Examples
Check out examples in the examples directory.
| Example | Core Architecture | Implementation | Key Tools | Use Case / Features |
|---|---|---|---|---|
research |
Manual Multi-Agent Orchestration | Orchestrates 3 independent SimpleAgents in code to create a "Plan-and-Execute" workflow. |
SearchToolkit |
Demonstrates building a complex workflow from scratch using basic SimpleAgent blocks. |
wide_research |
"Agent-as-Tool" Pattern | A single SimpleAgent makes decisions and calls a custom tool that encapsulates parallel sub-agents. |
SearchToolkit |
Shows how to encapsulate parallelism and complex logic within a tool, simplifying the main agent's logic. |
paper_collector |
Standard OrchestraAgent | Configuration-driven; uses few-shot examples (planner_examples_data.json) to guide the Planner. |
DocumentToolkit, SearchToolkit |
A standard, "out-of-the-box" application of OrchestraAgent for multi-step document analysis. |
file_manager |
SimpleAgent + UI | A configuration-driven SimpleAgent wrapped in an interactive Gradio web UI. |
BashToolkit |
A practical example of an agent interacting with the local file system, with a focus on UI and safety. |
data_analysis |
Customized OrchestraAgent | Extends OrchestraAgent's core components: 1. DAPlannerAgent: Proactively inspects data schema before planning. 2. Reporter: Uses a custom template to generate a rich HTML report. |
TabularDataToolkit |
An advanced OrchestraAgent use case, showing deep customization for a complex, domain-specific problem. |