aws-solutions/generative-ai-application-builder-on-aws
Generative AI Application Builder on AWS facilitates the development, rapid experimentation, and deployment of generative artificial intelligence (AI) applications without requiring deep experience in AI. The solution includes integrations with Amazon Bedrock and its included LLMs, such as Amazon Titan, and pre-built connectors for 3rd-party LLMs.
Provides a web-based dashboard for multi-persona LLM experimentation using nested CloudFormation stacks, enabling admin users to rapidly configure and compare different LLM combinations with production-ready infrastructure including VPC isolation options. Built on LangChain, it supports both Bedrock and SageMaker LLM providers alongside third-party models, with real-time metric tracking via CloudWatch dashboards. Deploys chat interfaces with enterprise data integration and REST/WebSocket APIs for custom implementations, managing configurations through DynamoDB and Lambda-backed automation.
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Language
TypeScript
License
Apache-2.0
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Last pushed
Mar 10, 2026
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