AI Engineer · Open Source · RAG Systems · Agentic Workflows · Multimodal AI · Strands Agents · Amazon AgentCore · LangChain · Python · Serverless
| Project | Description | Stars |
|---|---|---|
| 📱 whatsapp-ai-agent-sample-for-aws-agentcore | Multichannel AI agent for WhatsApp & Instagram on Amazon AgentCore — text, images, audio, video & documents with unified cross-channel memory |  |
| 🕶️ ray-ban-ai-agent-bedrock | AI agent for Ray-Ban Meta smart glasses — voice, vision, and real-time interaction |  |
| Six progressive demos to detect, prevent, and self-correct AI agent hallucinations — from Graph-RAG to production on AWS |  |
|
| 🔧 sample-getting-started-with-amazon-agentcore | Build, deploy, and run AI agents into production with Amazon AgentCore |  |
| 🧵 sample-getting-started-with-strands-agents-course | Hands-on course to build production-ready AI agents with the Strands Agents framework |  |
| 🧠 strands-agent-samples | Samples for building multimodal AI agents that process images, documents, and videos |  |
| 🎓 sample-multimodal-agent-tutorial | Tutorial for building multimodal AI agents that process text, images, and audio |  |
| 💬 building-gen-ai-whatsapp-assistant-with-amazon-bedrock-and-python | Multi-modal WhatsApp bot with voice, images, videos & documents — built with Python and serverless |  |
| ⚛️ building-reactjs-gen-ai-apps-with-amazon-bedrock-javascript-sdk | Build GenAI apps with ReactJS and JavaScript — serverless, scalable, production-ready |  |
| 🤖 rag-postgresql-agent-bedrock | RAG agent using PostgreSQL as vector store — retrieval-augmented generation in practice |  |
| 🔍 langchain-embeddings | Multimodal semantic search using embeddings and LangChain |  |
| 🧪 aws-aiml-demo | Hands-on AI/ML demos covering computer vision, NLP, and generative AI |  |
| 🎌 aws-recomendador-anime | ML-powered recommendation system — personalization at scale with collaborative filtering |  |
| 🎪 event-resources-website | Website for sharing event resources, presentations, and materials |  |
⭐ If my work helps you build something awesome, don't forget to star the repos!
Keywords: AI agents · open source AI · RAG · retrieval-augmented generation · Graph-RAG · agentic workflows · multimodal AI agents · Strands Agents · Amazon AgentCore · Amazon Bedrock · LangChain · embeddings · vector store · PostgreSQL · Neo4j · WhatsApp AI agent · WhatsApp bot · Instagram AI agent · multichannel AI agent · serverless · Python · ReactJS · AWS CDK · generative AI · AI hallucination detection · agent self-correction · neurosymbolic guardrails · how to build AI agents · multimodal agent tutorial · cross-channel AI memory · open source projects