diff --git a/BotSharp.sln b/BotSharp.sln
index 69974a1df..8b2d17632 100644
--- a/BotSharp.sln
+++ b/BotSharp.sln
@@ -153,502 +153,768 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Plugin.ImageHandle
EndProject
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Plugin.FuzzySharp", "src\Plugins\BotSharp.Plugin.FuzzySharp\BotSharp.Plugin.FuzzySharp.csproj", "{E7C243B9-E751-B3B4-8F16-95C76CA90D31}"
EndProject
+Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "src", "src", "{827E0CD3-B72D-47B6-A68D-7590B98EB39B}"
+EndProject
+Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Plugins", "Plugins", "{58D3A2C3-F96F-5E57-2C6B-ECE59D6A18FC}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Plugin.LangGraph", "src\Plugins\BotSharp.Plugin.LangGraph\BotSharp.Plugin.LangGraph.csproj", "{9EA916B7-650F-4EB8-AA98-00CF26019750}"
+EndProject
+Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Infrastructure", "Infrastructure", "{9048EB7F-3875-A59E-E36B-5BD4C6F2A282}"
+EndProject
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@@ -723,6 +989,9 @@ Global
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+ {9048EB7F-3875-A59E-E36B-5BD4C6F2A282} = {827E0CD3-B72D-47B6-A68D-7590B98EB39B}
EndGlobalSection
GlobalSection(ExtensibilityGlobals) = postSolution
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diff --git a/QUICKSTART.md b/QUICKSTART.md
new file mode 100644
index 000000000..d2c531fba
--- /dev/null
+++ b/QUICKSTART.md
@@ -0,0 +1,182 @@
+# BotSharp 与 LangGraph 集成快速入门
+
+## 概述
+
+BotSharp 与 LangGraph 的集成跨越了语言边界（C# 到 Python）。LangGraph 的核心价值在于其状态管理和循环推理，因此集成的关键在于**状态映射（State Mapping）**和**持久化（Persistence）**。
+
+## 5.1 通信协议规范：LangServe REST API
+
+LangServe 提供了一套标准化的 REST API。
+
+### API 端点
+
+- `/invoke`: 同步调用，等待结果。
+- `/stream`: 流式返回，适合长文本生成。
+- `/batch`: 批量处理。
+
+### 输入 Schema
+
+LangServe 会根据定义的 Python Runnables 自动生成 OpenAPI 文档。通常输入格式为：
+
+```json
+{
+ "input": {
+ "messages": [...]
+ }
+}
+```
+
+### 状态控制（State Control）
+
+这是集成的核心。LangGraph 使用 `thread_id` 来隔离不同用户的会话状态。
+
+## 5.2 状态管理策略：会话 ID 映射
+
+BotSharp 拥有自己的 `ConversationId`。为了让 LangGraph 能够"记住"之前的交互，BotSharp 必须将自身的 `ConversationId` 传递给 LangGraph。
+
+### 映射逻辑
+
+BotSharp 在调用 LangServe 时，必须在请求体的 `config` 字段中注入 `configurable` 字典。
+
+### 请求 Payload 示例（BotSharp -> LangServe）
+
+```json
+{
+ "input": {
+ "messages": [
+ { "type": "human", "content": "分析这份财务报表的数据趋势" }
+ ]
+ },
+ "config": {
+ "configurable": {
+ "thread_id": "botsharp_conversation_Guid_Value"
+ }
+ }
+}
+```
+
+### 深度洞察
+
+通过这种 1:1 的 ID 映射，LangGraph 的 checkpointer（如 Postgres 或 Redis）实际上成为了 BotSharp 的"外挂海马体"。即使用户在 BotSharp 中切换了 Agent，只要再次切回 LangGraph Agent 并带上相同的 ID，LangGraph 就能无缝恢复之前的推理上下文。
+
+## 5.3 序列图：BotSharp 调用 LangGraph（含状态持久化）
+
+```mermaid
+sequenceDiagram
+ participant Router as BotSharp Router
+ participant Plugin as LangGraph Plugin
+ participant LangServe as LangServe API (Python)
+ participant Graph as LangGraph Runtime
+ participant DB as Postgres (Checkpointer)
+
+ Router->>Plugin: 调用 "ResearchAgent" (Input: "分析市场趋势")
+
+ Note right of Plugin: 提取 ConversationId
+
+ Plugin->>LangServe: POST /research-agent/stream
+ Note right of Plugin: Header: Traceparent (OpenTelemetry)
+ Note right of Plugin: Body: { "input": {...}, "config": { "configurable": { "thread_id": "conv_abc123" } } }
+
+ LangServe->>Graph: 初始化图执行
+ Graph->>DB: 根据 thread_id 加载 Checkpoint
+ DB-->>Graph: 返回历史状态 (State Snapshot)
+
+ Graph->>Graph: 执行节点 (Nodes & Edges)
+ Note over Graph: 循环推理...
+
+ Graph->>DB: 保存新状态 Checkpoint
+ Graph->>LangServe: 产生输出块 (Chunks)
+
+ LangServe-->>Plugin: SSE Stream (Server-Sent Events)
+ Plugin-->>Router: 实时推送 / 聚合完整文本
+```
+
+## 5.4 处理"人机回环"（Human-in-the-loop）
+
+LangGraph 支持 `interrupt`（中断）机制，用于请求人类确认。
+
+### 中断处理流程
+
+1. **检测中断**：如果 LangServe 返回的状态为 `interrupted` 或包含 `__interrupt__` 字段，BotSharp 插件必须捕获此状态。
+
+2. **挂起会话**：BotSharp 暂停当前流，向用户发送请求确认的消息（例如："LangGraph需要您批准执行下一步操作，是否继续？"）。
+
+3. **恢复执行**：当用户回复"是"时，BotSharp 再次向 LangServe 发送请求，这次使用 Command 模式或更新状态来恢复（Resume）执行，依然携带相同的 `thread_id`。
+
+### 中断处理示例
+
+```json
+{
+ "status": "interrupted",
+ "__interrupt__": {
+ "type": "approval_required",
+ "message": "需要确认执行下一步操作"
+ }
+}
+```
+
+恢复执行时的请求：
+
+```json
+{
+ "input": {
+ "messages": [
+ { "type": "human", "content": "是，继续执行" }
+ ]
+ },
+ "config": {
+ "configurable": {
+ "thread_id": "botsharp_conversation_Guid_Value"
+ }
+ }
+}
+```
+
+## 配置示例
+
+在 BotSharp 配置文件中添加 LangGraph 插件配置：
+
+```json
+{
+ "LangGraph": {
+ "BaseUrl": "http://localhost:8000",
+ "ApiKey": "your-api-key",
+ "Timeout": 300,
+ "EnableTracing": true
+ }
+}
+```
+
+## 使用示例
+
+1. 确保 LangServe 服务已启动
+2. 配置 BotSharp 的 LangGraph 插件
+3. 创建或使用一个 LangGraph Agent
+4. 通过 BotSharp 发送消息给 Agent
+5. LangGraph 会自动管理会话状态并执行循环推理
+
+## 关键特性
+
+- ✅ **状态持久化**：通过 thread_id 映射实现跨会话的状态保持
+- ✅ **流式响应**：支持实时返回长文本生成结果
+- ✅ **人机回环**：支持中断和恢复机制
+- ✅ **分布式追踪**：通过 OpenTelemetry 集成实现请求追踪
+- ✅ **批量处理**：支持批量请求处理
+
+## 故障排查
+
+### 连接失败
+
+检查 LangServe 服务是否正在运行：
+
+```bash
+curl http://localhost:8000/health
+```
+
+### 状态丢失
+
+确保 LangGraph 配置了正确的 checkpointer（如 Postgres 或 Redis）。
+
+### 超时问题
+
+对于长时间运行的任务，增加配置中的 `Timeout` 值。
diff --git a/src/Plugins/BotSharp.Plugin.LangGraph/BotSharp.Plugin.LangGraph.csproj b/src/Plugins/BotSharp.Plugin.LangGraph/BotSharp.Plugin.LangGraph.csproj
new file mode 100644
index 000000000..560c6ca5a
--- /dev/null
+++ b/src/Plugins/BotSharp.Plugin.LangGraph/BotSharp.Plugin.LangGraph.csproj
@@ -0,0 +1,17 @@
+
+
+
+ $(TargetFramework)
+ enable
+ $(LangVersion)
+ $(BotSharpVersion)
+ $(GeneratePackageOnBuild)
+ $(GenerateDocumentationFile)
+ $(SolutionDir)packages
+
+
+
+
+
+
+
diff --git a/src/Plugins/BotSharp.Plugin.LangGraph/LangGraphPlugin.cs b/src/Plugins/BotSharp.Plugin.LangGraph/LangGraphPlugin.cs
new file mode 100644
index 000000000..4cd268118
--- /dev/null
+++ b/src/Plugins/BotSharp.Plugin.LangGraph/LangGraphPlugin.cs
@@ -0,0 +1,40 @@
+using BotSharp.Abstraction.Plugins;
+using BotSharp.Abstraction.Settings;
+using BotSharp.Plugin.LangGraph.Services;
+using BotSharp.Plugin.LangGraph.Settings;
+using Microsoft.Extensions.Configuration;
+using Microsoft.Extensions.DependencyInjection;
+
+namespace BotSharp.Plugin.LangGraph;
+
+///
+/// LangGraph Plugin for BotSharp
+/// Enables integration with LangGraph/LangServe for stateful graph-based agent orchestration
+///
+public class LangGraphPlugin : IBotSharpPlugin
+{
+ public string Id => "f8e3c7d2-4a1b-4e5f-9d3c-8b2a1e6f4d9a";
+
+ public string Name => "LangGraph";
+
+ public string Description => "Integration with LangGraph/LangServe for stateful graph-based agent orchestration with state persistence and human-in-the-loop support";
+
+ public string IconUrl => "https://avatars.githubusercontent.com/u/126733545";
+
+ public void RegisterDI(IServiceCollection services, IConfiguration config)
+ {
+ // Register settings
+ services.AddScoped(provider =>
+ {
+ var settingService = provider.GetRequiredService();
+ return settingService.Bind("LangGraph");
+ });
+
+ // Register HttpClient for LangServe communication
+ services.AddHttpClient();
+
+ // Register services
+ services.AddScoped();
+ services.AddScoped();
+ }
+}
diff --git a/src/Plugins/BotSharp.Plugin.LangGraph/Models/LangServeRequest.cs b/src/Plugins/BotSharp.Plugin.LangGraph/Models/LangServeRequest.cs
new file mode 100644
index 000000000..18bfe76d4
--- /dev/null
+++ b/src/Plugins/BotSharp.Plugin.LangGraph/Models/LangServeRequest.cs
@@ -0,0 +1,45 @@
+using System.Text.Json.Serialization;
+
+namespace BotSharp.Plugin.LangGraph.Models;
+
+///
+/// Request model for LangServe API
+///
+public class LangServeRequest
+{
+ [JsonPropertyName("input")]
+ public LangServeInput Input { get; set; } = new();
+
+ [JsonPropertyName("config")]
+ public LangServeConfig Config { get; set; } = new();
+}
+
+///
+/// Input section of the request
+///
+public class LangServeInput
+{
+ [JsonPropertyName("messages")]
+ public List Messages { get; set; } = new();
+}
+
+///
+/// Message format for LangGraph
+///
+public class LangServeMessage
+{
+ [JsonPropertyName("type")]
+ public string Type { get; set; } = "human";
+
+ [JsonPropertyName("content")]
+ public string Content { get; set; } = string.Empty;
+}
+
+///
+/// Configuration section of the request
+///
+public class LangServeConfig
+{
+ [JsonPropertyName("configurable")]
+ public Dictionary Configurable { get; set; } = new();
+}
diff --git a/src/Plugins/BotSharp.Plugin.LangGraph/Models/LangServeResponse.cs b/src/Plugins/BotSharp.Plugin.LangGraph/Models/LangServeResponse.cs
new file mode 100644
index 000000000..5bc463535
--- /dev/null
+++ b/src/Plugins/BotSharp.Plugin.LangGraph/Models/LangServeResponse.cs
@@ -0,0 +1,57 @@
+using System.Text.Json.Serialization;
+
+namespace BotSharp.Plugin.LangGraph.Models;
+
+///
+/// Response model from LangServe API
+///
+public class LangServeResponse
+{
+ [JsonPropertyName("output")]
+ public LangServeOutput? Output { get; set; }
+
+ [JsonPropertyName("status")]
+ public string? Status { get; set; }
+
+ [JsonPropertyName("__interrupt__")]
+ public InterruptInfo? Interrupt { get; set; }
+}
+
+///
+/// Output section of the response
+///
+public class LangServeOutput
+{
+ [JsonPropertyName("messages")]
+ public List? Messages { get; set; }
+
+ [JsonPropertyName("content")]
+ public string? Content { get; set; }
+}
+
+///
+/// Interrupt information for human-in-the-loop
+///
+public class InterruptInfo
+{
+ [JsonPropertyName("type")]
+ public string Type { get; set; } = string.Empty;
+
+ [JsonPropertyName("message")]
+ public string Message { get; set; } = string.Empty;
+}
+
+///
+/// Stream chunk from LangServe SSE
+///
+public class LangServeStreamChunk
+{
+ [JsonPropertyName("event")]
+ public string? Event { get; set; }
+
+ [JsonPropertyName("data")]
+ public string? Data { get; set; }
+
+ [JsonPropertyName("content")]
+ public string? Content { get; set; }
+}
diff --git a/src/Plugins/BotSharp.Plugin.LangGraph/README.md b/src/Plugins/BotSharp.Plugin.LangGraph/README.md
new file mode 100644
index 000000000..47aa4791b
--- /dev/null
+++ b/src/Plugins/BotSharp.Plugin.LangGraph/README.md
@@ -0,0 +1,186 @@
+# BotSharp.Plugin.LangGraph
+
+This plugin enables BotSharp to integrate with LangGraph/LangServe for stateful graph-based agent orchestration.
+
+## Overview
+
+The LangGraph plugin bridges the gap between BotSharp (C#) and LangGraph (Python), providing:
+
+- **State Persistence**: Automatic mapping of BotSharp `ConversationId` to LangGraph `thread_id`
+- **Streaming Support**: Real-time response streaming for long-running operations
+- **Human-in-the-Loop**: Support for LangGraph's interrupt/resume mechanism
+- **OpenTelemetry Integration**: Distributed tracing support
+
+## Configuration
+
+Add the following to your `appsettings.json`:
+
+```json
+{
+ "LangGraph": {
+ "BaseUrl": "http://localhost:8000",
+ "ApiKey": "your-api-key-here",
+ "Timeout": 300,
+ "EnableTracing": true,
+ "DefaultAgentEndpoint": "research-agent"
+ }
+}
+```
+
+### Configuration Options
+
+- `BaseUrl`: The base URL of your LangServe instance (required)
+- `ApiKey`: Optional API key for authentication
+- `Timeout`: Request timeout in seconds (default: 300)
+- `EnableTracing`: Enable OpenTelemetry tracing (default: true)
+- `DefaultAgentEndpoint`: Default agent endpoint if not specified
+
+## Architecture
+
+### State Mapping
+
+The plugin automatically maps BotSharp conversation IDs to LangGraph thread IDs using the format:
+
+```
+botsharp_conversation_{conversationId}
+```
+
+This 1:1 mapping ensures that LangGraph's checkpointer (PostgreSQL, Redis, etc.) maintains state across conversation turns.
+
+### API Endpoints
+
+The plugin supports three LangServe endpoints:
+
+1. `/invoke` - Synchronous invocation
+2. `/stream` - Server-Sent Events (SSE) streaming
+3. `/batch` - Batch processing (coming soon)
+
+### Request Format
+
+All requests to LangServe follow this structure:
+
+```json
+{
+ "input": {
+ "messages": [
+ {
+ "type": "human",
+ "content": "Your message here"
+ }
+ ]
+ },
+ "config": {
+ "configurable": {
+ "thread_id": "botsharp_conversation_abc123"
+ }
+ }
+}
+```
+
+## Usage
+
+### Basic Invocation
+
+```csharp
+var client = serviceProvider.GetRequiredService();
+var response = await client.InvokeAsync(
+ agentEndpoint: "research-agent",
+ conversationId: "abc123",
+ userMessage: "Analyze the market trends"
+);
+```
+
+### Streaming
+
+```csharp
+var client = serviceProvider.GetRequiredService();
+await foreach (var chunk in client.StreamAsync(
+ agentEndpoint: "research-agent",
+ conversationId: "abc123",
+ userMessage: "Generate a detailed report"
+))
+{
+ Console.Write(chunk);
+}
+```
+
+### Human-in-the-Loop
+
+```csharp
+var client = serviceProvider.GetRequiredService();
+var stateMapper = serviceProvider.GetRequiredService();
+
+// Initial invocation
+var response = await client.InvokeAsync(
+ agentEndpoint: "approval-agent",
+ conversationId: conversationId,
+ userMessage: "Execute the trade"
+);
+
+// Check for interrupt
+if (client.IsInterrupted(response))
+{
+ // Save interrupt state
+ stateMapper.SaveInterruptState(
+ conversationState,
+ response.Interrupt.Type,
+ response.Interrupt.Message
+ );
+
+ // Show message to user and wait for approval
+ Console.WriteLine($"Approval required: {response.Interrupt.Message}");
+ var userApproval = Console.ReadLine();
+
+ // Resume execution
+ var resumeResponse = await client.ResumeAsync(
+ agentEndpoint: "approval-agent",
+ conversationId: conversationId,
+ userResponse: userApproval
+ );
+
+ // Clear interrupt state
+ stateMapper.ClearInterruptState(conversationState);
+}
+```
+
+## Security Considerations
+
+1. **API Keys**: Store API keys securely in configuration, never in code
+2. **HTTPS**: Always use HTTPS in production for `BaseUrl`
+3. **Timeout**: Set appropriate timeouts to prevent resource exhaustion
+4. **Input Validation**: User messages are JSON-serialized automatically
+
+## Troubleshooting
+
+### Connection Refused
+
+Ensure your LangServe instance is running:
+
+```bash
+curl http://localhost:8000/health
+```
+
+### State Not Persisting
+
+Verify that your LangGraph application has a checkpointer configured:
+
+```python
+# In your LangGraph app
+from langgraph.checkpoint.postgres import PostgresSaver
+
+checkpointer = PostgresSaver.from_conn_string(conn_string)
+app = graph.compile(checkpointer=checkpointer)
+```
+
+### Timeout Errors
+
+For long-running operations:
+1. Increase the `Timeout` setting
+2. Use streaming instead of synchronous invocation
+3. Consider using LangGraph's async checkpointing
+
+## Further Reading
+
+- See [QUICKSTART.md](/QUICKSTART.md) for detailed architecture documentation
+- [LangGraph Documentation](https://python.langchain.com/docs/langgraph)
+- [LangServe Documentation](https://python.langchain.com/docs/langserve)
diff --git a/src/Plugins/BotSharp.Plugin.LangGraph/Services/LangGraphStateMapper.cs b/src/Plugins/BotSharp.Plugin.LangGraph/Services/LangGraphStateMapper.cs
new file mode 100644
index 000000000..1a237e711
--- /dev/null
+++ b/src/Plugins/BotSharp.Plugin.LangGraph/Services/LangGraphStateMapper.cs
@@ -0,0 +1,69 @@
+using BotSharp.Abstraction.Conversations;
+
+namespace BotSharp.Plugin.LangGraph.Services;
+
+///
+/// Maps BotSharp conversation state to LangGraph thread state
+///
+public class LangGraphStateMapper
+{
+ private readonly ILogger _logger;
+
+ public LangGraphStateMapper(ILogger logger)
+ {
+ _logger = logger;
+ }
+
+ ///
+ /// Get or create thread_id for a conversation
+ ///
+ public string GetThreadId(string conversationId)
+ {
+ return $"botsharp_conversation_{conversationId}";
+ }
+
+ ///
+ /// Save interrupt state for later resumption
+ ///
+ public void SaveInterruptState(IConversationStateService conversationState, string interruptType, string interruptMessage)
+ {
+ conversationState.SetState("langgraph_interrupt_type", interruptType);
+ conversationState.SetState("langgraph_interrupt_message", interruptMessage);
+ conversationState.SetState("langgraph_interrupted", "true");
+ conversationState.Save();
+
+ _logger.LogInformation("Saved interrupt state for conversation {ConversationId}", conversationState.GetConversationId());
+ }
+
+ ///
+ /// Clear interrupt state after resumption
+ ///
+ public void ClearInterruptState(IConversationStateService conversationState)
+ {
+ conversationState.RemoveState("langgraph_interrupt_type");
+ conversationState.RemoveState("langgraph_interrupt_message");
+ conversationState.RemoveState("langgraph_interrupted");
+ conversationState.Save();
+
+ _logger.LogInformation("Cleared interrupt state for conversation {ConversationId}", conversationState.GetConversationId());
+ }
+
+ ///
+ /// Check if conversation is in interrupted state
+ ///
+ public bool IsInterrupted(IConversationStateService conversationState)
+ {
+ return conversationState.ContainsState("langgraph_interrupted") &&
+ conversationState.GetState("langgraph_interrupted") == "true";
+ }
+
+ ///
+ /// Get interrupt message for display to user
+ ///
+ public string? GetInterruptMessage(IConversationStateService conversationState)
+ {
+ return conversationState.ContainsState("langgraph_interrupt_message")
+ ? conversationState.GetState("langgraph_interrupt_message")
+ : null;
+ }
+}
diff --git a/src/Plugins/BotSharp.Plugin.LangGraph/Services/LangServeClient.cs b/src/Plugins/BotSharp.Plugin.LangGraph/Services/LangServeClient.cs
new file mode 100644
index 000000000..945dc63da
--- /dev/null
+++ b/src/Plugins/BotSharp.Plugin.LangGraph/Services/LangServeClient.cs
@@ -0,0 +1,197 @@
+using BotSharp.Plugin.LangGraph.Models;
+using BotSharp.Plugin.LangGraph.Settings;
+using System.Net.Http.Json;
+using System.Text;
+using System.Text.Json;
+
+namespace BotSharp.Plugin.LangGraph.Services;
+
+///
+/// Service for communicating with LangServe REST API
+///
+public class LangServeClient
+{
+ private readonly HttpClient _httpClient;
+ private readonly LangGraphSettings _settings;
+ private readonly ILogger _logger;
+
+ public LangServeClient(
+ HttpClient httpClient,
+ LangGraphSettings settings,
+ ILogger logger)
+ {
+ _httpClient = httpClient;
+ _settings = settings;
+ _logger = logger;
+
+ _httpClient.BaseAddress = new Uri(_settings.BaseUrl);
+ _httpClient.Timeout = TimeSpan.FromSeconds(_settings.Timeout);
+
+ if (!string.IsNullOrEmpty(_settings.ApiKey))
+ {
+ _httpClient.DefaultRequestHeaders.Add("Authorization", $"Bearer {_settings.ApiKey}");
+ }
+ }
+
+ ///
+ /// Invoke LangGraph agent synchronously
+ ///
+ public async Task InvokeAsync(
+ string agentEndpoint,
+ string conversationId,
+ string userMessage,
+ string? traceparent = null,
+ CancellationToken cancellationToken = default)
+ {
+ var request = BuildRequest(conversationId, userMessage);
+
+ var httpRequest = new HttpRequestMessage(HttpMethod.Post, $"/{agentEndpoint}/invoke")
+ {
+ Content = JsonContent.Create(request)
+ };
+
+ AddTracingHeaders(httpRequest, traceparent);
+
+ try
+ {
+ var response = await _httpClient.SendAsync(httpRequest, cancellationToken);
+ response.EnsureSuccessStatusCode();
+
+ var result = await response.Content.ReadFromJsonAsync(cancellationToken);
+ return result ?? new LangServeResponse();
+ }
+ catch (Exception ex)
+ {
+ _logger.LogError(ex, "Error invoking LangServe agent at {Endpoint}", agentEndpoint);
+ throw;
+ }
+ }
+
+ ///
+ /// Stream responses from LangGraph agent
+ ///
+ public async IAsyncEnumerable StreamAsync(
+ string agentEndpoint,
+ string conversationId,
+ string userMessage,
+ string? traceparent = null,
+ [EnumeratorCancellation] CancellationToken cancellationToken = default)
+ {
+ var request = BuildRequest(conversationId, userMessage);
+
+ var httpRequest = new HttpRequestMessage(HttpMethod.Post, $"/{agentEndpoint}/stream")
+ {
+ Content = JsonContent.Create(request)
+ };
+
+ AddTracingHeaders(httpRequest, traceparent);
+
+ HttpResponseMessage? response = null;
+ try
+ {
+ response = await _httpClient.SendAsync(httpRequest, HttpCompletionOption.ResponseHeadersRead, cancellationToken);
+ response.EnsureSuccessStatusCode();
+
+ using var stream = await response.Content.ReadAsStreamAsync(cancellationToken);
+ using var reader = new StreamReader(stream);
+
+ while (!reader.EndOfStream && !cancellationToken.IsCancellationRequested)
+ {
+ var line = await reader.ReadLineAsync();
+
+ // Check for null (end of stream) or empty lines
+ if (line == null || string.IsNullOrWhiteSpace(line))
+ {
+ if (line == null)
+ break;
+ continue;
+ }
+
+ // Parse SSE format: "data: {...}"
+ if (line.StartsWith("data: ") && line.Length > 6)
+ {
+ var jsonData = line.Substring(6);
+ if (jsonData == "[DONE]")
+ break;
+
+ LangServeStreamChunk? chunk = null;
+ try
+ {
+ chunk = JsonSerializer.Deserialize(jsonData);
+ }
+ catch (JsonException ex)
+ {
+ _logger.LogWarning(ex, "Failed to parse stream chunk: {Data}", jsonData);
+ continue;
+ }
+
+ if (chunk?.Content != null)
+ {
+ yield return chunk.Content;
+ }
+ }
+ }
+ }
+ finally
+ {
+ response?.Dispose();
+ }
+ }
+
+ ///
+ /// Check if response indicates an interrupt (human-in-the-loop)
+ ///
+ public bool IsInterrupted(LangServeResponse response)
+ {
+ return response.Status == "interrupted" || response.Interrupt != null;
+ }
+
+ ///
+ /// Resume execution after interrupt
+ /// Note: LangGraph automatically resumes from the interrupted state when the same thread_id is used.
+ /// The state is maintained by LangGraph's checkpointer, so we simply invoke with the user's response.
+ ///
+ public async Task ResumeAsync(
+ string agentEndpoint,
+ string conversationId,
+ string userResponse,
+ string? traceparent = null,
+ CancellationToken cancellationToken = default)
+ {
+ // Resume is handled by LangGraph's state management - just invoke with the same thread_id
+ return await InvokeAsync(agentEndpoint, conversationId, userResponse, traceparent, cancellationToken);
+ }
+
+ private LangServeRequest BuildRequest(string conversationId, string userMessage)
+ {
+ return new LangServeRequest
+ {
+ Input = new LangServeInput
+ {
+ Messages = new List
+ {
+ new LangServeMessage
+ {
+ Type = "human",
+ Content = userMessage
+ }
+ }
+ },
+ Config = new LangServeConfig
+ {
+ Configurable = new Dictionary
+ {
+ ["thread_id"] = $"botsharp_conversation_{conversationId}"
+ }
+ }
+ };
+ }
+
+ private void AddTracingHeaders(HttpRequestMessage request, string? traceparent)
+ {
+ if (_settings.EnableTracing && !string.IsNullOrEmpty(traceparent))
+ {
+ request.Headers.Add("traceparent", traceparent);
+ }
+ }
+}
diff --git a/src/Plugins/BotSharp.Plugin.LangGraph/Settings/LangGraphSettings.cs b/src/Plugins/BotSharp.Plugin.LangGraph/Settings/LangGraphSettings.cs
new file mode 100644
index 000000000..134188ee7
--- /dev/null
+++ b/src/Plugins/BotSharp.Plugin.LangGraph/Settings/LangGraphSettings.cs
@@ -0,0 +1,29 @@
+namespace BotSharp.Plugin.LangGraph.Settings;
+
+public class LangGraphSettings
+{
+ ///
+ /// Base URL of the LangServe API endpoint
+ ///
+ public string BaseUrl { get; set; } = "http://localhost:8000";
+
+ ///
+ /// API key for authentication (if required)
+ ///
+ public string? ApiKey { get; set; }
+
+ ///
+ /// Request timeout in seconds
+ ///
+ public int Timeout { get; set; } = 300;
+
+ ///
+ /// Enable OpenTelemetry tracing
+ ///
+ public bool EnableTracing { get; set; } = true;
+
+ ///
+ /// Default agent endpoint (if not specified in agent config)
+ ///
+ public string? DefaultAgentEndpoint { get; set; }
+}
diff --git a/src/Plugins/BotSharp.Plugin.LangGraph/Using.cs b/src/Plugins/BotSharp.Plugin.LangGraph/Using.cs
new file mode 100644
index 000000000..27bceaec4
--- /dev/null
+++ b/src/Plugins/BotSharp.Plugin.LangGraph/Using.cs
@@ -0,0 +1,9 @@
+global using Microsoft.Extensions.Logging;
+global using System;
+global using System.Collections.Generic;
+global using System.IO;
+global using System.Linq;
+global using System.Net.Http;
+global using System.Runtime.CompilerServices;
+global using System.Threading;
+global using System.Threading.Tasks;