--- source_url: https://aws.amazon.com/startups/build title: "Startup Build Solutions — searchable index" --- ## Startup Build Solutions Searchable index of sample architectures and solution guides for startups building on AWS. Each detail file has an Overview, AWS services used, a metadata chip set (deployment method / estimated time / cost calculator), and a primary Get-Started link — typically an AWS Workshop or a GitHub sample repo. Use the Keywords column to filter by category (GenAI, Container, Analytics, Security, Operation) or AWS service. ## Publicly-viewable solutions | Solution | Summary | Keywords | | -------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------- | | [Claude Code with Amazon Bedrock](build/claude-code-with-bedrock.md) | Guides for using Claude Code with Amazon Bedrock | GenAI, Amazon Bedrock | | [Build with Amazon EKS](build/eks.md) | Hands-on workshops for Amazon EKS | Container, Amazon EKS | | [RAG with S3 Vectors](build/s3-vectors.md) | Examples of using S3 Vectors for RAG Architecture | GenAI, RAG, Amazon S3, Amazon Bedrock | | [AWS Database Cookbook](build/aws-database-cookbook.md) | Cookbook for seamlessly deploying relational databases on AWS, from fundamentals to GenAI implementation | Amazon Aurora, Amazon RDS, AWS Lambda, Amazon API Gateway, Amazon Cognito, AWS Identity and Access Management, AWS Amplify, Amazon S3, AWS CloudFormation | | [Build Cost-Effective Data Platform](build/data-platform.md) | Build a cost-effective data platform using Amazon Athena and dbt | Analytics, Amazon Athena, AWS Glue, Amazon QuickSight | | [AWS Security Check using Amazon Q Developer CLI](build/security-check.md) | Assess and strengthen AWS account security with Amazon Q Developer CLI | Security, Amazon Q Developer CLI | | [Build zero-ETL Integrations](build/zero-etl.md) | Examples illustrating how to build zero-ETL integrations | Analytics, Amazon RDS, Amazon Redshift | | [Build AI Agent](build/strands-agent.md) | Examples illustrating how to build AI agents with Strands | GenAI, Amazon Bedrock, Strands Agents | | [Implement Observability on AWS](build/observability-on-aws.md) | Guide for implementing observability on AWS | Operation, Amazon CloudWatch, AWS X-Ray, Amazon Bedrock | | [Build MCP Server and Client](build/mcp.md) | Sample solution for building an MCP server and client on AWS | GenAI, MCP, Amazon Bedrock | | [Build Data Analytics using Amazon DMS](build/cdc-data-pipeline.md) | Sample architecture for building data analytics using Amazon DMS | Analytics, Amazon DMS, Amazon OpenSearch Service | | [RAG with Amazon Bedrock Knowledge Bases](build/rag-with-kb.md) | Sample architecture to build a RAG chatbot using Amazon Bedrock Knowledge Bases | GenAI, RAG, Amazon Bedrock | | [Create Web Analytics (Iceberg on AWS)](build/create-web-analytics.md) | Collect web logs with API Gateway and store them in S3 through Amazon Kinesis | Analytics, AWS Amplify, Amazon API Gateway, Amazon S3, Amazon Kinesis, Apache Iceberg | | [Host Gen AI-powered RFP Assistant](build/rfp-assistant.md) | Code and infrastructure for a Generative AI–powered Request for Proposal (RFP) assistant using Amazon Bedrock and AWS CDK | GenAI, Amazon Bedrock, AWS CDK, RFP | ## Sign-in required These Build solutions exist on the live site but their detail pages require an AWS Activate sign-in. Tell the customer: "_There's a Build sample that might be useful — please sign in to view it._" Point them at the live URL below. | Solution | Summary | Keywords | | ------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------- | | [Build Gen AI Application with MongoDB (Partner Solution)](https://aws.amazon.com/startups/build/building-generative-ai-application-with-mongodb-atlas) | Reference architecture for a production-ready Generative AI application using MongoDB Atlas, Amazon Bedrock, LangChain, and Streamlit | GenAI, Amazon Bedrock, MongoDB Atlas, LangChain, Streamlit | | [Build with Amazon Bedrock (AWS Solution)](https://aws.amazon.com/startups/build/bedrock) | Hands-on experience with foundation models — composing emails, summarizing text, answering questions, building chatbots, creating images, and generating code | GenAI, Amazon Bedrock, LangChain, FAISS | | [Build Generative AI Application](https://aws.amazon.com/startups/build/generative-ai) | Examples illustrating how to create your own Gen AI solutions | GenAI, Generative AI | | [Create Internal Microservices](https://aws.amazon.com/startups/build/create-internal-microservices) | Sample solutions to build applications using microservice patterns | Microservices | | [Event-Driven Applications](https://aws.amazon.com/startups/build/event-driven-workflow) | Sample solutions to build event-driven, serverless applications | Serverless, Event-Driven | | [Build Automation with Machine Learning](https://aws.amazon.com/startups/build/drive-automation-with-ml) | Examples illustrating how to build automated machine learning solutions using AWS AI services | Machine Learning | | [Analyze Data via a Data Lake](https://aws.amazon.com/startups/build/analyze-data-via-a-data-lake) | Sample solution for deploying a data lake infrastructure on AWS using CDK Pipelines | Data Lake, AWS CDK | | [Semantic Search on AWS](https://aws.amazon.com/startups/build/semantic-search-on-aws) | Set up AWS infrastructure to perform semantic search and question answering on documents with ML | Machine Learning, Semantic Search |