diff --git a/plugins/wasm-go/extensions/ai-proxy/main.go b/plugins/wasm-go/extensions/ai-proxy/main.go
index 82e038bbc..46e7af794 100644
--- a/plugins/wasm-go/extensions/ai-proxy/main.go
+++ b/plugins/wasm-go/extensions/ai-proxy/main.go
@@ -5,7 +5,6 @@ package main
 
 import (
 	"fmt"
-	"github.com/higress-group/proxy-wasm-go-sdk/proxywasm"
 	"net/url"
 	"strings"
 
@@ -13,6 +12,7 @@ import (
 	"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-proxy/provider"
 	"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-proxy/util"
 	"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
+	"github.com/higress-group/proxy-wasm-go-sdk/proxywasm"
 	"github.com/higress-group/proxy-wasm-go-sdk/proxywasm/types"
 	"github.com/tidwall/gjson"
 )
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/model.go b/plugins/wasm-go/extensions/ai-proxy/provider/model.go
index e47e1aec9..5c84adf8c 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/model.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/model.go
@@ -1,5 +1,20 @@
 package provider
 
+import "strings"
+
+const (
+	streamEventIdItemKey        = "id:"
+	streamEventNameItemKey      = "event:"
+	streamBuiltInItemKey        = ":"
+	streamHttpStatusValuePrefix = "HTTP_STATUS/"
+	streamDataItemKey           = "data:"
+	streamEndDataValue          = "[DONE]"
+
+	eventResult = "result"
+
+	httpStatus200 = "200"
+)
+
 type chatCompletionRequest struct {
 	Model            string        `json:"model"`
 	Messages         []chatMessage `json:"messages"`
@@ -42,3 +57,25 @@ type chatMessage struct {
 	Role    string `json:"role,omitempty"`
 	Content string `json:"content,omitempty"`
 }
+
+type streamEvent struct {
+	Id         string `json:"id"`
+	Event      string `json:"event"`
+	Data       string `json:"data"`
+	HttpStatus string `json:"http_status"`
+}
+
+func (e *streamEvent) setValue(key, value string) {
+	switch key {
+	case streamEventIdItemKey:
+		e.Id = value
+	case streamEventNameItemKey:
+		e.Event = value
+	case streamDataItemKey:
+		e.Data = value
+	case streamBuiltInItemKey:
+		if strings.HasPrefix(value, streamHttpStatusValuePrefix) {
+			e.HttpStatus = value[len(streamHttpStatusValuePrefix):]
+		}
+	}
+}
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/provider.go b/plugins/wasm-go/extensions/ai-proxy/provider/provider.go
index 0513b4415..da1518fb6 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/provider.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/provider.go
@@ -28,12 +28,11 @@ const (
 	ctxKeyStreamingBody        = "streamingBody"
 	ctxKeyOriginalRequestModel = "originalRequestModel"
 	ctxKeyFinalRequestModel    = "finalRequestModel"
+	ctxKeyPushedMessageContent = "pushedMessageContent"
 
 	objectChatCompletion      = "chat.completion"
 	objectChatCompletionChunk = "chat.completion.chunk"
 
-	finishReasonStop = "stop"
-
 	wildcard = "*"
 
 	defaultTimeout = 2 * 60 * 1000 // ms
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/qwen.go b/plugins/wasm-go/extensions/ai-proxy/provider/qwen.go
index ce8d8b809..aa0526c2a 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/qwen.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/qwen.go
@@ -24,13 +24,6 @@ const (
 
 	qwenTopPMin = 0.000001
 	qwenTopPMax = 0.999999
-
-	ctxKeyPushedMessageContent = "pushedMessageContent"
-
-	streamIdItemKey    = "id:"
-	streamDataItemKey  = "data:"
-	streamEndDataValue = "[DONE]"
-	streamEventHeader  = "event: result\n:HTTP_STATUS/200\n"
 )
 
 type qwenProviderInitializer struct {
@@ -190,10 +183,10 @@ func (m *qwenProvider) OnStreamingResponseBody(ctx wrapper.HttpContext, name Api
 		receivedBody = append(bufferedStreamingBody, chunk...)
 	}
 
-	eventStartIndex, lineStartIndex, valueStartIndex := 0, -1, -1
+	eventStartIndex, lineStartIndex, valueStartIndex := -1, -1, -1
 
 	defer func() {
-		if eventStartIndex != -1 {
+		if eventStartIndex >= 0 && eventStartIndex < len(receivedBody) {
 			// Just in case the received chunk is not a complete event.
 			ctx.SetContext(ctxKeyStreamingBody, receivedBody[eventStartIndex:])
 		} else {
@@ -202,14 +195,27 @@ func (m *qwenProvider) OnStreamingResponseBody(ctx wrapper.HttpContext, name Api
 	}()
 
 	// Sample event response:
+	//
+	// event:result
+	// :HTTP_STATUS/200
+	// data:{"output":{"choices":[{"message":{"content":"你好！","role":"assistant"},"finish_reason":"null"}]},"usage":{"total_tokens":116,"input_tokens":114,"output_tokens":2},"request_id":"71689cfc-1f42-9949-86e8-9563b7f832b1"}
+	//
+	// event:error
+	// :HTTP_STATUS/400
+	// data:{"code":"InvalidParameter","message":"Preprocessor error","request_id":"0cbe6006-faec-9854-bf8b-c906d75c3bd8"}
+	//
 
 	var responseBuilder strings.Builder
-	currentEventId, currentKey := "", ""
+	currentKey := ""
+	currentEvent := &streamEvent{}
 	i, length := 0, len(receivedBody)
 	for i = 0; i < length; i++ {
 		ch := receivedBody[i]
 		if ch != '\n' {
 			if lineStartIndex == -1 {
+				if eventStartIndex == -1 {
+					eventStartIndex = i
+				}
 				lineStartIndex = i
 				valueStartIndex = -1
 			}
@@ -225,33 +231,25 @@ func (m *qwenProvider) OnStreamingResponseBody(ctx wrapper.HttpContext, name Api
 			continue
 		}
 
-		if lineStartIndex == -1 {
-			// Extra new line, Should be an event separator.
-			eventStartIndex = i + 1
-			continue
+		if lineStartIndex != -1 {
+			value := string(receivedBody[valueStartIndex:i])
+			log.Debugf("key: %s value: %s", currentKey, value)
+			currentEvent.setValue(currentKey, value)
+		} else {
+			// Extra new line. The current event is complete.
+			log.Debugf("processing event: %v", currentEvent)
+			if err := m.convertStreamEvent(ctx, &responseBuilder, currentEvent, log); err != nil {
+				return nil, err
+			}
+			// Reset event parsing state.
+			eventStartIndex = -1
+			currentEvent = &streamEvent{}
 		}
 
-		key := currentKey
-		value := receivedBody[valueStartIndex:i]
-
-		// Reset message parsing state.
-		eventStartIndex = -1
+		// Reset line parsing state.
 		lineStartIndex = -1
 		valueStartIndex = -1
 		currentKey = ""
-
-		switch key {
-		case streamIdItemKey:
-			currentEventId = string(value)
-			break
-		case streamDataItemKey:
-			if err := m.convertStreamEvent(ctx, &responseBuilder, currentEventId, value, log); err != nil {
-				return nil, err
-			}
-			break
-		default:
-			break
-		}
 	}
 
 	modifiedResponseChunk := responseBuilder.String()
@@ -345,20 +343,20 @@ func (m *qwenProvider) buildChatCompletionStreamingResponse(ctx wrapper.HttpCont
 	return responses
 }
 
-func (m *qwenProvider) convertStreamEvent(ctx wrapper.HttpContext, responseBuilder *strings.Builder, eventId string, eventData []byte, log wrapper.Log) error {
-	if string(eventData) == streamEndDataValue {
-		responseBuilder.WriteString(streamIdItemKey)
-		responseBuilder.WriteString(eventId)
-		responseBuilder.WriteString("\n")
-		responseBuilder.WriteString(streamEventHeader)
-		responseBuilder.WriteString(streamDataItemKey)
-		responseBuilder.WriteString(streamEndDataValue)
-		responseBuilder.WriteString("\n\n")
+func (m *qwenProvider) convertStreamEvent(ctx wrapper.HttpContext, responseBuilder *strings.Builder, event *streamEvent, log wrapper.Log) error {
+	if event.Data == streamEndDataValue {
+		m.appendStreamEvent(responseBuilder, event)
+		return nil
+	}
+
+	if event.Event != eventResult || event.HttpStatus != httpStatus200 {
+		// Something goes wrong. Just pass through the event.
+		m.appendStreamEvent(responseBuilder, event)
 		return nil
 	}
 
 	qwenResponse := &qwenTextGenResponse{}
-	if err := json.Unmarshal(eventData, qwenResponse); err != nil {
+	if err := json.Unmarshal([]byte(event.Data), qwenResponse); err != nil {
 		log.Errorf("unable to unmarshal Qwen response: %v", err)
 		return fmt.Errorf("unable to unmarshal Qwen response: %v", err)
 	}
@@ -370,13 +368,9 @@ func (m *qwenProvider) convertStreamEvent(ctx wrapper.HttpContext, responseBuild
 			log.Errorf("unable to marshal response: %v", err)
 			return fmt.Errorf("unable to marshal response: %v", err)
 		}
-		responseBuilder.WriteString(streamIdItemKey)
-		responseBuilder.WriteString(eventId)
-		responseBuilder.WriteString("\n")
-		responseBuilder.WriteString(streamEventHeader)
-		responseBuilder.WriteString(streamDataItemKey)
-		responseBuilder.Write(responseBody)
-		responseBuilder.WriteString("\n\n")
+		modifiedEvent := &*event
+		modifiedEvent.Data = string(responseBody)
+		m.appendStreamEvent(responseBuilder, modifiedEvent)
 	}
 
 	return nil
@@ -404,6 +398,22 @@ func (m *qwenProvider) insertContextMessage(request *qwenTextGenRequest, content
 	}
 }
 
+func (m *qwenProvider) appendStreamEvent(responseBuilder *strings.Builder, event *streamEvent) {
+	responseBuilder.WriteString(streamEventIdItemKey)
+	responseBuilder.WriteString(event.Id)
+	responseBuilder.WriteString("\n")
+	responseBuilder.WriteString(streamEventNameItemKey)
+	responseBuilder.WriteString(event.Event)
+	responseBuilder.WriteString("\n")
+	responseBuilder.WriteString(streamBuiltInItemKey)
+	responseBuilder.WriteString(streamHttpStatusValuePrefix)
+	responseBuilder.WriteString(event.HttpStatus)
+	responseBuilder.WriteString("\n")
+	responseBuilder.WriteString(streamDataItemKey)
+	responseBuilder.WriteString(event.Data)
+	responseBuilder.WriteString("\n\n")
+}
+
 type qwenTextGenRequest struct {
 	Model      string                `json:"model"`
 	Input      qwenTextGenInput      `json:"input"`