diff --git a/internal/entity/models/common.go b/internal/entity/models/common.go
index 4b1b093167..20ac2e461f 100644
--- a/internal/entity/models/common.go
+++ b/internal/entity/models/common.go
@@ -19,14 +19,48 @@ package models
 import "strings"
 
 func GetThinkingAndAnswer(modelType *string, content *string) (*string, *string) {
-	switch *modelType {
+	if content == nil {
+		return nil, nil
+	}
+
+	switch NormalizeModelFamily(modelType) {
 	case "qwen3":
 		return extractThinkContent(content)
 	}
 	return nil, content
 }
 
+// NormalizeModelFamily normalizes provider-prefixed model class/name strings for shared response parsing.
+func NormalizeModelFamily(modelType *string) string {
+	if modelType == nil {
+		return ""
+	}
+
+	family := strings.ToLower(strings.TrimSpace(*modelType))
+	if family == "" {
+		return ""
+	}
+
+	if slash := strings.LastIndex(family, "/"); slash >= 0 && slash < len(family)-1 {
+		family = family[slash+1:]
+	}
+
+	if strings.HasPrefix(family, "qwen3") {
+		return "qwen3"
+	}
+
+	if dash := strings.Index(family, "-"); dash >= 0 {
+		family = family[:dash]
+	}
+
+	return family
+}
+
 func extractThinkContent(content *string) (*string, *string) {
+	if content == nil {
+		return nil, nil
+	}
+
 	startTag := "<think>"
 	endTag := "</think>"
 
diff --git a/internal/entity/models/common_test.go b/internal/entity/models/common_test.go
new file mode 100644
index 0000000000..f8bc589c59
--- /dev/null
+++ b/internal/entity/models/common_test.go
@@ -0,0 +1,84 @@
+package models
+
+import "testing"
+
+func TestNormalizeModelFamily(t *testing.T) {
+	tests := []struct {
+		name  string
+		input *string
+		want  string
+	}{
+		{name: "nil", input: nil, want: ""},
+		{name: "empty", input: modelFamilyTestString(""), want: ""},
+		{name: "qwen3", input: modelFamilyTestString("qwen3"), want: "qwen3"},
+		{name: "qwen3 variant", input: modelFamilyTestString("qwen3-8b"), want: "qwen3"},
+		{name: "provider-prefixed qwen3", input: modelFamilyTestString("qwen/qwen3-8b"), want: "qwen3"},
+		{name: "case-varied qwen3", input: modelFamilyTestString("Qwen/Qwen3.5-4B"), want: "qwen3"},
+		{name: "provider-prefixed non-qwen", input: modelFamilyTestString("deepseek/deepseek-r1"), want: "deepseek"},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := NormalizeModelFamily(tt.input); got != tt.want {
+				t.Fatalf("NormalizeModelFamily()=%q, want %q", got, tt.want)
+			}
+		})
+	}
+}
+
+func TestGetThinkingAndAnswerExtractsQwenThinking(t *testing.T) {
+	tests := []string{
+		"qwen3",
+		"qwen3-8b",
+		"qwen/qwen3",
+		"qwen/qwen3-8b",
+		"Qwen/Qwen3.5-4B",
+	}
+
+	for _, modelFamily := range tests {
+		t.Run(modelFamily, func(t *testing.T) {
+			content := "<think>\nreasoning</think>\nanswer"
+			reasoning, answer := GetThinkingAndAnswer(&modelFamily, &content)
+
+			if reasoning == nil || *reasoning != "reasoning" {
+				t.Fatalf("reasoning=%v, want reasoning", reasoning)
+			}
+			if answer == nil || *answer != "answer" {
+				t.Fatalf("answer=%v, want answer", answer)
+			}
+		})
+	}
+}
+
+func TestGetThinkingAndAnswerSkipsUnknownFamily(t *testing.T) {
+	modelFamily := "deepseek/deepseek-r1"
+	content := "<think>reasoning</think>answer"
+
+	reasoning, answer := GetThinkingAndAnswer(&modelFamily, &content)
+	if reasoning != nil {
+		t.Fatalf("reasoning=%q, want nil", *reasoning)
+	}
+	if answer == nil || *answer != content {
+		t.Fatalf("answer=%v, want original content", answer)
+	}
+}
+
+func TestGetThinkingAndAnswerHandlesNilInputs(t *testing.T) {
+	reasoning, answer := GetThinkingAndAnswer(nil, nil)
+	if reasoning != nil || answer != nil {
+		t.Fatalf("GetThinkingAndAnswer(nil, nil)=(%v, %v), want nils", reasoning, answer)
+	}
+
+	content := "answer"
+	reasoning, answer = GetThinkingAndAnswer(nil, &content)
+	if reasoning != nil {
+		t.Fatalf("reasoning=%q, want nil", *reasoning)
+	}
+	if answer == nil || *answer != content {
+		t.Fatalf("answer=%v, want original content", answer)
+	}
+}
+
+func modelFamilyTestString(value string) *string {
+	return &value
+}
diff --git a/internal/entity/models/reasoning_family_provider_test.go b/internal/entity/models/reasoning_family_provider_test.go
new file mode 100644
index 0000000000..d1b892379a
--- /dev/null
+++ b/internal/entity/models/reasoning_family_provider_test.go
@@ -0,0 +1,150 @@
+package models
+
+import (
+	"encoding/json"
+	"io"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+)
+
+func newReasoningFamilyChatServer(t *testing.T, handler func(t *testing.T, body map[string]interface{}, w http.ResponseWriter)) *httptest.Server {
+	t.Helper()
+
+	return httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.Method != http.MethodPost {
+			t.Errorf("method=%s, want POST", r.Method)
+			return
+		}
+		if r.URL.Path != "/chat/completions" {
+			t.Errorf("path=%s, want /chat/completions", r.URL.Path)
+			return
+		}
+		if got := r.Header.Get("Authorization"); got != "Bearer test-key" {
+			t.Errorf("Authorization=%q, want Bearer test-key", got)
+			return
+		}
+		if got := r.Header.Get("Content-Type"); !strings.HasPrefix(got, "application/json") {
+			t.Errorf("Content-Type=%q, want application/json", got)
+			return
+		}
+
+		raw, err := io.ReadAll(r.Body)
+		if err != nil {
+			t.Errorf("read body: %v", err)
+			return
+		}
+
+		var body map[string]interface{}
+		if err := json.Unmarshal(raw, &body); err != nil {
+			t.Errorf("unmarshal body: %v\nraw=%s", err, string(raw))
+			return
+		}
+
+		handler(t, body, w)
+	}))
+}
+
+func TestGiteeChatExtractsQwenThinkingFromInlineContent(t *testing.T) {
+	srv := newReasoningFamilyChatServer(t, func(t *testing.T, body map[string]interface{}, w http.ResponseWriter) {
+		if body["model"] != "qwen3-8b" {
+			t.Errorf("model=%v, want qwen3-8b", body["model"])
+		}
+		if !assertThinkingEnabled(t, body) {
+			return
+		}
+
+		_ = json.NewEncoder(w).Encode(map[string]interface{}{
+			"choices": []map[string]interface{}{{
+				"message": map[string]interface{}{
+					"content": "<think>\nreasoning</think>\nanswer",
+				},
+			}},
+		})
+	})
+	defer srv.Close()
+
+	apiKey := "test-key"
+	thinking := true
+	modelClass := "qwen3-8b"
+	resp, err := NewGiteeModel(
+		map[string]string{"default": srv.URL},
+		URLSuffix{Chat: "chat/completions"},
+	).ChatWithMessages(
+		"qwen3-8b",
+		[]Message{{Role: "user", Content: "ping"}},
+		&APIConfig{ApiKey: &apiKey},
+		&ChatConfig{Thinking: &thinking, ModelClass: &modelClass},
+	)
+	if err != nil {
+		t.Fatalf("ChatWithMessages: %v", err)
+	}
+	assertThinkingResponse(t, resp)
+}
+
+func TestSiliconflowChatExtractsProviderPrefixedQwenThinkingFromInlineContent(t *testing.T) {
+	srv := newReasoningFamilyChatServer(t, func(t *testing.T, body map[string]interface{}, w http.ResponseWriter) {
+		if body["model"] != "qwen/qwen3-8b" {
+			t.Errorf("model=%v, want qwen/qwen3-8b", body["model"])
+		}
+		if !assertThinkingEnabled(t, body) {
+			return
+		}
+
+		_ = json.NewEncoder(w).Encode(map[string]interface{}{
+			"choices": []map[string]interface{}{{
+				"message": map[string]interface{}{
+					"content": "<think>\nreasoning</think>\nanswer",
+				},
+			}},
+		})
+	})
+	defer srv.Close()
+
+	apiKey := "test-key"
+	thinking := true
+	modelClass := "qwen/qwen3-8b"
+	resp, err := NewSiliconflowModel(
+		map[string]string{"default": srv.URL},
+		URLSuffix{Chat: "chat/completions"},
+	).ChatWithMessages(
+		"qwen/qwen3-8b",
+		[]Message{{Role: "user", Content: "ping"}},
+		&APIConfig{ApiKey: &apiKey},
+		&ChatConfig{Thinking: &thinking, ModelClass: &modelClass},
+	)
+	if err != nil {
+		t.Fatalf("ChatWithMessages: %v", err)
+	}
+	assertThinkingResponse(t, resp)
+}
+
+func assertThinkingEnabled(t *testing.T, body map[string]interface{}) bool {
+	t.Helper()
+
+	thinking, ok := body["thinking"].(map[string]interface{})
+	if !ok {
+		t.Errorf("thinking=%#v, want object", body["thinking"])
+		return false
+	}
+	if thinking["type"] != "enabled" {
+		t.Errorf("thinking.type=%v, want enabled", thinking["type"])
+		return false
+	}
+	return true
+}
+
+func assertThinkingResponse(t *testing.T, resp *ChatResponse) {
+	t.Helper()
+
+	if resp == nil {
+		t.Fatal("response is nil")
+	}
+	if resp.Answer == nil || *resp.Answer != "answer" {
+		t.Fatalf("Answer=%v, want answer", resp.Answer)
+	}
+	if resp.ReasonContent == nil || *resp.ReasonContent != "reasoning" {
+		t.Fatalf("ReasonContent=%v, want reasoning", resp.ReasonContent)
+	}
+}
diff --git a/internal/entity/models/siliconflow.go b/internal/entity/models/siliconflow.go
index b72233c621..32c0fc5e86 100644
--- a/internal/entity/models/siliconflow.go
+++ b/internal/entity/models/siliconflow.go
@@ -128,6 +128,18 @@ func (s *SiliconflowModel) ChatWithMessages(modelName string, messages []Message
 		if chatModelConfig.Stop != nil {
 			reqBody["stop"] = *chatModelConfig.Stop
 		}
+
+		if chatModelConfig.Thinking != nil {
+			if *chatModelConfig.Thinking {
+				reqBody["thinking"] = map[string]interface{}{
+					"type": "enabled",
+				}
+			} else {
+				reqBody["thinking"] = map[string]interface{}{
+					"type": "disabled",
+				}
+			}
+		}
 	}
 
 	jsonData, err := json.Marshal(reqBody)