{"id":48026250,"url":"https://github.com/binbashar/le-genai-agents-bedrock-workshop","last_synced_at":"2026-04-04T13:50:34.336Z","repository":{"id":292059857,"uuid":"979691357","full_name":"binbashar/le-genai-agents-bedrock-workshop","owner":"binbashar","description":"AWS Bedrock Agents Workshop","archived":false,"fork":false,"pushed_at":"2026-03-10T18:46:23.000Z","size":2317,"stargazers_count":5,"open_issues_count":9,"forks_count":2,"subscribers_count":10,"default_branch":"master","last_synced_at":"2026-03-11T00:29:18.181Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/binbashar.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-05-07T23:16:26.000Z","updated_at":"2025-11-11T19:18:56.000Z","dependencies_parsed_at":"2025-05-08T00:38:48.861Z","dependency_job_id":null,"html_url":"https://github.com/binbashar/le-genai-agents-bedrock-workshop","commit_stats":null,"previous_names":["binbashar/le-genai-agents-bedrock-workshop"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/binbashar/le-genai-agents-bedrock-workshop","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/binbashar%2Fle-genai-agents-bedrock-workshop","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/binbashar%2Fle-genai-agents-bedrock-workshop/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/binbashar%2Fle-genai-agents-bedrock-workshop/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/binbashar%2Fle-genai-agents-bedrock-workshop/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/binbashar","download_url":"https://codeload.github.com/binbashar/le-genai-agents-bedrock-workshop/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/binbashar%2Fle-genai-agents-bedrock-workshop/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31402276,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-04T10:20:44.708Z","status":"ssl_error","status_checked_at":"2026-04-04T10:20:06.846Z","response_time":60,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-04-04T13:50:33.638Z","updated_at":"2026-04-04T13:50:34.327Z","avatar_url":"https://github.com/binbashar.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Binbash Generative AI Developer Workshop\n\n## Introduction\n\nThis workshop provides a CDK scaffolding for rapid prototyping of AI-powered applications using Amazon Bedrock Knowledge Bases and Agents. \nThe full-stack template includes pre-built infrastructure, sample implementations, and customizable components that you can use to quickly build and validate your own AI solutions.\n\n### Purpose\n\n- Accelerate development with production-ready infrastructure templates\n- Enable quick proof-of-concept development for custom use cases\n- Demonstrate best practices for integrating Amazon Bedrock services\n\nYou can use this template as a foundation and modify components, prompts, and integrations to match your specific requirements.\n\n## Prerequisites\n\n### Required AWS Setup\n- [ ] AWS Account with administrative access\n- [ ] Amazon Bedrock Model access:\n   - Claude (Sonnet 3, 3.5) for Bedrock Agent\n   - Titan Embeddings v2 for Knowledge Base\n   - Nova Lite for Chat Summary (Optional)\n- [ ] CDK bootstrapped in your target region and aws account(Recommended region: `us-west-2`)\n  ```bash\n  cdk bootstrap aws://ACCOUNT-NUMBER/REGION --profile your_aws_account_profile\n  ```\n  - If you use a different region, ensure [the AWS services](packages/cdk_infra/README.md) and [foundation models required for this project](./README.md/#required-aws-setup) are supported in your chosen region.\n  - Using a different region will require changing region settings in some subsequent steps. Guidance for these changes will be provided later in the instructions.\n\n### Development Environment\n\n| Tool              | Version  | Installation Guide                                                                                                    | Note                                                                                         |\n|-------------------|----------|-----------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------|\n| AWS CLI           | Latest   | [Download](https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html)                             |                                                                                              |\n| AWS CDK           | Latest   | [Github](https://github.com/aws/aws-cdk?tab=readme-ov-file#at-a-glance)                                               |                                                                                              |\n| Docker            | -        | [Download](https://www.docker.com/products/docker-desktop/)                                                           | Alternative: [Rancher Desktop](https://docs.rancherdesktop.io/getting-started/installation/) |\n| Node.js           | ≥20.18.1 | [Download](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm)                                         |                                                                                              |\n| PNPM              | 9.15.0   | [Download](https://pnpm.io/)                                                                                          | Package Manager                                                                              |\n| Python            | ≥3.12    | [Download](https://www.python.org/downloads/)                                                                         | For OpenAPI schema                                                                           |\n| GraphViz          | -        | [Download](https://graphviz.org/download/)                                                                            | For CDK diagrams                                                                             |\n| API Testing Tools | -        | Any REST API testing tool such as [Postman](https://www.postman.com/downloads/) or [Bruno](https://www.usebruno.com/) | For API test                                                                                 |\n\n\nVerify your environment:\n\n```bash\naws --version\ncdk --version\ndocker --version\nnode --version\npnpm --version\n```\n\n## Repository Structure\n\nThis is a monorepo managed with [PNPM Workspaces](https://pnpm.io/workspaces), containing multiple related projects in a single repository.\n\n```directory\nbedrock-agent-knowledge-base-actions-workshop    \n├── document/              # Documentation and reference materials\n├── packages/          \n│   ├── cdk_infra/         # Backend infrastructure (AWS CDK)\n│   └── reactjs_ui/        # Frontend application (React)\n└── pnpm-lock.yaml         # Dependencies lock file\n\n```\n\n## Project Components\n\n### Frontend (`reactjs_ui`)\nDemonstration-purpose React application showing how to integrate Bedrock Agent with Cognito authentication.\n\u003e Note: This is a reference implementation for demonstration only, not intended for production use.\n\n- [View Details](packages/reactjs_ui/README.md)\n\n### Backend (`cdk_infra`)\nAWS CDK infrastructure implementing three use cases: Chatbot, Text2SQL. Each use case has its own dedicated resources and infrastructure:\n\n- **Chatbot**: AI-powered chatbot with knowledge base integration\n- **Text2SQL**: Natural language to SQL conversion using Bedrock Agent\n\n- [View Details](packages/cdk_infra/README.md)\n\n## Getting Started\n\n1. Review the [Backend Implementation](packages/cdk_infra/README.md) and select your use case:\n   - Chatbot for conversational AI\n   - Text2SQL for natural language database queries\n2. Follow the [Deployment Guide](DEPLOYMENT.md) for step-by-step instructions.\n3. Customize your solution using the [Customization Guide](docs/CUSTOMIZATION.md).\n4. Test your deployment with the [API Testing Guide](docs/API_TESTING.md).\n5. When you're done, follow the [Cleanup Guide](docs/CLEANUP.md).\n\n\u003e Note: We recommend keeping the deployed resources for future reference and experimentation. Only proceed with cleanup when you're certain you no longer need these resources.\n\n## Support\n\nIf you encounter any issues or have questions, please check our [FAQ](docs/FAQ.md).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbinbashar%2Fle-genai-agents-bedrock-workshop","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbinbashar%2Fle-genai-agents-bedrock-workshop","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbinbashar%2Fle-genai-agents-bedrock-workshop/lists"}