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src/content/note/ChainForge简单介绍.md

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+---
+title: ChainForge简单介绍
+date: 2024-05-22
+author: KazooTTT
+type: Post
+status: Published
+tags:
+  - llm
+  - chainforge
+  - 工具
+finished: true
+published: true
+category: AI
+slug: chainforge-intro
+description: >-
+  ChainForge is a visual programming environment designed for prompt
+  engineering, allowing users to evaluate and test prompts for large language
+  models (LLMs). It supports various use cases such as assessing prompt
+  effectiveness, conducting adversarial testing, and evaluating model
+  performance. The platform also facilitates the customization of LLMs through
+  its documentation on adding custom providers. Users can find practical
+  examples and tutorials on the ChainForge website and GitHub repository,
+  including a case study on Twitter and a video demonstrating LLM prompt
+  injection attacks and vulnerability testing. Additionally, ChainForge is
+  working on enhancing its functionality by enabling internal and proxy network
+  environments.
+NotionID-notionnext: 40ec4f8d-2030-4ce1-b8c7-c1c9f56ef55b
+link-notionnext: 'https://kazoottt.notion.site/ChainForge-40ec4f8d20304ce1b8c7c1c9f56ef55b'
+rinId: 8
+toAstro: true
+date_created: 2025-01-04T11:44:53+08:00
+date_modified: 2025-01-22T13:39:19+08:00
+---
+
+# ChainForge 简单介绍
+
+![Pasted image 20240417222811](https://pictures.kazoottt.top/2024/05/20240522-c31876b89dcb822e411af1ef7992eb49.png)
+
+官网：
+
+[ChainForge: A visual programming environment for prompt engineering](https://chainforge.ai/)
+
+github 地址：
+
+[GitHub - ianarawjo/ChainForge: An open-source visual programming environment for battle-testing prompts to LLMs.](https://github.com/ianarawjo/ChainForge)
+
+## 简介
+
+![Pasted image 20240417223400](https://pictures.kazoottt.top/2024/05/20240522-a9e96bff073602718c11943e61bcf758.png)
+
+## 使用场景
+
+评估提示词
+
+攻击性测试
+
+评估模型
+
+评估某项指标
+
+## 实践
+
+![Pasted image 20240417231517](https://pictures.kazoottt.top/2024/05/20240522-5fea389ac9bca4a43c076dc442d374e6.png)
+
+这两个例子单独拿出来讲
+
+## TODO
+
+1. 内部环境运行
+2. 内网环境 proxy [Add Custom Providers - ChainForge Documentation](<https://chainforge.ai/docs/custom_providers/> 提供了自定义 llm
+
+## 参考
+
+使用案例：
+
+[X](https://twitter.com/9hills/status/1772467763165958602)
+
+自动化 Prompts
+
+[\[2402.10949\] The Unreasonable Effectiveness of Eccentric Automatic Prompts](https://arxiv.org/abs/2402.10949)
+
+相关的视频
+
+[LLM Prompt Injection Attacks & Testing Vulnerabilities With ChainForge - YouTube](https://www.youtube.com/watch?v=x1_uEnoxvNs)
+
+使用 ChainForge 进行 LLM 提示注入攻击和漏洞测试