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# Building Effective Agents Cookbook
Reference implementation for [Building Effective Agents](https://anthropic.com/research/building-effective-agents) by Erik Schluntz and Barry Zhang.
This repository contains example minimal implementations of common agent workflows discussed in the blog:
- Basic Building Blocks
- Prompt Chaining
- Routing
- Multi-LLM Parallelization
- Advanced Workflows
- Orchestrator-Subagents
- Evaluator-Optimizer
## Getting Started
See the Jupyter notebooks for detailed examples:
- [Basic Workflows](https://github.com/anthropics/claude-cookbooks/blob/main/patterns/agents/basic_workflows.ipynb)
- [Evaluator-Optimizer Workflow](https://github.com/anthropics/claude-cookbooks/blob/main/patterns/agents/evaluator_optimizer.ipynb)
- [Orchestrator-Workers Workflow](https://github.com/anthropics/claude-cookbooks/blob/main/patterns/agents/orchestrator_workers.ipynb)