Use Cases
Real-world use cases with working code examples — research agents, RAG chatbots, SQL agents, and more.
Deep Research Agent with Sub-Agents
Build a research agent that breaks complex topics into sub-tasks, delegates to specialist sub-agents, searches the web, and synthesizes findings into a structured report.
Text-to-SQL Agent with Memory
Build an agent that converts natural language questions into SQL queries, explores database schemas, and learns from past interactions through persistent filesystem-backed memory.
Content Generation Agent with Image Creation
Build a multi-agent content pipeline that researches topics, writes blog posts following brand guidelines, and generates cover images — all orchestrated by a single agent with sub-agents and custom tools.
RAG Chatbot with Vector Store
Generate a complete RAG chatbot with document ingestion, vector search, and a streaming chat UI — all from a single CLI command using the Full-Stack AI Agent Template.
Automated Code Review Agent
Build an agent that navigates codebases, reads files, searches for patterns with grep/glob, identifies bugs and security issues, and writes detailed review reports — all with built-in filesystem tools and sandboxing.
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