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zachary62
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{: .important }
> Use LLMs to help with system design and implementation wherever possible.
## Recommended LLM Project Structure:
```
my_project/
├── utils/
│ ├── __init__.py
│ ├── call_llm.py
│ └── search_web.py
├── tests/
│ ├── __init__.py
│ ├── test_flow.py
│ └── test_nodes.py
├── main.py
├── flow.py
├── requirements.txt
└── design.md
```
## System Design Steps:
1. **Understand Requirements**
- Clarify the apps needs and workflow.
- Determine data access (e.g., from files or databases).
- Clarify the apps needs and requirements.
- Determine data access (e.g., from files or databases).
2. **High-Level Flow Design**
- Represent the process as a *Nested Directed Graph*.