diff --git a/conf/models/minimax.json b/conf/models/minimax.json
index c2b06e37be..0c142a96a8 100644
--- a/conf/models/minimax.json
+++ b/conf/models/minimax.json
@@ -2,8 +2,8 @@
   "name": "MiniMax",
   "rank": 987,
   "url": {
-    "default": "https://api.minimaxi.com/",
-    "global": "https://api.minimax.io/"
+    "default": "https://api.minimaxi.com",
+    "global": "https://api.minimax.io"
   },
   "url_suffix": {
     "chat": "v1/text/chatcompletion_v2",
diff --git a/internal/entity/models/baidu.go b/internal/entity/models/baidu.go
index 1b46cbb1fa..fef59b6104 100644
--- a/internal/entity/models/baidu.go
+++ b/internal/entity/models/baidu.go
@@ -25,6 +25,7 @@ import (
 	"io"
 	"net/http"
 	"ragflow/internal/common"
+	"sort"
 	"strings"
 )
 
@@ -65,12 +66,18 @@ func (b *BaiduModel) ChatWithMessages(modelName string, messages []Message, apiC
 	url := fmt.Sprintf("%s/%s", resolvedBaseURL, b.baseModel.URLSuffix.Chat)
 
 	// Convert messages to API format
-	apiMessages := make([]map[string]interface{}, len(messages))
+	apiMessages := make([]map[string]any, len(messages))
 	for i, msg := range messages {
-		apiMessages[i] = map[string]interface{}{
+		apiMessages[i] = map[string]any{
 			"role":    msg.Role,
 			"content": msg.Content,
 		}
+		if msg.ToolCallID != "" {
+			apiMessages[i]["tool_call_id"] = msg.ToolCallID
+		}
+		if len(msg.ToolCalls) > 0 {
+			apiMessages[i]["tool_calls"] = msg.ToolCalls
+		}
 	}
 
 	// Build request body
@@ -142,6 +149,12 @@ func (b *BaiduModel) ChatWithMessages(modelName string, messages []Message, apiC
 				}
 			}
 		}
+		if chatModelConfig.Tools != nil {
+			reqBody["tools"] = chatModelConfig.Tools
+		}
+		if chatModelConfig.ToolChoice != nil {
+			reqBody["tool_choice"] = *chatModelConfig.ToolChoice
+		}
 	}
 
 	jsonData, err := json.Marshal(reqBody)
@@ -201,6 +214,15 @@ func (b *BaiduModel) ChatWithMessages(modelName string, messages []Message, apiC
 		return nil, fmt.Errorf("invalid content format")
 	}
 
+	var toolCalls []map[string]any
+	if tcs, ok := messageMap["tool_calls"].([]any); ok {
+		for _, tc := range tcs {
+			if toolCall, ok := tc.(map[string]any); ok {
+				toolCalls = append(toolCalls, toolCall)
+			}
+		}
+	}
+
 	var reasonContent string
 	if chatModelConfig != nil && chatModelConfig.Thinking != nil && *chatModelConfig.Thinking {
 		reasonContent, ok = messageMap["reasoning_content"].(string)
@@ -216,6 +238,12 @@ func (b *BaiduModel) ChatWithMessages(modelName string, messages []Message, apiC
 	chatResponse := &ChatResponse{
 		Answer:        &content,
 		ReasonContent: &reasonContent,
+		ToolCalls:     toolCalls,
+	}
+	if pt, ct, tt := extractUsageFromMap(result); tt > 0 {
+		chatResponse.Usage = &ChatUsage{
+			PromptTokens: pt, CompletionTokens: ct, TotalTokens: tt,
+		}
 	}
 
 	return chatResponse, nil
@@ -243,14 +271,19 @@ func (b *BaiduModel) ChatStreamlyWithSender(modelName string, messages []Message
 			"role":    msg.Role,
 			"content": msg.Content,
 		}
+		if msg.ToolCallID != "" {
+			apiMessages[i]["tool_call_id"] = msg.ToolCallID
+		}
+		if len(msg.ToolCalls) > 0 {
+			apiMessages[i]["tool_calls"] = msg.ToolCalls
+		}
 	}
 
 	// Build request body with streaming enabled
 	reqBody := map[string]interface{}{
-		"model":       modelName,
-		"messages":    apiMessages,
-		"stream":      true,
-		"temperature": 1,
+		"model":    modelName,
+		"messages": apiMessages,
+		"stream":   true,
 	}
 
 	if modelConfig != nil {
@@ -318,6 +351,13 @@ func (b *BaiduModel) ChatStreamlyWithSender(modelName string, messages []Message
 				}
 			}
 		}
+
+		if modelConfig.Tools != nil {
+			reqBody["tools"] = modelConfig.Tools
+		}
+		if modelConfig.ToolChoice != nil {
+			reqBody["tool_choice"] = *modelConfig.ToolChoice
+		}
 	}
 
 	jsonData, err := json.Marshal(reqBody)
@@ -349,6 +389,7 @@ func (b *BaiduModel) ChatStreamlyWithSender(modelName string, messages []Message
 
 	// SSE parsing: read line by line
 	sawTerminal := false
+	accumulatedToolCalls := make(map[int]map[string]interface{})
 	done, err := ParseSSEStream[map[string]interface{}](resp.Body, func(event map[string]interface{}) error {
 		common.Info(fmt.Sprintf("%v", event))
 
@@ -367,6 +408,56 @@ func (b *BaiduModel) ChatStreamlyWithSender(modelName string, messages []Message
 			return nil
 		}
 
+		if tcs, ok := delta["tool_calls"].([]interface{}); ok {
+			for _, tc := range tcs {
+				tcMap, ok := tc.(map[string]interface{})
+				if !ok {
+					continue
+				}
+				idxF, ok := tcMap["index"].(float64)
+				if !ok {
+					continue
+				}
+				idx := int(idxF)
+				existing, hasExisting := accumulatedToolCalls[idx]
+				if !hasExisting {
+					accumulatedToolCalls[idx] = cloneMap(tcMap)
+					continue
+				}
+				if id, ok := tcMap["id"].(string); ok && id != "" {
+					if eid, ok := existing["id"].(string); ok {
+						existing["id"] = eid + id
+					} else {
+						existing["id"] = id
+					}
+				}
+				if typ, ok := tcMap["type"].(string); ok && typ != "" {
+					existing["type"] = typ
+				}
+				if fn, ok := tcMap["function"].(map[string]interface{}); ok {
+					ef, ok := existing["function"].(map[string]interface{})
+					if !ok {
+						ef = make(map[string]interface{})
+						existing["function"] = ef
+					}
+					if name, ok := fn["name"].(string); ok && name != "" {
+						if en, ok := ef["name"].(string); ok {
+							ef["name"] = en + name
+						} else {
+							ef["name"] = name
+						}
+					}
+					if args, ok := fn["arguments"].(string); ok && args != "" {
+						if ea, ok := ef["arguments"].(string); ok {
+							ef["arguments"] = ea + args
+						} else {
+							ef["arguments"] = args
+						}
+					}
+				}
+			}
+		}
+
 		reasoningContent, ok := delta["reasoning_content"].(string)
 		if ok && reasoningContent != "" {
 			if err = sender(nil, &reasoningContent); err != nil {
@@ -395,6 +486,19 @@ func (b *BaiduModel) ChatStreamlyWithSender(modelName string, messages []Message
 		return fmt.Errorf("baidu: stream ended before [DONE] or finish_reason")
 	}
 
+	if len(accumulatedToolCalls) > 0 && modelConfig != nil {
+		indices := make([]int, 0, len(accumulatedToolCalls))
+		for idx := range accumulatedToolCalls {
+			indices = append(indices, idx)
+		}
+		sort.Ints(indices)
+		tcs := make([]map[string]interface{}, 0, len(accumulatedToolCalls))
+		for _, idx := range indices {
+			tcs = append(tcs, accumulatedToolCalls[idx])
+		}
+		modelConfig.ToolCallsResult = &tcs
+	}
+
 	// Send [DONE] marker for OpenAI compatibility
 	endOfStream := "[DONE]"
 	if err = sender(&endOfStream, nil); err != nil {
diff --git a/internal/entity/models/base_model.go b/internal/entity/models/base_model.go
index b7af60da55..c3ab60c70b 100644
--- a/internal/entity/models/base_model.go
+++ b/internal/entity/models/base_model.go
@@ -81,6 +81,7 @@ func (b *BaseModel) GetBaseURL(apiConfig *APIConfig) (string, error) {
 		}
 		return "", fmt.Errorf("no base URL configured for region %q", region)
 	}
+	baseURL = strings.TrimSuffix(baseURL, "/")
 
 	return baseURL, nil
 }
diff --git a/internal/entity/models/minimax.go b/internal/entity/models/minimax.go
index e7c3af9b06..e50227a346 100644
--- a/internal/entity/models/minimax.go
+++ b/internal/entity/models/minimax.go
@@ -24,6 +24,7 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"sort"
 	"strings"
 )
 
@@ -85,14 +86,19 @@ func (m *MinimaxModel) ChatWithMessages(modelName string, messages []Message, ap
 			"role":    msg.Role,
 			"content": msg.Content,
 		}
+		if msg.ToolCallID != "" {
+			apiMessages[i]["tool_call_id"] = msg.ToolCallID
+		}
+		if len(msg.ToolCalls) > 0 {
+			apiMessages[i]["tool_calls"] = msg.ToolCalls
+		}
 	}
 
 	// Build request body
 	reqBody := map[string]interface{}{
-		"model":       modelName,
-		"messages":    apiMessages,
-		"stream":      false,
-		"temperature": 1,
+		"model":    modelName,
+		"messages": apiMessages,
+		"stream":   false,
 	}
 
 	if chatModelConfig != nil {
@@ -112,7 +118,7 @@ func (m *MinimaxModel) ChatWithMessages(modelName string, messages []Message, ap
 			reqBody["do_sample"] = *chatModelConfig.DoSample
 		}
 
-		if chatModelConfig != nil && chatModelConfig.Thinking != nil {
+		if chatModelConfig.Thinking != nil {
 			if *chatModelConfig.Thinking {
 				reqBody["thinking"] = map[string]interface{}{
 					"type": "adaptive",
@@ -124,6 +130,10 @@ func (m *MinimaxModel) ChatWithMessages(modelName string, messages []Message, ap
 				}
 			}
 		}
+
+		if chatModelConfig.Tools != nil {
+			reqBody["tools"] = chatModelConfig.Tools
+		}
 	}
 
 	jsonData, err := json.Marshal(reqBody)
@@ -178,25 +188,36 @@ func (m *MinimaxModel) ChatWithMessages(modelName string, messages []Message, ap
 		return nil, fmt.Errorf("no message in response")
 	}
 
-	content, ok := messageMap["content"].(string)
-	if !ok {
-		return nil, fmt.Errorf("no message in response")
-	}
+	content, _ := messageMap["content"].(string)
 
 	var reasonContent string
 	if chatModelConfig != nil && chatModelConfig.Thinking != nil && *chatModelConfig.Thinking {
-		reasonContent, ok = messageMap["reasoning_content"].(string)
-		if !ok {
-			return nil, fmt.Errorf("invalid content format")
+		if rc, ok := messageMap["reasoning_content"].(string); ok {
+			reasonContent = rc
+			if reasonContent != "" && reasonContent[0] == '\n' {
+				reasonContent = reasonContent[1:]
+			}
 		}
-		if reasonContent != "" && reasonContent[0] == '\n' {
-			reasonContent = reasonContent[1:]
+	}
+
+	var toolCalls []map[string]any
+	if tcs, ok := messageMap["tool_calls"].([]any); ok {
+		for _, tc := range tcs {
+			if tcMap, ok := tc.(map[string]any); ok {
+				toolCalls = append(toolCalls, tcMap)
+			}
 		}
 	}
 
 	chatResponse := &ChatResponse{
 		Answer:        &content,
 		ReasonContent: &reasonContent,
+		ToolCalls:     toolCalls,
+	}
+	if pt, ct, tt := extractUsageFromMap(result); tt > 0 {
+		chatResponse.Usage = &ChatUsage{
+			PromptTokens: pt, CompletionTokens: ct, TotalTokens: tt,
+		}
 	}
 
 	return chatResponse, nil
@@ -232,14 +253,19 @@ func (m *MinimaxModel) ChatStreamlyWithSender(modelName string, messages []Messa
 			"role":    msg.Role,
 			"content": msg.Content,
 		}
+		if msg.ToolCallID != "" {
+			apiMessages[i]["tool_call_id"] = msg.ToolCallID
+		}
+		if len(msg.ToolCalls) > 0 {
+			apiMessages[i]["tool_calls"] = msg.ToolCalls
+		}
 	}
 
 	// Build request body with streaming enabled
 	reqBody := map[string]interface{}{
-		"model":       modelName,
-		"messages":    apiMessages,
-		"stream":      true,
-		"temperature": 1,
+		"model":    modelName,
+		"messages": apiMessages,
+		"stream":   true,
 	}
 
 	if modelConfig != nil {
@@ -275,6 +301,10 @@ func (m *MinimaxModel) ChatStreamlyWithSender(modelName string, messages []Messa
 				}
 			}
 		}
+
+		if modelConfig.Tools != nil {
+			reqBody["tools"] = modelConfig.Tools
+		}
 	}
 
 	jsonData, err := json.Marshal(reqBody)
@@ -307,6 +337,7 @@ func (m *MinimaxModel) ChatStreamlyWithSender(modelName string, messages []Messa
 
 	// SSE parsing: read line by line
 	sawTerminal := false
+	accumulatedToolCalls := make(map[int]map[string]any)
 	done, err := ParseSSEStream[map[string]interface{}](resp.Body, func(event map[string]interface{}) error {
 		choices, ok := event["choices"].([]interface{})
 		if !ok || len(choices) == 0 {
@@ -323,6 +354,36 @@ func (m *MinimaxModel) ChatStreamlyWithSender(modelName string, messages []Messa
 			return nil
 		}
 
+		if tcs, ok := delta["tool_calls"].([]interface{}); ok {
+			for _, tc := range tcs {
+				tcMap, ok := tc.(map[string]interface{})
+				if !ok {
+					continue
+				}
+				idxF, ok := tcMap["index"].(float64)
+				if !ok {
+					continue
+				}
+				idx := int(idxF)
+				existing, hasExisting := accumulatedToolCalls[idx]
+				if hasExisting {
+					if fn, ok := tcMap["function"].(map[string]interface{}); ok {
+						if args, ok := fn["arguments"].(string); ok {
+							if ef, ok := existing["function"].(map[string]interface{}); ok {
+								if ea, ok := ef["arguments"].(string); ok {
+									ef["arguments"] = ea + args
+								} else {
+									ef["arguments"] = args
+								}
+							}
+						}
+					}
+				} else {
+					accumulatedToolCalls[idx] = cloneMap(tcMap)
+				}
+			}
+		}
+
 		content, ok := delta["content"].(string)
 		if ok && content != "" {
 			if err := sender(&content, nil); err != nil {
@@ -351,6 +412,19 @@ func (m *MinimaxModel) ChatStreamlyWithSender(modelName string, messages []Messa
 		return fmt.Errorf("minimax: stream ended before [DONE] or finish_reason")
 	}
 
+	if len(accumulatedToolCalls) > 0 && modelConfig != nil {
+		indices := make([]int, 0, len(accumulatedToolCalls))
+		for idx := range accumulatedToolCalls {
+			indices = append(indices, idx)
+		}
+		sort.Ints(indices)
+		tcs := make([]map[string]interface{}, 0, len(accumulatedToolCalls))
+		for _, idx := range indices {
+			tcs = append(tcs, accumulatedToolCalls[idx])
+		}
+		modelConfig.ToolCallsResult = &tcs
+	}
+
 	// Send [DONE] marker for OpenAI compatibility
 	endOfStream := "[DONE]"
 	return sender(&endOfStream, nil)
diff --git a/internal/entity/models/moonshot.go b/internal/entity/models/moonshot.go
index bcec5a18ed..df848aed9e 100644
--- a/internal/entity/models/moonshot.go
+++ b/internal/entity/models/moonshot.go
@@ -23,6 +23,7 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"sort"
 	"strings"
 )
 
@@ -77,20 +78,25 @@ func (m *MoonshotModel) ChatWithMessages(modelName string, messages []Message, a
 	url := fmt.Sprintf("%s/%s", resolvedBaseURL, m.baseModel.URLSuffix.Chat)
 
 	// Convert messages to the format expected by API
-	apiMessages := make([]map[string]interface{}, len(messages))
+	apiMessages := make([]map[string]any, len(messages))
 	for i, msg := range messages {
-		apiMessages[i] = map[string]interface{}{
+		apiMessages[i] = map[string]any{
 			"role":    msg.Role,
 			"content": msg.Content,
 		}
+		if msg.ToolCallID != "" {
+			apiMessages[i]["tool_call_id"] = msg.ToolCallID
+		}
+		if len(msg.ToolCalls) > 0 {
+			apiMessages[i]["tool_calls"] = msg.ToolCalls
+		}
 	}
 
 	// Build request body
 	reqBody := map[string]interface{}{
-		"model":       modelName,
-		"messages":    apiMessages,
-		"stream":      false,
-		"temperature": 0.6,
+		"model":    modelName,
+		"messages": apiMessages,
+		"stream":   false,
 	}
 
 	if chatModelConfig != nil {
@@ -121,6 +127,15 @@ func (m *MoonshotModel) ChatWithMessages(modelName string, messages []Message, a
 				}
 			}
 		}
+
+		if chatModelConfig.Tools != nil {
+			reqBody["tools"] = chatModelConfig.Tools
+			toolChoice := "auto"
+			if chatModelConfig.ToolChoice != nil {
+				toolChoice = *chatModelConfig.ToolChoice
+			}
+			reqBody["tool_choice"] = toolChoice
+		}
 	}
 
 	jsonData, err := json.Marshal(reqBody)
@@ -175,9 +190,9 @@ func (m *MoonshotModel) ChatWithMessages(modelName string, messages []Message, a
 		return nil, fmt.Errorf("invalid message format")
 	}
 
-	content, ok := messageMap["content"].(string)
-	if !ok {
-		return nil, fmt.Errorf("invalid content format")
+	var content string
+	if c, ok := messageMap["content"].(string); ok {
+		content = c
 	}
 
 	var reasonContent string
@@ -189,9 +204,24 @@ func (m *MoonshotModel) ChatWithMessages(modelName string, messages []Message, a
 		}
 	}
 
+	var toolCalls []map[string]any
+	if tcs, ok := messageMap["tool_calls"].([]interface{}); ok {
+		for _, tc := range tcs {
+			if tcMap, ok := tc.(map[string]any); ok {
+				toolCalls = append(toolCalls, tcMap)
+			}
+		}
+	}
+
 	chatResponse := &ChatResponse{
 		Answer:        &content,
 		ReasonContent: &reasonContent,
+		ToolCalls:     toolCalls,
+	}
+	if pt, ct, tt := extractUsageFromMap(result); tt > 0 {
+		chatResponse.Usage = &ChatUsage{
+			PromptTokens: pt, CompletionTokens: ct, TotalTokens: tt,
+		}
 	}
 
 	return chatResponse, nil
@@ -227,6 +257,12 @@ func (m *MoonshotModel) ChatStreamlyWithSender(modelName string, messages []Mess
 			"role":    msg.Role,
 			"content": msg.Content,
 		}
+		if msg.ToolCallID != "" {
+			apiMessages[i]["tool_call_id"] = msg.ToolCallID
+		}
+		if len(msg.ToolCalls) > 0 {
+			apiMessages[i]["tool_calls"] = msg.ToolCalls
+		}
 	}
 
 	// Build request body with streaming enabled
@@ -268,6 +304,15 @@ func (m *MoonshotModel) ChatStreamlyWithSender(modelName string, messages []Mess
 				}
 			}
 		}
+
+		if chatModelConfig.Tools != nil {
+			reqBody["tools"] = chatModelConfig.Tools
+			toolChoice := "auto"
+			if chatModelConfig.ToolChoice != nil {
+				toolChoice = *chatModelConfig.ToolChoice
+			}
+			reqBody["tool_choice"] = toolChoice
+		}
 	}
 
 	jsonData, err := json.Marshal(reqBody)
@@ -300,6 +345,10 @@ func (m *MoonshotModel) ChatStreamlyWithSender(modelName string, messages []Mess
 
 	// SSE parsing: read line by line
 	sawTerminal := false
+	if chatModelConfig != nil {
+		chatModelConfig.ToolCallsResult = nil
+	}
+	accumulatedToolCalls := make(map[int]map[string]any)
 	done, err := ParseSSEStream[map[string]interface{}](resp.Body, func(event map[string]interface{}) error {
 		choices, ok := event["choices"].([]interface{})
 		if !ok || len(choices) == 0 {
@@ -316,6 +365,36 @@ func (m *MoonshotModel) ChatStreamlyWithSender(modelName string, messages []Mess
 			return nil
 		}
 
+		if tcs, ok := delta["tool_calls"].([]interface{}); ok {
+			for _, tc := range tcs {
+				tcMap, ok := tc.(map[string]interface{})
+				if !ok {
+					continue
+				}
+				idxF, ok := tcMap["index"].(float64)
+				if !ok {
+					continue
+				}
+				idx := int(idxF)
+				existing, hasExisting := accumulatedToolCalls[idx]
+				if hasExisting {
+					if fn, ok := tcMap["function"].(map[string]interface{}); ok {
+						if args, ok := fn["arguments"].(string); ok {
+							if ef, ok := existing["function"].(map[string]interface{}); ok {
+								if ea, ok := ef["arguments"].(string); ok {
+									ef["arguments"] = ea + args
+								} else {
+									ef["arguments"] = args
+								}
+							}
+						}
+					}
+				} else {
+					accumulatedToolCalls[idx] = cloneMap(tcMap)
+				}
+			}
+		}
+
 		reasoningContent, ok := delta["reasoning_content"].(string)
 		if ok && reasoningContent != "" {
 			if err := sender(nil, &reasoningContent); err != nil {
@@ -344,6 +423,19 @@ func (m *MoonshotModel) ChatStreamlyWithSender(modelName string, messages []Mess
 		return fmt.Errorf("moonshot: stream ended before [DONE] or finish_reason")
 	}
 
+	if len(accumulatedToolCalls) > 0 && chatModelConfig != nil {
+		indices := make([]int, 0, len(accumulatedToolCalls))
+		for idx := range accumulatedToolCalls {
+			indices = append(indices, idx)
+		}
+		sort.Ints(indices)
+		tcs := make([]map[string]interface{}, 0, len(accumulatedToolCalls))
+		for _, idx := range indices {
+			tcs = append(tcs, accumulatedToolCalls[idx])
+		}
+		chatModelConfig.ToolCallsResult = &tcs
+	}
+
 	// Send [DONE] marker for OpenAI compatibility
 	endOfStream := "[DONE]"
 	if err = sender(&endOfStream, nil); err != nil {
diff --git a/internal/entity/models/moonshot_test.go b/internal/entity/models/moonshot_test.go
index d8eb5f7a72..07e8f2f06a 100644
--- a/internal/entity/models/moonshot_test.go
+++ b/internal/entity/models/moonshot_test.go
@@ -129,6 +129,57 @@ func TestMoonshotChatForcesNonStreaming(t *testing.T) {
 	}
 }
 
+func TestMoonshotChatSupportsTools(t *testing.T) {
+	srv := newMoonshotServer(t, func(t *testing.T, _ *http.Request, body map[string]interface{}, w http.ResponseWriter) {
+		tools, ok := body["tools"].([]interface{})
+		if !ok || len(tools) != 1 {
+			t.Errorf("tools=%#v, want one tool", body["tools"])
+		}
+		if body["tool_choice"] != "auto" {
+			t.Errorf("tool_choice=%v, want auto", body["tool_choice"])
+		}
+		_ = json.NewEncoder(w).Encode(map[string]interface{}{
+			"choices": []map[string]interface{}{{
+				"message": map[string]interface{}{
+					"content": nil,
+					"tool_calls": []map[string]interface{}{{
+						"id":   "call_weather",
+						"type": "function",
+						"function": map[string]string{
+							"name":      "get_weather",
+							"arguments": `{"city":"北京"}`,
+						},
+					}},
+				},
+			}},
+		})
+	})
+	defer srv.Close()
+
+	apiKey := "test-key"
+	tools := []map[string]interface{}{{
+		"type": "function",
+		"function": map[string]interface{}{
+			"name": "get_weather",
+		},
+	}}
+	resp, err := newMoonshotForTest(srv.URL).ChatWithMessages(
+		"kimi-k2.6",
+		[]Message{{Role: "user", Content: "北京今天天气怎么样？"}},
+		&APIConfig{ApiKey: &apiKey},
+		&ChatConfig{Tools: tools},
+	)
+	if err != nil {
+		t.Fatalf("ChatWithMessages: %v", err)
+	}
+	if resp.Answer == nil || *resp.Answer != "" {
+		t.Errorf("Answer=%v, want empty", resp.Answer)
+	}
+	if len(resp.ToolCalls) != 1 || resp.ToolCalls[0]["id"] != "call_weather" {
+		t.Errorf("ToolCalls=%#v, want call_weather", resp.ToolCalls)
+	}
+}
+
 func TestMoonshotStreamForcesStreaming(t *testing.T) {
 	srv := newMoonshotServer(t, func(t *testing.T, r *http.Request, body map[string]interface{}, w http.ResponseWriter) {
 		if r.Method != http.MethodPost {