-starter Build a real-world Generative AI service on AWS using serverless, Bedrock,...	12	Experimental	1	HCL
146	credchampion/aws-ai-cost-optimizer AI-Powered Cloud Cost Guardian	12	Experimental	1	Python
147	viniciusfinger/bedrock-guardrail-validator Validate the effectiveness of Amazon Bedrock guardrails automatically. This...	12	Experimental	4	Python
148	binghamchris/aws-ai-optouts Sample code for opting out of data collection for AWS AI services.	11	Experimental	—	Python
149	yeukfei02/generative-ai generative-ai	11	Experimental	—	Python
150	hi-space/bedrock-agent-streamlit-app Streamlit App that can be used with any text-based Bedrock agent	11	Experimental	—	Python
151	delee03/genVideo_NovaReels Using Bedrock + Amazon Nova Reels for generate video	11	Experimental	1	Python
152	abhirockzz/amazon-bedrock-go-inference-params Inference parameters for Amazon Bedrock	10	Experimental	2	Go

Comparisons in this category

bedrock-access-gateway and bedrock-access-gateway-function-url (64 vs 47) amazon-bedrock-agent-samples and sample-document-processing-with-amazon-bedrock-data-automation (64 vs 48) building-gen-ai-whatsapp-assistant-with-amazon-bedrock-and-python and genai-bedrock-chatbot (56 vs 52)