Experiments

All experiments are automatically listed from the _experiments folder

Video Keeper - AI-Powered Video Library with Multimodal Agentic Search via TwelveLabs API

Transform any video collection into an intelligent, searchable library using multi-modal AI and agentic conversation. This solution leverages Strands SDK, Amazon Nova, Anthropic Claude, Twelve Labs models and Amazon Transcribe to retrieve rich insights from videos.

ai-agents video-to-video-search bedrock python demo strands mcp

Tech: Python 3.11+ AWS SDK (boto3) Amazon Bedrock Amazon Nova Amazon OpenSearch Serverless AWS Step Functions Strands Agents SDK Model Context Protocol (MCP) FastAPI React Tailwind CSS TwelveLabs

medium

Video Keeper - AI-Powered Video Library with Multimodal Agentic Search via Amazon Bedrock

Transform any video collection into an intelligent, searchable library using multi-modal AI and agentic conversation. This solution leverages Amazon Bedrock's serverless native TwelveLabs models, Strands SDK, Amazon Nova, Cohere embedding, Anthropic Claude, and Amazon Transcribe to retrieve rich insights from videos.

ai-agents video-to-video-search bedrock bedrock-twelvelabs python demo strands mcp serverless

Tech: Python 3.11+ AWS SDK (boto3) Amazon Bedrock (with TwelveLabs models) Amazon Nova Amazon OpenSearch Serverless AWS Step Functions Strands Agents SDK Model Context Protocol (MCP) FastAPI React Tailwind CSS

medium