Knowledge2026年4月2日·1 分钟阅读
DocETL — LLM-Powered Document Processing Pipelines
Declarative YAML pipelines for LLM document analysis with map, reduce, and resolve operators. By UC Berkeley. 3.7K+ stars.
TO
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快速使用
先拿来用，再决定要不要深挖
这里应该同时让用户和 Agent 知道第一步该复制什么、安装什么、落到哪里。
```bash
pip install docetl
```
创建管线 YAML 文件，定义 map（逐文档处理）、reduce（聚合分组）等操作：
```yaml
operations:
- name: summarize
type: map
prompt: "用3句话总结这篇论文：{{ input.content }}"
output:
schema:
summary: string
pipeline:
steps:
- name: summarize_papers
input: papers
operations: [summarize]
```
运行：
```bash
docetl run pipeline.yaml
```
---
🙏
来源与感谢
> Created by [UC Berkeley EPIC Lab](https://github.com/ucbepic). Licensed under MIT.
>
> [docetl](https://github.com/ucbepic/docetl) — ⭐ 3,700+
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