Files
ragflow/internal/entity/models/aliyun_test.go
Hz_ e87008e26c fix(go-agent): support Aliyun tool calls (#17099)
## Summary

  - Enable synchronous and streaming tool calls for Aliyun models.
- Preserve provider-specific chat endpoints and prevent repeated
qwen-flash tool calls.
  - Restrict retrieval tool inputs to model-provided query parameters.

  ## Testing

- `bash build.sh --test ./internal/entity/models
./internal/agent/component ./internal/agent/tool`
  - Manual frontend UI testing passed.
2026-07-20 15:54:55 +08:00

297 lines
9.8 KiB
Go

//
// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
package models
import (
"encoding/json"
"errors"
"net/http"
"net/http/httptest"
"testing"
)
func TestAliyunChatWithMessagesSupportsToolCalls(t *testing.T) {
requestBody := make(chan map[string]interface{}, 1)
requestPath := make(chan string, 1)
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
var body map[string]interface{}
if err := json.NewDecoder(r.Body).Decode(&body); err != nil {
http.Error(w, err.Error(), http.StatusBadRequest)
return
}
requestPath <- r.URL.Path
requestBody <- body
w.Header().Set("Content-Type", "application/json")
_, _ = w.Write([]byte(`{"choices":[{"message":{"content":null,"tool_calls":[{"id":"call-1","type":"function","function":{"name":"retrieval","arguments":"{\"query\":\"ragflow\"}"}}]}}]}`))
}))
defer server.Close()
model := NewAliyunModel(
map[string]string{"default": server.URL},
URLSuffix{Chat: "compatible-mode/v1/chat/completions"},
)
apiKey := "test-key"
toolChoice := "auto"
tools := []map[string]interface{}{{
"type": "function",
"function": map[string]interface{}{
"name": "retrieval",
"parameters": map[string]interface{}{"type": "object"},
},
}}
messages := []Message{{Role: "user", Content: "find ragflow"}}
response, err := model.ChatWithMessages(
"qwen-flash",
messages,
&APIConfig{ApiKey: &apiKey},
&ChatConfig{Tools: tools, ToolChoice: &toolChoice},
nil,
)
if err != nil {
t.Fatalf("ChatWithMessages: %v", err)
}
if len(response.ToolCalls) != 1 {
t.Fatalf("tool calls = %d, want 1", len(response.ToolCalls))
}
if response.ToolCalls[0]["id"] != "call-1" {
t.Errorf("tool call id = %v, want call-1", response.ToolCalls[0]["id"])
}
if got := <-requestPath; got != "/compatible-mode/v1/chat/completions" {
t.Errorf("request path = %q, want /compatible-mode/v1/chat/completions", got)
}
body := <-requestBody
if body["tool_choice"] != "auto" {
t.Errorf("tool_choice = %v, want auto for initial qwen-flash call", body["tool_choice"])
}
if _, ok := body["tools"].([]interface{}); !ok {
t.Fatalf("tools = %T, want JSON array", body["tools"])
}
}
func TestAliyunChatWithMessagesStopsQwenFlashAfterToolResult(t *testing.T) {
requestBody := make(chan map[string]interface{}, 1)
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
var body map[string]interface{}
if err := json.NewDecoder(r.Body).Decode(&body); err != nil {
http.Error(w, err.Error(), http.StatusBadRequest)
return
}
requestBody <- body
w.Header().Set("Content-Type", "application/json")
_, _ = w.Write([]byte(`{"choices":[{"message":{"role":"assistant","content":"final answer"},"finish_reason":"stop"}]}`))
}))
defer server.Close()
model := NewAliyunModel(
map[string]string{"default": server.URL},
URLSuffix{Chat: "compatible-mode/v1/chat/completions"},
)
apiKey := "test-key"
auto := "auto"
messages := []Message{
{Role: "user", Content: "find ragflow"},
{
Role: "assistant",
Content: "",
ToolCalls: []map[string]interface{}{{
"id": "previous-call",
"type": "function",
"function": map[string]interface{}{
"name": "retrieval",
"arguments": `{"query":"ragflow"}`,
},
}},
},
{Role: "tool", Content: "retrieved text", ToolCallID: "previous-call"},
}
response, err := model.ChatWithMessages(
"qwen-flash",
messages,
&APIConfig{ApiKey: &apiKey},
&ChatConfig{
Tools: []map[string]interface{}{{"type": "function"}},
ToolChoice: &auto,
},
nil,
)
if err != nil {
t.Fatalf("ChatWithMessages: %v", err)
}
if response.Answer == nil || *response.Answer != "final answer" {
t.Fatalf("answer = %#v, want final answer", response.Answer)
}
body := <-requestBody
if body["tool_choice"] != "none" {
t.Fatalf("tool_choice = %v, want none after qwen-flash tool result", body["tool_choice"])
}
gotMessages, ok := body["messages"].([]interface{})
if !ok || len(gotMessages) != 3 {
t.Fatalf("messages = %T len=%d, want 3", body["messages"], len(gotMessages))
}
assistantMessage, _ := gotMessages[1].(map[string]interface{})
if _, ok := assistantMessage["tool_calls"].([]interface{}); !ok {
t.Errorf("assistant tool_calls = %T, want JSON array", assistantMessage["tool_calls"])
}
toolMessage, _ := gotMessages[2].(map[string]interface{})
if toolMessage["tool_call_id"] != "previous-call" {
t.Errorf("tool_call_id = %v, want previous-call", toolMessage["tool_call_id"])
}
}
func TestAliyunToolChoiceStopsOnlyQwenFlashAfterToolResult(t *testing.T) {
auto := "auto"
required := "required"
toolResult := []Message{{Role: "tool", Content: "result", ToolCallID: "call-1"}}
tests := []struct {
name string
model string
messages []Message
configured *string
want string
}{
{name: "qwen initial call", model: "qwen-flash", configured: &auto, want: "auto"},
{name: "qwen after tool result", model: "qwen-flash", messages: toolResult, configured: &auto, want: "none"},
{name: "versioned qwen after tool result", model: "qwen-flash-2025-07-28", messages: toolResult, configured: &auto, want: "none"},
{name: "other aliyun model", model: "qwen-plus", messages: toolResult, configured: &auto, want: "auto"},
{name: "explicit choice", model: "qwen-flash", messages: toolResult, configured: &required, want: "required"},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
if got := aliyunToolChoice(tt.model, tt.messages, tt.configured); got != tt.want {
t.Fatalf("aliyunToolChoice() = %q, want %q", got, tt.want)
}
})
}
}
func TestAliyunChatStreamlyWithSenderSupportsToolCalls(t *testing.T) {
requestBody := make(chan map[string]interface{}, 1)
requestPath := make(chan string, 1)
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
var body map[string]interface{}
if err := json.NewDecoder(r.Body).Decode(&body); err != nil {
http.Error(w, err.Error(), http.StatusBadRequest)
return
}
requestPath <- r.URL.Path
requestBody <- body
w.Header().Set("Content-Type", "text/event-stream")
_, _ = w.Write([]byte(`data: {"choices":[{"delta":{"tool_calls":[{"index":1,"id":"call-2","type":"function","function":{"name":"lookup","arguments":"{}"}}]},"finish_reason":null}]}
data: {"choices":[{"delta":{"tool_calls":[{"index":0,"id":"call-1","type":"function","function":{"name":"retrieval","arguments":"{\"query\":\""}}]},"finish_reason":null}]}
data: {"choices":[{"delta":{"tool_calls":[{"index":0,"function":{"arguments":"ragflow\"}"}}]},"finish_reason":"tool_calls"}]}
`))
}))
defer server.Close()
model := NewAliyunModel(
map[string]string{"default": server.URL},
URLSuffix{Chat: "compatible-mode/v1/chat/completions"},
)
apiKey := "test-key"
config := &ChatConfig{
Tools: []map[string]interface{}{{
"type": "function",
"function": map[string]interface{}{
"name": "retrieval",
"parameters": map[string]interface{}{"type": "object"},
},
}},
}
var streamed []string
err := model.ChatStreamlyWithSender(
"qwen-flash",
[]Message{{Role: "user", Content: "find ragflow"}},
&APIConfig{ApiKey: &apiKey},
config,
nil,
func(content, reasoning *string) error {
if reasoning != nil {
return errors.New("unexpected reasoning content")
}
if content != nil {
streamed = append(streamed, *content)
}
return nil
},
)
if err != nil {
t.Fatalf("ChatStreamlyWithSender: %v", err)
}
if got := <-requestPath; got != "/compatible-mode/v1/chat/completions" {
t.Errorf("request path = %q, want /compatible-mode/v1/chat/completions", got)
}
body := <-requestBody
if body["stream"] != true {
t.Errorf("stream = %v, want true", body["stream"])
}
if body["tool_choice"] != "auto" {
t.Errorf("tool_choice = %v, want auto", body["tool_choice"])
}
if _, ok := body["tools"].([]interface{}); !ok {
t.Fatalf("tools = %T, want JSON array", body["tools"])
}
if len(streamed) != 1 || streamed[0] != "[DONE]" {
t.Errorf("streamed content = %#v, want only [DONE]", streamed)
}
if config.ToolCallsResult == nil {
t.Fatal("ToolCallsResult is nil")
}
toolCalls := *config.ToolCallsResult
if len(toolCalls) != 2 {
t.Fatalf("tool calls = %d, want 2", len(toolCalls))
}
if toolCalls[0]["id"] != "call-1" || toolCalls[1]["id"] != "call-2" {
t.Fatalf("tool call order = [%v, %v], want [call-1, call-2]", toolCalls[0]["id"], toolCalls[1]["id"])
}
function, _ := toolCalls[0]["function"].(map[string]interface{})
if function["name"] != "retrieval" {
t.Errorf("function name = %v, want retrieval", function["name"])
}
if function["arguments"] != `{"query":"ragflow"}` {
t.Errorf("function arguments = %v, want complete JSON", function["arguments"])
}
}
func TestAliyunChatStreamlyWithSenderRejectsStreamFalse(t *testing.T) {
model := NewAliyunModel(
map[string]string{"default": "https://dashscope.example"},
URLSuffix{Chat: "compatible-mode/v1/chat/completions"},
)
apiKey := "test-key"
stream := false
err := model.ChatStreamlyWithSender(
"qwen-flash",
[]Message{{Role: "user", Content: "hello"}},
&APIConfig{ApiKey: &apiKey},
&ChatConfig{Stream: &stream},
nil,
func(_, _ *string) error { return nil },
)
if err == nil || err.Error() != "stream must be true in ChatStreamlyWithSender" {
t.Fatalf("error = %v, want stream validation error", err)
}
}