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zachary62
2025-01-02 00:25:37 +00:00
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commit 04261bdade
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docs/structure.md
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@@ -16,9 +16,9 @@ There are several approaches to achieve a structured output:
In practice, **Prompting** is simple and reliable for modern LLMs. In practice, **Prompting** is simple and reliable for modern LLMs.
## Example Use Cases ### Example Use Cases
1. **Extracting Key Information** - Extracting Key Information
```yaml ```yaml
product: product:
@@ -29,7 +29,7 @@ product:
Recommended for advanced users. Recommended for advanced users.
``` ```
2. **Summarizing Documents into Bullet Points** - Summarizing Documents into Bullet Points
```yaml ```yaml
summary: summary:
@@ -38,7 +38,7 @@ summary:
- Suitable for all skill levels. - Suitable for all skill levels.
``` ```
3. **Generating Configuration Files** - Generating Configuration Files
```yaml ```yaml
server: server:
@@ -50,8 +50,8 @@ server:
## Prompt Engineering ## Prompt Engineering
When prompting the LLM to produce **structured** output: When prompting the LLM to produce **structured** output:
1. **Wrap** the structure in code fences (e.g., ```yaml). 1. **Wrap** the structure in code fences (e.g., ` ```yaml`).
2. **Validate** that all required fields exist (and retry if necessary). 2. **Validate** that all required fields exist (and let `Node` handles retry).
### Example Text Summarization ### Example Text Summarization