Real-world agent applications organized by domain.
| Folder |
Description |
finance-assistant-swarm-agent |
Multi-agent swarm system that autonomously generates comprehensive equity research reports with stock analysis, financial metrics, and news sentiment tracking |
genai-powered-financial-advisor-tools |
Wealth advisory tool suite with Streamlit UI for client meeting analysis, portfolio performance tracking, and PDF report generation using MCP and Graph patterns |
personal-finance-assistant |
Three-part workshop teaching Strands agent fundamentals through personal budget analysis and expense tracking |
whatsapp-fintech |
WhatsApp for Business integration with multi-agent architecture handling daily promotions, credit card transactions, and payment scheduling |
| Folder |
Description |
medical-document-processing-assistant |
Clinical document processing agent that extracts diagnoses, medications, and treatments, enriching them with ICD-10, RxNorm, and SNOMED CT medical codes |
| Folder |
Description |
custom-orchestration-airline-assistant |
Airline customer service demonstrating four orchestration patterns (ReAct, REWOO, REWOO-ReAct Hybrid, Reflexion) using GraphBuilder with tau-bench dataset |
| Folder |
Description |
ai-ads-generation-agent-with-crypto-payments |
Autonomous agent that creates complete advertising campaigns and pays for premium services using cryptocurrency and blockchain integration |
startup-advisor-mcp |
Startup advisory swarm agent for market research, competitive analysis, and campaign copywriting using Perplexity MCP server for web search |
| Folder |
Description |
multi-modal-email-assistant-agent |
Multi-modal email assistant with RAG pipeline for document ingestion (audio, video, text) and AI image generation for enterprise communication |
personal-assistant |
Productivity assistant using agents-as-tools pattern with calendar management, coding REPL, and web search via Perplexity MCP |
research-agent |
Self-improving autonomous research agent with hot-reload tool creation, persistent memory, and multi-model support (Bedrock, OpenAI, Ollama) |
scrum-master-assistant |
Agile development assistant that converts meeting notes and sprint planning discussions into structured, actionable JIRA tickets |
| Folder |
Description |
restaurant-assistant |
Restaurant assistant using Amazon Bedrock Knowledge Bases for menu recommendations, table reservations, and customer interaction management |
| Folder |
Description |
amazon-dataprocessing-agent |
Natural language interface for AWS data engineering with Streamlit UI - manage AWS Glue ETL jobs, Athena SQL queries, and EMR clusters via MCP |
aws-assistant-mcp |
AWS cloud resource management assistant using Model Context Protocol (MCP) for infrastructure operations |
aws-audit-assistant |
AWS compliance auditor that checks EC2, S3, IAM, and other resources against security best practices and generates remediation reports |
code-assistant |
Coding companion with Python REPL, shell access, and file editing capabilities for development workflows |
data-warehouse-optimizer |
Multi-agent system for SQLite query optimization with OpenTelemetry observability logging and collaborative agent coordination |
lambda-error-analysis-agent |
Event-driven Lambda error diagnostics using CDK, EventBridge, and Bedrock Knowledge Base RAG for root cause analysis with confidence scoring |
sre-incident-response-agent |
Multi-agent SRE incident response system that detects CloudWatch alarms, performs AI-powered root cause analysis, applies Kubernetes/Helm remediations, and posts Slack incident reports |
Browse by domain to find samples relevant to your use case. Each sample includes setup instructions in its README.