├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Embeddings-Foundational-LLM-ChatBot ├── CHANGELOG.md ├── CONTRIBUTING.md ├── Dockerfile ├── Dockerfile.model ├── README.md ├── api │ ├── README.md │ ├── build.py │ ├── chat-handler │ │ ├── bot.py │ │ ├── embeddings.py │ │ ├── handlers.py │ │ ├── lambda_function.py │ │ ├── llms.py │ │ ├── model_llm.py │ │ └── prompts.py │ ├── check-status │ │ └── lambda_function.py │ ├── embeddings-handler │ │ ├── lambda_function.py │ │ └── requirements.txt │ ├── error-handler │ │ └── lambda_function.py │ ├── insert-document │ │ └── lambda_function.py │ ├── list-document │ │ └── lambda_function.py │ ├── text-extraction │ │ ├── lambda_function.py │ │ └── requirements.txt │ ├── trigger-pipeline │ │ └── lambda_function.py │ └── vectorization │ │ └── lambda_function.py ├── aws-codeguru-reviewer.yml ├── build.py ├── create-layer.sh ├── create-model.sh ├── create-new-user.sh ├── default_documents │ └── Amazon-Report-vectorstore.pkl.zip ├── deploy.sh ├── deploy │ ├── README.md │ ├── build.py │ ├── cdk.context.json │ ├── cdk.json │ ├── package-lock.json │ ├── package.json │ ├── src │ │ ├── app-stack.ts │ │ ├── app.ts │ │ ├── cdk-nag-suppressions.ts │ │ ├── cf-waf-stack.ts │ │ ├── config │ │ │ ├── git-context.ts │ │ │ └── index.ts │ │ └── constructs │ │ │ ├── CONSTRUCT.template │ │ │ ├── amplify-config-lambda-construct.ts │ │ │ ├── apigatewayv2-cloudfront-construct.ts │ │ │ ├── apigatewayv2-lambda-construct.ts │ │ │ ├── cloudfront-s3-website-construct.ts │ │ │ ├── cognito-web-native-construct.ts │ │ │ ├── guru-contructs │ │ │ └── guru-api-python-contruct.ts │ │ │ ├── s3-bucket-contruct.ts │ │ │ ├── ssm-parameter-reader-construct.ts │ │ │ ├── wafv2-attachments.ts │ │ │ └── wafv2-basic-construct.ts │ └── tsconfig.json ├── ecs_task_definition │ ├── Dockerfile │ ├── lambda_function.py │ └── requirements.txt ├── images │ ├── architecture.png │ ├── home.png │ └── upload.png ├── package-lock.json ├── package.json ├── setup-model.sh ├── tsconfig.json └── web-app │ ├── .env │ ├── .env.development │ ├── .eslintrc.json │ ├── .gitignore │ ├── README.md │ ├── build.py │ ├── package-lock.json │ ├── package.json │ ├── public │ ├── df-bot.png │ ├── favicon.ico │ ├── guru.ico │ ├── guru.svg │ ├── index.html │ ├── manifest.json │ ├── prototyping.png │ ├── robots.txt │ └── user.svg │ ├── src │ ├── App.css │ ├── App.test.tsx │ ├── App.tsx │ ├── components │ │ ├── TopBarNavigation.jsx │ │ └── common-components.jsx │ ├── containers │ │ └── .gitkeep │ ├── index.css │ ├── index.tsx │ ├── logo.svg │ ├── pages │ │ ├── Chat.jsx │ │ ├── Index.jsx │ │ ├── IndexUpload.jsx │ │ ├── Upload.jsx │ │ └── chatUtils.js │ ├── react-app-env.d.ts │ ├── reportWebVitals.ts │ ├── setupTests.ts │ └── store │ │ └── .gitkeep │ └── tsconfig.json ├── Kendra-Foundational-LLM-Chatbot ├── .gitignore ├── Dockerfile ├── README.md ├── api │ ├── access-control-list │ │ ├── get │ │ │ └── lambda_function.py │ │ └── post │ │ │ └── lambda_function.py │ ├── chat-handler │ │ ├── lambda_function.py │ │ ├── llm_factory.py │ │ ├── prompts │ │ │ ├── claude_prompts.py │ │ │ ├── jurassic_prompts.py │ │ │ └── titan_prompts.py │ │ └── prompts_factory.py │ ├── document │ │ ├── capture-doc-info │ │ │ └── post │ │ │ │ └── lambda_function.py │ │ ├── list-docs │ │ │ └── get │ │ │ │ └── lambda_function.py │ │ └── list-folders │ │ │ └── get │ │ │ └── lambda_function.py │ ├── list-docs │ │ └── lambda_function.py │ └── sfn-exec │ │ └── lambda_function.py ├── assets │ ├── KendraBedrockRAG.png │ └── sc5.png ├── aws-codeguru-reviewer.yml ├── build.py ├── create-layer.sh ├── create-new-user.sh ├── deploy.sh ├── deploy │ ├── build.py │ ├── cdk.json │ ├── package-lock.json │ ├── package.json │ ├── src │ │ ├── api-def.ts │ │ ├── app-stack.ts │ │ ├── app.ts │ │ ├── cdk-nag-suppressions.ts │ │ ├── cf-waf-stack.ts │ │ └── constructs │ │ │ ├── CONSTRUCT.template │ │ │ ├── amplify-config-lambda-construct.ts │ │ │ ├── api-python-construct.ts │ │ │ ├── apigatewayv2-cloudfront-construct.ts │ │ │ ├── apigatewayv2-lambda-construct.ts │ │ │ ├── cloudfront-s3-website-construct.ts │ │ │ ├── cognito-web-native-construct.ts │ │ │ ├── kendra-construct.ts │ │ │ ├── opensearch-construct.ts │ │ │ ├── s3-bucket-construct.ts │ │ │ ├── ssm-parameter-reader-construct.ts │ │ │ ├── vpc-construct.ts │ │ │ ├── wafv2-attachments.ts │ │ │ └── wafv2-basic-construct.ts │ └── tsconfig.json ├── lambdas │ ├── kendra_job_mgr │ │ └── update_job_status.py │ ├── kendra_sync │ │ └── start_sync.py │ └── kendra_sync_status │ │ └── check_sync_status.py ├── package-lock.json ├── package.json ├── tsconfig.json └── web-app │ ├── .gitignore │ ├── build.py │ ├── package-lock.json │ ├── package.json │ ├── public │ ├── Amazon_Web_Services_Logo.svg │ ├── aws-blue-icon.svg │ ├── aws-logo.svg │ ├── aws-white-icon.svg │ ├── df-bot.png │ ├── favicon.ico │ ├── index.html │ ├── manifest.json │ ├── prototyping.png │ └── robots.txt │ ├── src │ ├── App.css │ ├── App.test.tsx │ ├── App.tsx │ ├── components │ │ ├── TopBarNavigation.jsx │ │ └── common-components.jsx │ ├── index.css │ ├── index.tsx │ ├── logo.svg │ ├── pages │ │ └── Home │ │ │ ├── Chat.jsx │ │ │ ├── Index.jsx │ │ │ ├── Onboard.jsx │ │ │ └── chatUtils.js │ ├── react-app-env.d.ts │ ├── reportWebVitals.ts │ ├── setupTests.ts │ └── theme.ts │ └── tsconfig.json ├── LICENSE ├── Pharma-Ad-Generator ├── CHANGELOG.md ├── CONTRIBUTING.md ├── Dockerfile ├── README.md ├── api │ ├── README.md │ ├── build.py │ ├── content-generation │ │ ├── config.py │ │ ├── database_helpers.py │ │ ├── image_generation.py │ │ ├── lambda_function.py │ │ ├── resources.py │ │ ├── text_generation.py │ │ └── utils.py │ ├── list-specification │ │ └── list_specifications.py │ └── text-textract │ │ ├── save_results.py │ │ └── trigger_extraction.py ├── aws-codeguru-reviewer.yml ├── build.py ├── create-layer.sh ├── create-new-user.sh ├── deploy.sh ├── deploy │ ├── README.md │ ├── build.py │ ├── cdk.json │ ├── package-lock.json │ ├── package.json │ ├── src │ │ ├── app-stack.ts │ │ ├── app.ts │ │ ├── cdk-nag-suppressions.ts │ │ ├── cf-waf-stack.ts │ │ ├── config │ │ │ ├── git-context.ts │ │ │ └── index.ts │ │ └── constructs │ │ │ ├── CONSTRUCT.template │ │ │ ├── amplify-config-lambda-construct.ts │ │ │ ├── apigatewayv2-cloudfront-construct.ts │ │ │ ├── apigatewayv2-lambda-construct.ts │ │ │ ├── cloudfront-s3-website-construct.ts │ │ │ ├── cognito-web-native-construct.ts │ │ │ ├── s3-bucket-construct.ts │ │ │ ├── ssm-parameter-reader-construct.ts │ │ │ ├── wafv2-attachments.ts │ │ │ └── wafv2-basic-construct.ts │ └── tsconfig.json ├── images │ ├── architecture.png │ ├── configuration.png │ ├── home.png │ ├── results.png │ ├── upload.png │ └── upload_progress.png ├── package-lock.json ├── package.json ├── tsconfig.json └── web-app │ ├── .env │ ├── .gitignore │ ├── README.md │ ├── build.py │ ├── package-lock.json │ ├── package.json │ ├── public │ ├── background.svg │ ├── favicon.ico │ ├── guru_pharma.ico │ ├── guru_pharma.svg │ ├── image.svg │ ├── 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