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zachary62 2025-03-01 01:16:55 -05:00
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---
layout: default
title: "Essay"
parent: "Apps"
nav_order: 2
---
# Summarization + QA agent for Paul Graham Essay
```python

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---
layout: default
title: "Design Guidance"
title: "Development Playbook"
parent: "Apps"
nav_order: 1
---
# LLM System Design Guidance
# LLM Application Development Playbook
## System Design Steps
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- **Prompt Engineering**: Use clear, specific instructions with examples to reduce ambiguity.
- **In-Context Learning**: Provide robust examples for tasks that are difficult to specify with instructions alone.
- > **Youll likely iterate repeatedly!** Expect to repeat Steps 36 hundreds of times.
- > **Youll likely iterate a lot!** Expect to repeat Steps 36 hundreds of times.
>
> <div align="center"><img src="https://github.com/the-pocket/PocketFlow/raw/main/assets/success.png?raw=true" width="400"/></div>
{: .best-practice }

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- [(Advanced) Multi-Agents](./multi_agent.md)
- Evaluation
## Example LLM Apps
[LLM System Design Guidance](./guide.md)
- [Summarization + QA agent for Paul Graham Essay](./essay.md)
- More coming soon...
## [LLM Application Development Playbook](./guide.md)