Code samples/notebooks that aim to demo proof a concept in AI/ML or related Generative AI application
Here is a list of available proof of concept:
| Use Case | Industry | Description | Type | Languages |
|---|---|---|---|---|
| Multi-Agent Collaboration System | Cross Industry | Amazon Bedrock Multi-agent customer support Agent system with escalation capability using AWS CDK | CDK Python | Multilanguage |
| SQL Agent with Amazon Bedrock | Cross Industry, Business Insights | Build and deploy a SQL Agent that lets users query databases using natural language instead of writing SQL code. | CDK Python | Multilanguage |
| Whatsapp with Agents for Amazon Bedrock | Cross Industry, Customer Experience | Implement a WhatsApp communication channel using AWS End User Messaging for social integration. Integrate your business logic with Amazon Bedrock Agents for AI-powered interactions. | CDK Python | Multilanguage |
| WhatsApp Integration with Amazon Connect (with voice notes) | Cross Industry, Customer Experience | AWS-powered WhatsApp integration with Amazon Connect enabling seamless customer service chat with voice note transcription capabilities. | CDK Python | Multilanguage |
| Amazon Connect Custom Bot with Bedrock Agent and Human Escalation | Cross Industry, Customer Experience | A custom solution that integrates Amazon Connect with Bedrock AI agents, enabling advanced chatbot interactions and intelligent escalation to human agents, optimizing customer service through sophisticated conversation flows or multi-agent reasoning. | CDK Python | Multilanguage |
| Amazon Nova Samples | Cross Industry, Customer Experience | Amazon Nova family of models samples that cover various use cases (text generation, document processing, content generation, agentic workflows, etc). | Jupyter Notebooks | Multilanguage |
| WardrobeGenAI Demo | Retail, Customer Experience | AI-powered fashion recommendation system using AWS Bedrock and Anthropic Claude for personalized style suggestions. Features real-time image analysis and interactive shopping experience. | React + Node.js | TypeScript |
| Claude 3.7 thinking in multimodal | Cross Industry | This project demonstrates Claude 3.7's real-time reasoning processes with text, images, and documents using AWS Bedrock converse API. The repository includes three Jupyter notebooks and a custom interface for observing how the AI model approaches different tasks. | Python | Multilanguage |
| Amazon Nova Sonic Conversation | A demonstration project showcasing Amazon Bedrock's Nova Sonic model for real-time speech processing and natural voice interactions using bidirectional streaming capabilities. | Python | English |