chore(eino): sync en docs for ecosystem

Author: shentongmartin

content/en/docs/eino/ecosystem_integration/callbacks/callback_cozeloop.md

@@ -1,54 +1,54 @@
 ---
 Description: ""
-date: "2025-03-04"
+date: "2025-12-11"
 lastmod: ""
 tags: []
 title: Callback - CozeLoop
 weight: 0
 ---
 
-# CozeLoop Callback
+# **CozeLoop Callback**
 
 This is a Trace callback implementation for [CozeLoop](https://github.com/cloudwego/eino). It implements the `Handler` interface and integrates seamlessly with Eino applications to provide enhanced observability.
 
-## Features
+## **Features**
 
 - Implements `github.com/cloudwego/eino/internel/callbacks.Handler` interface
 - Easy integration with Eino applications
 
-## Installation
+## **Installation**
 
 ```bash
 go get github.com/cloudwego/eino-ext/callbacks/cozeloop
 ```
 
-## Quick Start
+## **Quick Start**
 
 ```go
 package main
 import (
-    "context"
-    "log"
+        "context"
+        "log"
 
-    ccb "github.com/cloudwego/eino-ext/callbacks/cozeloop"
-    "github.com/cloudwego/eino/callbacks"
-    "github.com/coze-dev/cozeloop-go"
+        ccb "github.com/cloudwego/eino-ext/callbacks/cozeloop"
+        "github.com/cloudwego/eino/callbacks"
+        "github.com/coze-dev/cozeloop-go"
 )
 
 func main() {
-    // Set environment variables
-    // COZELOOP_WORKSPACE_ID=your workspace id
-    // COZELOOP_API_TOKEN=your token
-    client, err := cozeloop.NewClient()
-    if err != nil {
-        panic(err)
-    }
-    defer client.Close(ctx)
-    // Call once during service init
-    handler := ccb.NewLoopHandler(client)
-    callbacks.AppendGlobalHandlers(handler)
+        // Set environment variables
+        // COZELOOP_WORKSPACE_ID=your workspace id
+        // COZELOOP_API_TOKEN=your token
+        client, err := cozeloop.NewClient()
+        if err != nil {
+                panic(err)
+        }
+        defer client.Close(ctx)
+        // Call once during service init
+        handler := ccb.NewLoopHandler(client)
+        callbacks.AppendGlobalHandlers(handler)
 }
 ```
 
-## More Details
+## **More Details**
 - [CozeLoop Docs](https://github.com/coze-dev/cozeloop-go)

content/en/docs/eino/ecosystem_integration/chat_model/_index.md

@@ -1,9 +1,8 @@
 ---
 Description: ""
-date: "2025-02-10"
+date: "2025-07-21"
 lastmod: ""
 tags: []
 title: ChatModel
 weight: 0
 ---
-

content/en/docs/eino/ecosystem_integration/chat_model/chat_model_ark.md

@@ -1234,7 +1234,11 @@ func main() {
 
 ```
 
-## More Information
+### [More Examples](https://github.com/cloudwego/eino-ext/tree/main/components/model/ark/examples)
 
-- [Eino Documentation](https://www.cloudwego.io/en/docs/eino/)
-- [Volcengine Ark Model Documentation](https://www.volcengine.com/docs/82379/1263272)
+## **Related Documentation**
+
+- `Eino: ChatModel Guide` at `/en/docs/eino/core_modules/components/chat_model_guide`
+- `ChatModel - OpenAI` at `/en/docs/eino/ecosystem_integration/chat_model/chat_model_openai`
+- `ChatModel - Ollama` at `/en/docs/eino/ecosystem_integration/chat_model/chat_model_ollama`
+- [Volcengine Official Site](https://www.volcengine.com/product/doubao)

content/en/docs/eino/ecosystem_integration/chat_model/chat_model_arkbot.md

@@ -1,15 +1,15 @@
 ---
 Description: ""
-date: "2025-12-02"
+date: "2025-12-11"
 lastmod: ""
 tags: []
-title: ChatModel - arkbot
+title: ChatModel - ARKBot
 weight: 0
 ---
 
 A Volcengine Ark Bot implementation for [Eino](https://github.com/cloudwego/eino) that implements the `ToolCallingChatModel` interface. This enables seamless integration with Eino's LLM capabilities to enhance natural language processing and generation.
 
-## Features
+## **Features**
 
 - Implements `github.com/cloudwego/eino/components/model.ToolCallingChatModel`
 - Easy integration with Eino's model system
@@ -19,13 +19,13 @@ A Volcengine Ark Bot implementation for [Eino](https://github.com/cloudwego/eino
 - Supports custom response parsing
 - Flexible model configuration
 
-## Installation
+## **Installation**
 
 ```bash
 go get github.com/cloudwego/eino-ext/components/model/arkbot@latest
 ```
 
-## Quick Start
+## **Quick Start**
 
 Here's a quick example of how to use the Ark Bot:
 
@@ -85,7 +85,7 @@ func main() {
 
 ```
 
-## Configuration
+## **Configuration**
 
 You can configure the model using the `arkbot.Config` struct:
 
@@ -175,17 +175,17 @@ type Config struct {
 }
 ```
 
-## Request Options
+## **Request Options**
 
 ```go
 // WithCustomHeader sets custom headers for a single request
 // the headers will override all the headers given in ChatModelConfig.CustomHeader
 func WithCustomHeader(m map[string]string) model.Option {}
 ```
 
-## Examples
+## **Examples**
 
-### Text Generation
+### **Text Generation**
 
 ```go
 
@@ -243,7 +243,7 @@ func main() {
 
 ```
 
-### Streaming Generation
+### **Streaming Generation**
 
 ```go
 
@@ -327,7 +327,7 @@ func main() {
 
 ```
 
-## More Information
+## **More Information**
 
 - [Eino Documentation](https://www.cloudwego.io/en/docs/eino/)
 - [Volcengine Ark Model Documentation](https://www.volcengine.com/docs/82379/1263272)

content/en/docs/eino/ecosystem_integration/chat_model/chat_model_claude.md

@@ -1,6 +1,6 @@
 ---
 Description: ""
-date: "2025-12-02"
+date: "2025-12-11"
 lastmod: ""
 tags: []
 title: ChatModel - claude
@@ -9,7 +9,7 @@ weight: 0
 
 A Claude model implementation for [Eino](https://github.com/cloudwego/eino) that implements the `ToolCallingChatModel` interface. This enables seamless integration with Eino's LLM capabilities to enhance natural language processing and generation.
 
-## Features
+## **Features**
 
 - Implements `github.com/cloudwego/eino/components/model.Model`
 - Easy integration with Eino's model system
@@ -19,13 +19,13 @@ A Claude model implementation for [Eino](https://github.com/cloudwego/eino) that
 - Supports custom response parsing
 - Flexible model configuration
 
-## Installation
+## **Installation**
 
 ```bash
 go get github.com/cloudwego/eino-ext/components/model/claude@latest
 ```
 
-## Quick Start
+## **Quick Start**
 
 Here's a quick example of how to use the Claude model:
 
@@ -107,7 +107,7 @@ func main() {
 
 ```
 
-## Configuration
+## **Configuration**
 
 You can configure the model using the `claude.ChatModelConfig` struct:
 
@@ -190,9 +190,9 @@ type Config struct {
 }
 ```
 
-## Examples
+## **Examples**
 
-### Text Generation
+### **Text Generation**
 
 ```go
 
@@ -273,7 +273,7 @@ func main() {
 
 ```
 
-### Multimodal Support (Image Understanding)
+### **Multimodal Support (Image Understanding)**
 
 ```go
 
@@ -359,7 +359,7 @@ func of[T any](v T) *T {
 
 ```
 
-### Streaming Generation
+### **Streaming Generation**
 
 ```go
 
@@ -460,7 +460,7 @@ func main() {
 
 ```
 
-### Claude Prompt Cache
+### **Claude Prompt Cache**
 
 ```go
 
@@ -696,7 +696,7 @@ func sessionCache() {
 
 ```
 
-### function_call
+### **function_call**
 
 ```go
 
@@ -823,7 +823,11 @@ func main() {
 
 ```
 
-## More Information
+### [More Examples](https://github.com/cloudwego/eino-ext/tree/main/components/model/claude/examples)
 
-- [Eino Documentation](https://www.cloudwego.io/en/docs/eino/)
-- [Claude Documentation](https://docs.claude.com/en/api/messages)
+## **Related Documentation**
+
+- `Eino: ChatModel Guide` at `/en/docs/eino/core_modules/components/chat_model_guide`
+- `Eino: ToolsNode & Tool Guide` at `/en/docs/eino/core_modules/components/tools_node_guide`
+- `ChatModel - ARK` at `/en/docs/eino/ecosystem_integration/chat_model/chat_model_ark`
+- `ChatModel - Ollama` at `/en/docs/eino/ecosystem_integration/chat_model/chat_model_ollama`

content/en/docs/eino/ecosystem_integration/chat_model/chat_model_deepseek.md

@@ -1,6 +1,6 @@
 ---
 Description: ""
-date: "2025-12-02"
+date: "2025-12-11"
 lastmod: ""
 tags: []
 title: ChatModel - deepseek
@@ -9,7 +9,7 @@ weight: 0
 
 A DeepSeek model implementation for [Eino](https://github.com/cloudwego/eino) that implements the `ToolCallingChatModel` interface. This enables seamless integration with Eino's LLM capabilities to enhance natural language processing and generation.
 
-## Features
+## **Features**
 
 - Implements `github.com/cloudwego/eino/components/model.Model`
 - Easy integration with Eino's model system
@@ -19,13 +19,13 @@ A DeepSeek model implementation for [Eino](https://github.com/cloudwego/eino) th
 - Supports custom response parsing
 - Flexible model configuration
 
-## Installation
+## **Installation**
 
 ```bash
 go get github.com/cloudwego/eino-ext/components/model/deepseek@latest
 ```
 
-## Quick Start
+## **Quick Start**
 
 Here's a quick example of how to use the DeepSeek model:
 
@@ -93,7 +93,7 @@ func main() {
 }
 ```
 
-## Configuration
+## **Configuration**
 
 You can configure the model using the `deepseek.ChatModelConfig` struct:
 
@@ -173,9 +173,9 @@ type ChatModelConfig struct {
 
 ```
 
-## Examples
+## **Examples**
 
-### Text Generation
+### **Text Generation**
 
 ```go
 
@@ -244,7 +244,7 @@ func main() {
 
 ```
 
-### Text Generation with Prefix
+### **Text Generation with Prefix**
 
 ```go
 
@@ -300,7 +300,7 @@ func main() {
 
 ```
 
-### Streaming Generation
+### **Streaming Generation**
 
 ```go
 
@@ -374,7 +374,7 @@ func main() {
 
 ```
 
-### Tool Calling
+### **Tool Calling**
 
 ```go
 
@@ -475,7 +475,7 @@ func main() {
 
 ```
 
-## More Information
+## **More Information**
 
 - [Eino Documentation](https://www.cloudwego.io/en/docs/eino/)
 - [DeepSeek Documentation](https://api-docs.deepseek.com/api/create-chat-completion)