mirror of
https://github.com/infiniflow/ragflow.git
synced 2026-07-21 23:21:04 +08:00
e87008e26c
## 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.
754 lines
22 KiB
Go
754 lines
22 KiB
Go
//
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// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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//
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package models
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"sort"
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"strings"
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"ragflow/internal/common"
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)
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// AliyunModel implements ModelDriver for Aliyun
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type AliyunModel struct {
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baseModel BaseModel
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}
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// NewAliyunModel creates a new Aliyun model instance
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func NewAliyunModel(baseURL map[string]string, urlSuffix URLSuffix) *AliyunModel {
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return &AliyunModel{
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baseModel: BaseModel{
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BaseURL: baseURL,
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URLSuffix: urlSuffix,
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httpClient: NewDriverHTTPClient(),
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},
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}
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}
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func (a *AliyunModel) NewInstance(baseURL map[string]string) ModelDriver {
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return NewAliyunModel(baseURL, a.baseModel.URLSuffix)
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}
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func (a *AliyunModel) Name() string {
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return "Tongyi-Qianwen"
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}
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func (a *AliyunModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, modelUsage *common.ModelUsage) (*ChatResponse, error) {
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if err := a.baseModel.APIConfigCheck(apiConfig); err != nil {
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return nil, err
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}
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if len(messages) == 0 {
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return nil, fmt.Errorf("messages is empty")
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}
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resolvedBaseURL, err := a.baseModel.GetBaseURL(apiConfig)
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if err != nil {
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return nil, err
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}
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baseURL := resolvedBaseURL
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url := fmt.Sprintf("%s/%s", strings.TrimSuffix(baseURL, "/"), a.baseModel.URLSuffix.Chat)
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apiMessages := aliyunChatMessages(messages)
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// Build request body
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reqBody := map[string]interface{}{
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"model": modelName,
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"messages": apiMessages,
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"stream": false,
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"temperature": 1,
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}
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if chatModelConfig != nil {
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if chatModelConfig.Stream != nil {
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reqBody["stream"] = *chatModelConfig.Stream
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}
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if chatModelConfig.MaxTokens != nil {
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reqBody["max_tokens"] = *chatModelConfig.MaxTokens
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}
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if chatModelConfig.Temperature != nil {
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reqBody["temperature"] = *chatModelConfig.Temperature
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}
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if chatModelConfig.TopP != nil {
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reqBody["top_p"] = *chatModelConfig.TopP
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}
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if chatModelConfig.Stop != nil {
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reqBody["stop"] = *chatModelConfig.Stop
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}
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if chatModelConfig.Thinking != nil {
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if *chatModelConfig.Thinking {
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reqBody["enable_thinking"] = true
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} else {
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reqBody["enable_thinking"] = false
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}
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}
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if chatModelConfig.Tools != nil {
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reqBody["tools"] = chatModelConfig.Tools
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reqBody["tool_choice"] = aliyunToolChoice(modelName, messages, chatModelConfig.ToolChoice)
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}
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}
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jsonData, err := json.Marshal(reqBody)
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if err != nil {
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return nil, fmt.Errorf("failed to marshal request: %w", err)
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}
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ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
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defer cancel()
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req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
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if err != nil {
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return nil, fmt.Errorf("failed to create request: %w", err)
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}
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req.Header.Set("Content-Type", "application/json")
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req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
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resp, err := a.baseModel.httpClient.Do(req)
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if err != nil {
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return nil, fmt.Errorf("failed to send request: %w", err)
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}
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defer resp.Body.Close()
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body, err := io.ReadAll(resp.Body)
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if err != nil {
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return nil, fmt.Errorf("failed to read response: %w", err)
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}
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if resp.StatusCode != http.StatusOK {
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return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(body))
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}
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// Parse response
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var result map[string]interface{}
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if err = json.Unmarshal(body, &result); err != nil {
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return nil, fmt.Errorf("failed to parse response: %w", err)
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}
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choices, ok := result["choices"].([]interface{})
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if !ok || len(choices) == 0 {
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return nil, fmt.Errorf("no choices in response")
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}
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firstChoice, ok := choices[0].(map[string]interface{})
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if !ok {
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return nil, fmt.Errorf("invalid choice format")
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}
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messageMap, ok := firstChoice["message"].(map[string]interface{})
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if !ok {
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return nil, fmt.Errorf("invalid message format")
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}
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answer, hasAnswer := messageMap["content"].(string)
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toolCalls := aliyunToolCalls(messageMap)
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if !hasAnswer && len(toolCalls) == 0 {
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return nil, fmt.Errorf("response contains neither content nor tool calls")
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}
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var reasonContent string
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if chatModelConfig != nil && chatModelConfig.Thinking != nil && *chatModelConfig.Thinking {
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reasonContent, ok = messageMap["reasoning_content"].(string)
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if !ok {
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return nil, fmt.Errorf("invalid content format")
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}
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// if first char of reasonContent is \n remove the '\n'
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if reasonContent != "" && reasonContent[0] == '\n' {
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reasonContent = reasonContent[1:]
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}
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}
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chatResponse := &ChatResponse{
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Answer: &answer,
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ReasonContent: &reasonContent,
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ToolCalls: toolCalls,
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}
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return chatResponse, nil
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}
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// ChatStreamlyWithSender sends messages and streams response via sender function (best performance, no channel)
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func (a *AliyunModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error {
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if err := a.baseModel.APIConfigCheck(apiConfig); err != nil {
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return err
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}
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if len(messages) == 0 {
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return fmt.Errorf("messages is empty")
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}
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resolvedBaseURL, err := a.baseModel.GetBaseURL(apiConfig)
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if err != nil {
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return err
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}
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baseURL := resolvedBaseURL
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url := fmt.Sprintf("%s/%s", strings.TrimSuffix(baseURL, "/"), a.baseModel.URLSuffix.Chat)
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apiMessages := aliyunChatMessages(messages)
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// Build request body with streaming enabled
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reqBody := map[string]interface{}{
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"model": modelName,
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"messages": apiMessages,
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"stream": true,
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"temperature": 1,
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}
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if chatModelConfig != nil {
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if chatModelConfig.Stream != nil && !*chatModelConfig.Stream {
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return fmt.Errorf("stream must be true in ChatStreamlyWithSender")
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}
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chatModelConfig.ToolCallsResult = nil
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if chatModelConfig.MaxTokens != nil {
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reqBody["max_tokens"] = *chatModelConfig.MaxTokens
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}
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if chatModelConfig.Temperature != nil {
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reqBody["temperature"] = *chatModelConfig.Temperature
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}
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if chatModelConfig.DoSample != nil {
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reqBody["do_sample"] = *chatModelConfig.DoSample
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}
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if chatModelConfig.TopP != nil {
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reqBody["top_p"] = *chatModelConfig.TopP
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}
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if chatModelConfig.Stop != nil {
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reqBody["stop"] = *chatModelConfig.Stop
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}
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if chatModelConfig.Thinking != nil {
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reqBody["enable_thinking"] = *chatModelConfig.Thinking
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}
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if chatModelConfig.Tools != nil {
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reqBody["tools"] = chatModelConfig.Tools
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reqBody["tool_choice"] = aliyunToolChoice(modelName, messages, chatModelConfig.ToolChoice)
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}
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}
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jsonData, err := json.Marshal(reqBody)
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if err != nil {
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return fmt.Errorf("failed to marshal request: %w", err)
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}
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ctx, cancel := context.WithTimeout(context.Background(), streamCallTimeout)
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defer cancel()
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req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
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if err != nil {
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return fmt.Errorf("failed to create request: %w", err)
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}
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req.Header.Set("Content-Type", "application/json")
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req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
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resp, err := a.baseModel.httpClient.Do(req)
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if err != nil {
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return fmt.Errorf("failed to send request: %w", err)
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}
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defer resp.Body.Close()
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if resp.StatusCode != http.StatusOK {
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body, _ := io.ReadAll(resp.Body)
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return fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(body))
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}
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sawTerminal := false
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accumulatedToolCalls := make(map[int]map[string]interface{})
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done, err := ParseSSEStream[map[string]interface{}](resp.Body, func(event map[string]interface{}) error {
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common.Info(fmt.Sprintf("%v", event))
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choices, ok := event["choices"].([]interface{})
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if !ok || len(choices) == 0 {
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return nil
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}
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firstChoice, ok := choices[0].(map[string]interface{})
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if !ok {
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return nil
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}
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if finishReason, ok := firstChoice["finish_reason"].(string); ok && finishReason != "" {
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sawTerminal = true
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}
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delta, ok := firstChoice["delta"].(map[string]interface{})
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if !ok {
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return nil
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}
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if toolCalls, ok := delta["tool_calls"].([]interface{}); ok {
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for _, rawToolCall := range toolCalls {
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toolCall, ok := rawToolCall.(map[string]interface{})
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if !ok {
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continue
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}
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mergeAliyunToolCallDelta(accumulatedToolCalls, toolCall)
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}
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return nil
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}
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content, ok := delta["content"].(string)
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if ok && content != "" {
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if err := sender(&content, nil); err != nil {
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return err
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}
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}
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reasoningContent, ok := delta["reasoning_content"].(string)
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if ok && reasoningContent != "" {
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if err := sender(nil, &reasoningContent); err != nil {
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return err
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}
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}
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return nil
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})
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if err != nil {
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return fmt.Errorf("failed to scan response body: %w", err)
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}
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if !done && !sawTerminal {
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return fmt.Errorf("aliyun: stream ended before [DONE] or finish_reason")
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}
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if len(accumulatedToolCalls) > 0 && chatModelConfig != nil {
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indices := make([]int, 0, len(accumulatedToolCalls))
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for index := range accumulatedToolCalls {
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indices = append(indices, index)
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}
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sort.Ints(indices)
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toolCalls := make([]map[string]interface{}, 0, len(indices))
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for _, index := range indices {
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toolCalls = append(toolCalls, accumulatedToolCalls[index])
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}
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chatModelConfig.ToolCallsResult = &toolCalls
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}
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// Send [DONE] marker for OpenAI compatibility
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endOfStream := "[DONE]"
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return sender(&endOfStream, nil)
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}
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func mergeAliyunToolCallDelta(accumulated map[int]map[string]interface{}, delta map[string]interface{}) {
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indexValue, ok := delta["index"].(float64)
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if !ok {
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return
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}
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index := int(indexValue)
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toolCall, exists := accumulated[index]
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if !exists {
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toolCall = map[string]interface{}{"index": indexValue}
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accumulated[index] = toolCall
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}
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for _, field := range []string{"id", "type"} {
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if value, ok := delta[field].(string); ok && value != "" {
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toolCall[field] = value
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}
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}
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functionDelta, ok := delta["function"].(map[string]interface{})
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if !ok {
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return
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}
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function, ok := toolCall["function"].(map[string]interface{})
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if !ok {
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function = make(map[string]interface{})
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toolCall["function"] = function
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}
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if name, ok := functionDelta["name"].(string); ok && name != "" {
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function["name"] = name
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}
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if arguments, ok := functionDelta["arguments"].(string); ok {
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currentArguments, _ := function["arguments"].(string)
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function["arguments"] = currentArguments + arguments
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}
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}
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func aliyunChatMessages(messages []Message) []map[string]interface{} {
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apiMessages := make([]map[string]interface{}, len(messages))
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for i, msg := range messages {
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apiMessage := map[string]interface{}{
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"role": msg.Role,
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"content": msg.Content,
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}
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if msg.ToolCallID != "" {
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apiMessage["tool_call_id"] = msg.ToolCallID
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}
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if len(msg.ToolCalls) > 0 {
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apiMessage["tool_calls"] = msg.ToolCalls
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}
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apiMessages[i] = apiMessage
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}
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return apiMessages
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}
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// aliyunToolChoice prevents qwen-flash from repeatedly issuing another tool call
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// after a tool result has already been supplied. With "auto", qwen-flash can
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// keep emitting tool_calls even for a successful result until the ReAct graph
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// exhausts its step limit. Other models, initial calls, and explicit choices
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// retain their configured behavior.
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func aliyunToolChoice(modelName string, messages []Message, configured *string) string {
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choice := "auto"
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if configured != nil && strings.TrimSpace(*configured) != "" {
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choice = *configured
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}
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if !strings.EqualFold(strings.TrimSpace(choice), "auto") {
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return choice
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}
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if !strings.HasPrefix(strings.ToLower(strings.TrimSpace(modelName)), "qwen-flash") {
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return choice
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}
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for _, message := range messages {
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if strings.EqualFold(message.Role, "tool") && message.ToolCallID != "" {
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return "none"
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}
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}
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return choice
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}
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func aliyunToolCalls(message map[string]interface{}) []map[string]interface{} {
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rawToolCalls, ok := message["tool_calls"].([]interface{})
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if !ok {
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return nil
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}
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toolCalls := make([]map[string]interface{}, 0, len(rawToolCalls))
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for _, rawToolCall := range rawToolCalls {
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if toolCall, ok := rawToolCall.(map[string]interface{}); ok {
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toolCalls = append(toolCalls, toolCall)
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}
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}
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return toolCalls
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}
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type aliyunEmbeddingResponse struct {
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Data []EmbeddingData `json:"data"`
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Model string `json:"model"`
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Object string `json:"object"`
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Usage aliyunUsage `json:"usage"`
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ID string `json:"id"`
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}
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type aliyunEmbeddingData struct {
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Embedding []float64 `json:"embedding"`
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Index int `json:"index"`
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Object string `json:"object"`
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}
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type aliyunUsage struct {
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PromptTokens int `json:"prompt_tokens"`
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TotalTokens int `json:"total_tokens"`
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}
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// Embed embeds a list of texts into embeddings
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func (a *AliyunModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig, modelUsage *common.ModelUsage) ([]EmbeddingData, error) {
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if err := a.baseModel.APIConfigCheck(apiConfig); err != nil {
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return nil, err
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}
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if len(texts) == 0 {
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return []EmbeddingData{}, nil
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}
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if modelName == nil || *modelName == "" {
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return nil, fmt.Errorf("model name is required")
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}
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resolvedBaseURL, err := a.baseModel.GetBaseURL(apiConfig)
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if err != nil {
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return nil, err
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}
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baseURL := resolvedBaseURL
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url := fmt.Sprintf("%s/%s", strings.TrimSuffix(baseURL, "/"), a.baseModel.URLSuffix.Embedding)
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reqBody := map[string]interface{}{
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"model": *modelName,
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"input": texts,
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}
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jsonData, err := json.Marshal(reqBody)
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if err != nil {
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return nil, fmt.Errorf("failed to marshal request: %w", err)
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}
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ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
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defer cancel()
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req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
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if err != nil {
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return nil, fmt.Errorf("failed to create request: %w", err)
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}
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req.Header.Set("Content-Type", "application/json")
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req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
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resp, err := a.baseModel.httpClient.Do(req)
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if err != nil {
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return nil, fmt.Errorf("failed to send request: %w", err)
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}
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defer resp.Body.Close()
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body, err := io.ReadAll(resp.Body)
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if err != nil {
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return nil, fmt.Errorf("failed to read response: %w", err)
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}
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if resp.StatusCode != http.StatusOK {
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return nil, fmt.Errorf("Aliyun embeddings API error: %s, body: %s", resp.Status, string(body))
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}
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var parsed aliyunEmbeddingResponse
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|
if err = json.Unmarshal(body, &parsed); err != nil {
|
|
return nil, fmt.Errorf("failed to parse response: %w", err)
|
|
}
|
|
|
|
var embeddings []EmbeddingData
|
|
for _, dataElem := range parsed.Data {
|
|
var embeddingData EmbeddingData
|
|
embeddingData.Embedding = dataElem.Embedding
|
|
embeddingData.Index = dataElem.Index
|
|
embeddings = append(embeddings, embeddingData)
|
|
}
|
|
|
|
return embeddings, nil
|
|
}
|
|
|
|
type aliyunRerankRequest struct {
|
|
Model string `json:"model"`
|
|
Query string `json:"query"`
|
|
Documents []string `json:"documents"`
|
|
TopN int `json:"top_n"`
|
|
ReturnDocuments bool `json:"return_documents"`
|
|
}
|
|
|
|
type aliyunRerankResponse struct {
|
|
Results []struct {
|
|
Index int `json:"index"`
|
|
RelevanceScore float64 `json:"relevance_score"`
|
|
} `json:"results"`
|
|
}
|
|
|
|
func (a *AliyunModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig, modelUsage *common.ModelUsage) (*RerankResponse, error) {
|
|
if err := a.baseModel.APIConfigCheck(apiConfig); err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
if len(documents) == 0 {
|
|
return &RerankResponse{}, nil
|
|
}
|
|
if modelName == nil || *modelName == "" {
|
|
return nil, fmt.Errorf("model name is required")
|
|
}
|
|
|
|
resolvedBaseURL, err := a.baseModel.GetBaseURL(apiConfig)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
baseURL := resolvedBaseURL
|
|
|
|
url := fmt.Sprintf("%s/%s", strings.TrimSuffix(baseURL, "/"), a.baseModel.URLSuffix.Rerank)
|
|
|
|
var topN = rerankConfig.TopN
|
|
if rerankConfig.TopN == 0 {
|
|
topN = len(documents)
|
|
}
|
|
|
|
reqBody := aliyunRerankRequest{
|
|
Model: *modelName,
|
|
Query: query,
|
|
Documents: documents,
|
|
TopN: topN,
|
|
ReturnDocuments: false,
|
|
}
|
|
|
|
jsonData, err := json.Marshal(reqBody)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to marshal request: %w", err)
|
|
}
|
|
|
|
ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
|
|
defer cancel()
|
|
|
|
req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to create request: %w", err)
|
|
}
|
|
|
|
req.Header.Set("Content-Type", "application/json")
|
|
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
|
|
|
|
resp, err := a.baseModel.httpClient.Do(req)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to send request: %w", err)
|
|
}
|
|
defer resp.Body.Close()
|
|
|
|
body, err := io.ReadAll(resp.Body)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to read response: %w", err)
|
|
}
|
|
|
|
if resp.StatusCode != http.StatusOK {
|
|
return nil, fmt.Errorf("Aliyun rerank API error: %s, body: %s", resp.Status, string(body))
|
|
}
|
|
|
|
var rerankResponse RerankResponse
|
|
if err = json.Unmarshal(body, &rerankResponse); err != nil {
|
|
return nil, fmt.Errorf("failed to parse response: %w", err)
|
|
}
|
|
|
|
return &rerankResponse, nil
|
|
}
|
|
|
|
// TranscribeAudio transcribe audio
|
|
func (a *AliyunModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage) (*ASRResponse, error) {
|
|
return nil, fmt.Errorf("%s, no such method", a.Name())
|
|
}
|
|
|
|
func (a *AliyunModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error {
|
|
return fmt.Errorf("%s, no such method", a.Name())
|
|
}
|
|
|
|
// AudioSpeech convert text to audio
|
|
func (a *AliyunModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage) (*TTSResponse, error) {
|
|
return nil, fmt.Errorf("%s, no such method", a.Name())
|
|
}
|
|
|
|
func (a *AliyunModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error {
|
|
return fmt.Errorf("%s, no such method", a.Name())
|
|
}
|
|
|
|
// OCRFile OCR file
|
|
func (a *AliyunModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig, modelUsage *common.ModelUsage) (*OCRFileResponse, error) {
|
|
return nil, fmt.Errorf("%s, no such method", a.Name())
|
|
}
|
|
|
|
// ParseFile parse file
|
|
func (a *AliyunModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig, modelUsage *common.ModelUsage) (*ParseFileResponse, error) {
|
|
return nil, fmt.Errorf("%s, no such method", a.Name())
|
|
}
|
|
|
|
type AliyunModelItem struct {
|
|
ModelName string `json:"model_name"`
|
|
BaseCapacity int `json:"base_capacity"`
|
|
}
|
|
|
|
type AliyunModelOutput struct {
|
|
Models []AliyunModelItem `json:"models"`
|
|
PageNo int `json:"page_no"`
|
|
PageSize int `json:"page_size"`
|
|
Total int `json:"total"`
|
|
}
|
|
|
|
type AliyunModelList struct {
|
|
RequestID string `json:"request_id"`
|
|
Output AliyunModelOutput `json:"output"`
|
|
}
|
|
|
|
func (a *AliyunModel) ListModels(apiConfig *APIConfig) ([]ListModelResponse, error) {
|
|
if err := a.baseModel.APIConfigCheck(apiConfig); err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
resolvedBaseURL, err := a.baseModel.GetBaseURL(apiConfig)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
baseURL := resolvedBaseURL
|
|
|
|
url := fmt.Sprintf("%s/%s", strings.TrimSuffix(baseURL, "/"), a.baseModel.URLSuffix.Models)
|
|
|
|
// Build request body
|
|
reqBody := map[string]interface{}{}
|
|
|
|
jsonData, err := json.Marshal(reqBody)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to marshal request: %w", err)
|
|
}
|
|
|
|
ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
|
|
defer cancel()
|
|
|
|
req, err := http.NewRequestWithContext(ctx, "GET", url, bytes.NewBuffer(jsonData))
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to create request: %w", err)
|
|
}
|
|
|
|
req.Header.Set("Content-Type", "application/json")
|
|
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
|
|
|
|
resp, err := a.baseModel.httpClient.Do(req)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to send request: %w", err)
|
|
}
|
|
defer resp.Body.Close()
|
|
|
|
body, err := io.ReadAll(resp.Body)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to read response: %w", err)
|
|
}
|
|
|
|
if resp.StatusCode != http.StatusOK {
|
|
return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(body))
|
|
}
|
|
|
|
var modelList ModelList
|
|
if err = json.Unmarshal(body, &modelList); err != nil {
|
|
return nil, fmt.Errorf("failed to parse response: %w", err)
|
|
}
|
|
|
|
return ParseListModel(modelList), nil
|
|
}
|
|
|
|
func (a *AliyunModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) {
|
|
return nil, fmt.Errorf("%s, no such method", a.Name())
|
|
}
|
|
|
|
func (a *AliyunModel) CheckConnection(apiConfig *APIConfig) error {
|
|
_, err := a.ListModels(apiConfig)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (a *AliyunModel) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) {
|
|
return nil, fmt.Errorf("%s, no such method", a.Name())
|
|
}
|
|
|
|
func (a *AliyunModel) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) {
|
|
return nil, fmt.Errorf("%s, no such method", a.Name())
|
|
}
|