diff --git a/internal/models/chat/langfuse_wrapper.go b/internal/models/chat/langfuse_wrapper.go
index e628969f..bc75fdc8 100644
--- a/internal/models/chat/langfuse_wrapper.go
+++ b/internal/models/chat/langfuse_wrapper.go
@@ -43,11 +43,9 @@ func (l *langfuseChat) Chat(ctx context.Context, messages []Message, opts *ChatO
 	var output interface{}
 	if resp != nil {
 		usage = convertUsage(&resp.Usage)
-		output = map[string]interface{}{
-			"content":       resp.Content,
-			"tool_calls":    resp.ToolCalls,
-			"finish_reason": resp.FinishReason,
-		}
+		output = buildLangfuseGenerationOutput(
+			resp.Content, resp.ReasoningContent, resp.FinishReason, resp.ToolCalls,
+		)
 	}
 	gen.Finish(output, usage, err)
 	return resp, err
@@ -85,12 +83,20 @@ func (l *langfuseChat) ChatStream(ctx context.Context, messages []Message, opts
 	go func() {
 		defer close(wrapped)
 		var contentBuf []byte
+		var reasoningBuf []byte
 		var usage *types.TokenUsage
 		var toolCalls []types.LLMToolCall
 		var finishReason string
 		var firstToken bool
 
 		for resp := range ch {
+			if resp.ResponseType == types.ResponseTypeThinking && resp.Content != "" {
+				if !firstToken {
+					gen.MarkCompletionStart(time.Now())
+					firstToken = true
+				}
+				reasoningBuf = append(reasoningBuf, resp.Content...)
+			}
 			if resp.ResponseType == types.ResponseTypeAnswer && resp.Content != "" {
 				if !firstToken {
 					gen.MarkCompletionStart(time.Now())
@@ -110,11 +116,9 @@ func (l *langfuseChat) ChatStream(ctx context.Context, messages []Message, opts
 			wrapped <- resp
 		}
 
-		output := map[string]interface{}{
-			"content":       string(contentBuf),
-			"tool_calls":    toolCalls,
-			"finish_reason": finishReason,
-		}
+		output := buildLangfuseGenerationOutput(
+			string(contentBuf), string(reasoningBuf), finishReason, toolCalls,
+		)
 		gen.Finish(output, convertUsage(usage), nil)
 	}()
 	return wrapped, nil
@@ -141,11 +145,29 @@ func buildLangfuseMessages(messages []Message) []map[string]interface{} {
 		if len(m.ToolCalls) > 0 {
 			entry["tool_calls"] = m.ToolCalls
 		}
+		if m.ReasoningContent != "" {
+			entry["reasoning_content"] = m.ReasoningContent
+		}
 		out = append(out, entry)
 	}
 	return out
 }
 
+func buildLangfuseGenerationOutput(
+	content, reasoningContent, finishReason string,
+	toolCalls []types.LLMToolCall,
+) map[string]interface{} {
+	output := map[string]interface{}{
+		"content":       content,
+		"tool_calls":    toolCalls,
+		"finish_reason": finishReason,
+	}
+	if reasoningContent != "" {
+		output["reasoning_content"] = reasoningContent
+	}
+	return output
+}
+
 func buildLangfuseModelParams(opts *ChatOptions) map[string]interface{} {
 	if opts == nil {
 		return nil
diff --git a/internal/models/chat/langfuse_wrapper_test.go b/internal/models/chat/langfuse_wrapper_test.go
new file mode 100644
index 00000000..283d4d88
--- /dev/null
+++ b/internal/models/chat/langfuse_wrapper_test.go
@@ -0,0 +1,45 @@
+package chat
+
+import (
+	"reflect"
+	"testing"
+
+	"github.com/Tencent/WeKnora/internal/types"
+)
+
+func TestBuildLangfuseGenerationOutput(t *testing.T) {
+	toolCalls := []types.LLMToolCall{{ID: "call_1", Type: "function"}}
+
+	got := buildLangfuseGenerationOutput("", "", "tool_calls", toolCalls)
+	want := map[string]interface{}{
+		"content":       "",
+		"tool_calls":    toolCalls,
+		"finish_reason": "tool_calls",
+	}
+	if !reflect.DeepEqual(got, want) {
+		t.Fatalf("output without reasoning = %#v; want %#v", got, want)
+	}
+
+	got = buildLangfuseGenerationOutput("answer", "thinking", "stop", nil)
+	want = map[string]interface{}{
+		"content":           "answer",
+		"tool_calls":        []types.LLMToolCall(nil),
+		"finish_reason":     "stop",
+		"reasoning_content": "thinking",
+	}
+	if !reflect.DeepEqual(got, want) {
+		t.Fatalf("output with reasoning = %#v; want %#v", got, want)
+	}
+}
+
+func TestBuildLangfuseMessagesReasoningContent(t *testing.T) {
+	msgs := buildLangfuseMessages([]Message{
+		{Role: "assistant", ReasoningContent: "chain of thought", ToolCalls: []ToolCall{{ID: "tc1"}}},
+	})
+	if len(msgs) != 1 {
+		t.Fatalf("len(messages) = %d; want 1", len(msgs))
+	}
+	if msgs[0]["reasoning_content"] != "chain of thought" {
+		t.Fatalf("reasoning_content = %v; want chain of thought", msgs[0]["reasoning_content"])
+	}
+}