cloudwego · dajiaohuang · Aug 24, 2026
diff --git a/README.md b/README.md
@@ -31,7 +31,7 @@ For more details about component implementations, please refer to the [Eino ecos
 
 If you discover a potential security issue in this project, or think you may
 have discovered a security issue, we ask that you notify Bytedance Security via
-our [security center](https://security.bytedance.com/src) or [vulnerability reporting email](sec@bytedance.com).
+our [security center](https://security.bytedance.com/src) or [vulnerability reporting email](mailto:sec@bytedance.com).
 
 Please do **not** create a public GitHub issue.
 

diff --git a/README.zh_CN.md b/README.zh_CN.md
@@ -30,7 +30,7 @@ EinoExt 项目为 [Eino](https://github.com/cloudwego/eino) 框架提供了各
 
 ## 安全
 
-如果你在该项目中发现潜在的安全问题，或你认为可能发现了安全问题，请通过我们的[安全中心](https://security.bytedance.com/src)或[漏洞报告邮箱](sec@bytedance.com)通知字节跳动安全团队。
+如果你在该项目中发现潜在的安全问题，或你认为可能发现了安全问题，请通过我们的[安全中心](https://security.bytedance.com/src)或[漏洞报告邮箱](mailto:sec@bytedance.com)通知字节跳动安全团队。
 
 请**不要**创建公开的 GitHub Issue。
 

diff --git a/adk/backend/agentkit/README.md b/adk/backend/agentkit/README.md
@@ -201,4 +201,4 @@ A: Default is 30 minutes (1800 seconds). Configure with `SessionTTL` (range: 60-
 
 ## License
 
-Licensed under the Apache License, Version 2.0. See the [LICENSE](../../LICENSE) file for details.
+Licensed under the Apache License, Version 2.0. See the [LICENSE](../../../LICENSE) file for details.
diff --git a/adk/backend/agentkit/README_zh.md b/adk/backend/agentkit/README_zh.md
@@ -189,4 +189,4 @@ export VOLC_TOOL_ID="your_tool_id"
 
 ## 许可证
 
-根据 Apache License 2.0 许可。有关详细信息，请参阅 [LICENSE](../../LICENSE) 文件。
+根据 Apache License 2.0 许可。有关详细信息，请参阅 [LICENSE](../../../LICENSE) 文件。
diff --git a/adk/backend/local/README.md b/adk/backend/local/README.md
@@ -181,4 +181,4 @@ A: Yes, but ensure proper input validation, command validation, and appropriate
 
 ## License
 
-Licensed under the Apache License, Version 2.0. See the [LICENSE](../../LICENSE) file for details.
+Licensed under the Apache License, Version 2.0. See the [LICENSE](../../../LICENSE) file for details.
diff --git a/adk/backend/local/README_zh.md b/adk/backend/local/README_zh.md
@@ -177,4 +177,4 @@ backend, _ := local.NewBackend(ctx, &local.Config{
 
 ## 许可证
 
-根据 Apache License 2.0 许可。有关详细信息，请参阅 [LICENSE](../../LICENSE) 文件。
+根据 Apache License 2.0 许可。有关详细信息，请参阅 [LICENSE](../../../LICENSE) 文件。
diff --git a/components/model/openai/README.md b/components/model/openai/README.md
@@ -204,7 +204,6 @@ See the following examples for more usage:
 - [Intent & Tool Calling](./examples/intent_tool/)
 - [Streaming Response](./examples/stream/)
 - [Structured Output](./examples/structured/)
-- [Timeout Handling](./examples/timeout/)
 
 
 

diff --git a/components/model/openai/README_zh.md b/components/model/openai/README_zh.md
@@ -204,7 +204,6 @@ Audio *Audio `json:"audio,omitempty"`
 - [意图识别与工具调用](./examples/intent_tool/)
 - [流式响应](./examples/stream/)
 - [结构化输出](./examples/structured/)
-- [超时处理](./examples/timeout/)
 
 
 

diff --git a/components/retriever/opensearch2/README.md b/components/retriever/opensearch2/README.md
@@ -138,7 +138,6 @@ type RetrieverConfig struct {
 
 - [Approximate Search Example](./examples/approximate)
 - [Dense Vector Similarity Example](./examples/dense_vector_similarity)
-- [KNN Search Example](./examples/knn)
 - [Neural Sparse Search Example](./examples/neural_sparse)
 
 ## For More Details

diff --git a/components/retriever/opensearch2/README_zh.md b/components/retriever/opensearch2/README_zh.md
@@ -138,7 +138,6 @@ type RetrieverConfig struct {
 
 - [近似搜索示例](./examples/approximate)
 - [稠密向量相似度示例](./examples/dense_vector_similarity)
-- [KNN 搜索示例](./examples/knn)
 - [Neural Sparse 搜索示例](./examples/neural_sparse)
 
 ## 更多详情

diff --git a/devops/README.md b/devops/README.md
@@ -10,7 +10,7 @@ EinoExt/Devops project provides visual debugging capabilities for [Eino](https:/
 
 If you discover a potential security issue in this project, or think you may
 have discovered a security issue, we ask that you notify Bytedance Security via
-our [security center](https://security.bytedance.com/src) or [vulnerability reporting email](sec@bytedance.com).
+our [security center](https://security.bytedance.com/src) or [vulnerability reporting email](mailto:sec@bytedance.com).
 
 Please do **not** create a public GitHub issue.
 

diff --git a/devops/README.zh_CN.md b/devops/README.zh_CN.md
@@ -7,7 +7,7 @@ EinoExt/Devops 项目为 [Eino](https://github.com/cloudwego/eino) 提供可视
 
 ## 安全
 
-如果你在该项目中发现潜在的安全问题，或你认为可能发现了安全问题，请通过我们的[安全中心](https://security.bytedance.com/src)或[漏洞报告邮箱](sec@bytedance.com)通知字节跳动安全团队。
+如果你在该项目中发现潜在的安全问题，或你认为可能发现了安全问题，请通过我们的[安全中心](https://security.bytedance.com/src)或[漏洞报告邮箱](mailto:sec@bytedance.com)通知字节跳动安全团队。
 
 请**不要**创建公开的 GitHub Issue。
 

diff --git a/libs/acl/langfuse/README.md b/libs/acl/langfuse/README.md
@@ -6,7 +6,7 @@ English | [简体中文](README_zh.md)
 
 This is a low-level Langfuse API client library for Go. It provides direct access to the Langfuse API for creating traces, spans, generations, and events. This library is used internally by the higher-level `callbacks/langfuse` package.
 
-**Note**: For most use cases with Eino, you should use the [callbacks/langfuse](../../callbacks/langfuse) package instead, which provides a simpler interface integrated with Eino's callback system.
+**Note**: For most use cases with Eino, you should use the [callbacks/langfuse](../../../callbacks/langfuse) package instead, which provides a simpler interface integrated with Eino's callback system.
 
 ## Features
 
@@ -245,7 +245,7 @@ This library is typically used:
 2. **Direct Integration**: When you need fine-grained control over Langfuse API calls
 3. **Custom Solutions**: When building custom observability solutions
 
-For most Eino integrations, use [callbacks/langfuse](../../callbacks/langfuse) instead.
+For most Eino integrations, use [callbacks/langfuse](../../../callbacks/langfuse) instead.
 
 ## License
 

diff --git a/libs/acl/langfuse/README_zh.md b/libs/acl/langfuse/README_zh.md
@@ -6,7 +6,7 @@
 
 这是一个用于 Go 的低级 Langfuse API 客户端库。它提供对 Langfuse API 的直接访问，用于创建跟踪、跨度、生成和事件。此库由更高级别的 `callbacks/langfuse` 包内部使用。
 
-**注意**：对于大多数 Eino 用例，您应该使用 [callbacks/langfuse](../../callbacks/langfuse) 包，它提供了与 Eino 回调系统集成的更简单接口。
+**注意**：对于大多数 Eino 用例，您应该使用 [callbacks/langfuse](../../../callbacks/langfuse) 包，它提供了与 Eino 回调系统集成的更简单接口。
 
 ## 特性
 
@@ -245,7 +245,7 @@ client.Flush()
 2. **直接集成**：当您需要对 Langfuse API 调用进行细粒度控制时
 3. **自定义解决方案**：构建自定义可观测性解决方案时
 
-对于大多数 Eino 集成，请改用 [callbacks/langfuse](../../callbacks/langfuse)。
+对于大多数 Eino 集成，请改用 [callbacks/langfuse](../../../callbacks/langfuse)。
 
 ## 许可证
 

diff --git a/libs/acl/openai/README.md b/libs/acl/openai/README.md
@@ -278,8 +278,8 @@ This library is typically used:
 3. **Custom Solutions**: When building custom LLM integrations
 
 For most Eino integrations, use the higher-level component packages instead:
-- [components/model/openai](../../components/model/openai) for chat models
-- [components/embedding/openai](../../components/embedding/openai) for embeddings
+- [components/model/openai](../../../components/model/openai) for chat models
+- [components/embedding/openai](../../../components/embedding/openai) for embeddings
 
 ## License
 

diff --git a/libs/acl/openai/README_zh.md b/libs/acl/openai/README_zh.md
@@ -278,8 +278,8 @@ openai.WithStreamOptions(&openai.StreamOptions{
 3. **自定义解决方案**：构建自定义 LLM 集成时
 
 对于大多数 Eino 集成，请改用更高级别的组件包：
-- [components/model/openai](../../components/model/openai) 用于聊天模型
-- [components/embedding/openai](../../components/embedding/openai) 用于嵌入
+- [components/model/openai](../../../components/model/openai) 用于聊天模型
+- [components/embedding/openai](../../../components/embedding/openai) 用于嵌入
 
 ## 许可证
Original file line number	Diff line number	Diff line change
Expand Up		@@ -201,4 +201,4 @@ A: Default is 30 minutes (1800 seconds). Configure with `SessionTTL` (range: 60-

		## License

		Licensed under the Apache License, Version 2.0. See the [LICENSE](../../LICENSE) file for details.
		Licensed under the Apache License, Version 2.0. See the [LICENSE](../../../LICENSE) file for details.
Original file line number	Diff line number	Diff line change
Expand Up		@@ -189,4 +189,4 @@ export VOLC_TOOL_ID="your_tool_id"

		## 许可证

		根据 Apache License 2.0 许可。有关详细信息，请参阅 [LICENSE](../../LICENSE) 文件。
		根据 Apache License 2.0 许可。有关详细信息，请参阅 [LICENSE](../../../LICENSE) 文件。
Original file line number	Diff line number	Diff line change
Expand Up		@@ -181,4 +181,4 @@ A: Yes, but ensure proper input validation, command validation, and appropriate

		## License

		Licensed under the Apache License, Version 2.0. See the [LICENSE](../../LICENSE) file for details.
		Licensed under the Apache License, Version 2.0. See the [LICENSE](../../../LICENSE) file for details.
Original file line number	Diff line number	Diff line change
Expand Up		@@ -177,4 +177,4 @@ backend, _ := local.NewBackend(ctx, &local.Config{

		## 许可证

		根据 Apache License 2.0 许可。有关详细信息，请参阅 [LICENSE](../../LICENSE) 文件。
		根据 Apache License 2.0 许可。有关详细信息，请参阅 [LICENSE](../../../LICENSE) 文件。