2026-06-03 16:33:58 +08:00
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//
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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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2026-05-08 12:02:37 +08:00
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package models
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import (
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"bufio"
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"bytes"
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2026-06-02 03:27:26 -04:00
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"context"
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2026-05-21 21:19:38 -10:00
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"encoding/base64"
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2026-05-08 12:02:37 +08:00
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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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2026-05-21 21:19:38 -10:00
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"os"
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"path/filepath"
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2026-05-08 12:02:37 +08:00
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"ragflow/internal/common"
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"strings"
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"time"
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)
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// OpenRouterModel implements ModelDriver for OpenRouter AI
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type OpenRouterModel struct {
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baseModel BaseModel
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}
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// NewOpenRouterModel creates a new OpenRouter AI model instance
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func NewOpenRouterModel(baseURL map[string]string, urlSuffix URLSuffix) *OpenRouterModel {
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return &OpenRouterModel{
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baseModel: BaseModel{
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BaseURL: baseURL,
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URLSuffix: urlSuffix,
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httpClient: &http.Client{
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Transport: &http.Transport{
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MaxIdleConns: 10,
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MaxIdleConnsPerHost: 100,
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IdleConnTimeout: 90 * time.Second,
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DisableCompression: false,
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},
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2026-05-08 12:02:37 +08:00
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},
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},
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}
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}
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func (o *OpenRouterModel) NewInstance(baseURL map[string]string) ModelDriver {
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return NewOpenRouterModel(baseURL, o.baseModel.URLSuffix)
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2026-05-08 12:02:37 +08:00
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}
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func (o *OpenRouterModel) Name() string {
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return "openrouter"
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}
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func (o *OpenRouterModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) {
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if err := o.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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2026-06-04 17:50:22 +08:00
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resolvedBaseURL, err := o.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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url := fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.Chat)
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// Convert messages to API format
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apiMessages := make([]map[string]interface{}, len(messages))
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for i, msg := range messages {
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apiMessages[i] = 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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}
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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.Temperature != nil {
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reqBody["temperature"] = *chatModelConfig.Temperature
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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.Stream != nil {
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reqBody["stream"] = *chatModelConfig.Stream
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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.DoSample != nil {
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reqBody["do_sample"] = *chatModelConfig.DoSample
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}
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2026-05-18 16:57:42 +08:00
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if chatModelConfig.Effort != nil {
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reqBody["reasoning"] = map[string]interface{}{
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"effort": chatModelConfig.Effort,
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}
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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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2026-06-02 03:27:26 -04:00
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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.Add("Content-Type", "application/json")
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req.Header.Add("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
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2026-06-04 17:50:22 +08:00
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resp, err := o.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 body: %w", err)
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}
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if resp.StatusCode != http.StatusOK {
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return nil, fmt.Errorf("failed to send request: %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 unmarshal response: %w", err)
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}
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choices, ok := result["choices"].([]interface{})
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if !ok {
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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("no choices in response")
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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("no message in response")
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}
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content, ok := messageMap["content"].(string)
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if !ok {
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return nil, fmt.Errorf("no message in response")
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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"].(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 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: &content,
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ReasonContent: &reasonContent,
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}
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return chatResponse, nil
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}
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func (o *OpenRouterModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, modelConfig *ChatConfig, sender func(*string, *string) error) error {
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if err := o.baseModel.APIConfigCheck(apiConfig); err != nil {
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return err
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}
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2026-05-08 12:02:37 +08:00
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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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2026-06-04 17:50:22 +08:00
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resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig)
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if err != nil {
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return err
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}
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2026-06-04 17:50:22 +08:00
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url := fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.Chat)
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2026-05-08 12:02:37 +08:00
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modelType := strings.Split(modelName, "_")[0]
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if modelType == "qwen" || modelType == "glm" {
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2026-06-04 17:50:22 +08:00
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url = fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.AsyncChat)
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}
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// Convert messages to API format
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apiMessages := make([]map[string]interface{}, len(messages))
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for i, msg := range messages {
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apiMessages[i] = 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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}
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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 modelConfig != nil {
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if modelConfig.Stream != nil {
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reqBody["stream"] = *modelConfig.Stream
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}
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if modelConfig.MaxTokens != nil {
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reqBody["max_tokens"] = *modelConfig.MaxTokens
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}
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if modelConfig.Temperature != nil {
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reqBody["temperature"] = *modelConfig.Temperature
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}
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if modelConfig.DoSample != nil {
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reqBody["do_sample"] = *modelConfig.DoSample
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}
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if modelConfig.TopP != nil {
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reqBody["top_p"] = *modelConfig.TopP
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}
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if modelConfig.Stop != nil {
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reqBody["stop"] = *modelConfig.Stop
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}
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if modelConfig.Thinking != nil {
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if *modelConfig.Thinking {
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reqBody["thinking"] = map[string]interface{}{
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"type": "enabled",
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}
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} else {
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reqBody["thinking"] = map[string]interface{}{
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"type": "disabled",
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}
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}
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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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2026-06-02 03:27:26 -04:00
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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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2026-06-04 17:50:22 +08:00
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resp, err := o.baseModel.httpClient.Do(req)
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2026-05-08 12:02:37 +08:00
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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("invalid status code: %d, body: %s", resp.StatusCode, string(body))
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}
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// SSE parsing: read line by line
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scanner := bufio.NewScanner(resp.Body)
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fix(go-models): raise SSE scanner buffer so large stream chunks are not dropped (#15382)
### Summary
Closes #15381
Every provider in `internal/entity/models/` reads its streaming response
with `bufio.NewScanner(resp.Body)` and iterates over `scanner.Scan()`.
The default `bufio.Scanner` maximum token size is 64KB, so when an
upstream sends a single SSE `data:` line larger than 64KB (long content
deltas, large tool or function call argument blobs, bundled
`reasoning_content`, or providers that emit a whole message in one
event) `scanner.Scan()` returns `false` and `scanner.Err()` returns
`bufio.ErrTooLong`. Streaming chat then ends with an error partway
through the response.
This change adds `scanner.Buffer(make([]byte, 64*1024), 1024*1024)`
immediately after every SSE scanner that was still bare, raising the cap
to 1MB. 1MB is the value already used for streaming chat in `openai.go`,
`modelscope.go`, `groq.go`, `mistral.go`, `xai.go` and the other already
patched providers (the 8MB cap in the repo is reserved for TTS and
embedding paths), so this simply converges the remaining providers onto
the established pattern. Nothing else changes: line parsing, `data:`
prefix handling, `[DONE]` detection, JSON unmarshalling, error handling,
and the existing `scanner.Err()` checks all stay the same.
Providers covered (23 scanners across 22 files): 302ai, aliyun,
baichuan, baidu, cohere, deepinfra, deepseek, gitee, huggingface,
lmstudio, minimax (the chat scanner, whose TTS scanner was already
bumped), moonshot, nvidia, ollama, openrouter, orcarouter, paddleocr,
siliconflow, tokenhub, vllm, volcengine, xunfei, zhipu-ai. `jiekouai.go`
is excluded because it is covered by the in flight #15337.
A table driven regression test (`sse_scanner_buffer_test.go`) streams a
single 128KB `data:` content delta followed by `data: [DONE]` through an
`httptest` server and asserts that `ChatStreamlyWithSender` delivers the
full content with no error across a representative subset of providers.
Without the buffer fix the test fails with `bufio.Scanner: token too
long`.
This PR also removes three duplicate declarations of the package level
`roundTripperFunc` test helper that several recently merged provider PRs
each added independently, which had left the `internal/entity/models`
test package unable to compile. The helper now lives in a single place
and is shared.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
2026-05-29 07:34:00 -04:00
|
|
|
scanner.Buffer(make([]byte, 64*1024), 1024*1024)
|
2026-05-08 12:02:37 +08:00
|
|
|
for scanner.Scan() {
|
|
|
|
|
line := scanner.Text()
|
|
|
|
|
common.Info(line)
|
|
|
|
|
|
|
|
|
|
// SSE data line starts with "data:"
|
|
|
|
|
if !strings.HasPrefix(line, "data:") {
|
|
|
|
|
continue
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// Extract JSON after "data:"
|
|
|
|
|
data := strings.TrimSpace(line[5:])
|
|
|
|
|
|
|
|
|
|
// [DONE] marks the end of stream
|
|
|
|
|
if data == "[DONE]" {
|
|
|
|
|
break
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// Parse the JSON event
|
|
|
|
|
var event map[string]interface{}
|
|
|
|
|
if err = json.Unmarshal([]byte(data), &event); err != nil {
|
|
|
|
|
continue
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
choices, ok := event["choices"].([]interface{})
|
|
|
|
|
if !ok || len(choices) == 0 {
|
|
|
|
|
continue
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
firstChoice, ok := choices[0].(map[string]interface{})
|
|
|
|
|
if !ok {
|
|
|
|
|
continue
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
delta, ok := firstChoice["delta"].(map[string]interface{})
|
|
|
|
|
if !ok {
|
|
|
|
|
continue
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
reasoningContent, ok := delta["reasoning"].(string)
|
|
|
|
|
if ok && reasoningContent != "" {
|
|
|
|
|
if err := sender(nil, &reasoningContent); err != nil {
|
|
|
|
|
return err
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
content, ok := delta["content"].(string)
|
|
|
|
|
if ok && content != "" {
|
|
|
|
|
if err := sender(&content, nil); err != nil {
|
|
|
|
|
return err
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
finishReason, ok := firstChoice["finish_reason"].(string)
|
|
|
|
|
if ok && finishReason != "" {
|
|
|
|
|
break
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// Send [DONE] marker for OpenAI compatibility
|
|
|
|
|
endOfStream := "[DONE]"
|
|
|
|
|
if err = sender(&endOfStream, nil); err != nil {
|
|
|
|
|
return err
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
return scanner.Err()
|
|
|
|
|
}
|
|
|
|
|
|
2026-05-11 00:57:11 -04:00
|
|
|
type openrouterEmbeddingResponse struct {
|
2026-05-11 14:45:30 +08:00
|
|
|
Data []openrouterEmbeddingData `json:"data"`
|
|
|
|
|
Model string `json:"model"`
|
|
|
|
|
Object string `json:"object"`
|
|
|
|
|
Usage openrouterUsage `json:"usage"`
|
2026-05-11 00:57:11 -04:00
|
|
|
}
|
|
|
|
|
|
2026-05-11 14:45:30 +08:00
|
|
|
type openrouterEmbeddingData struct {
|
|
|
|
|
Embedding []float64 `json:"embedding"`
|
|
|
|
|
Object string `json:"object"`
|
|
|
|
|
Index int `json:"index"`
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
type openrouterUsage struct {
|
|
|
|
|
PromptTokens int `json:"prompt_tokens"`
|
|
|
|
|
TotalTokens int `json:"total_tokens"`
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
func (o *OpenRouterModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) {
|
2026-06-04 17:50:22 +08:00
|
|
|
if err := o.baseModel.APIConfigCheck(apiConfig); err != nil {
|
|
|
|
|
return nil, err
|
|
|
|
|
}
|
|
|
|
|
|
2026-05-08 13:56:45 +08:00
|
|
|
if len(texts) == 0 {
|
2026-05-11 14:45:30 +08:00
|
|
|
return []EmbeddingData{}, nil
|
2026-05-08 13:56:45 +08:00
|
|
|
}
|
2026-05-11 00:57:11 -04:00
|
|
|
if modelName == nil || *modelName == "" {
|
|
|
|
|
return nil, fmt.Errorf("model name is required")
|
|
|
|
|
}
|
2026-05-08 13:56:45 +08:00
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, err
|
2026-05-08 13:56:45 +08:00
|
|
|
}
|
2026-06-04 17:50:22 +08:00
|
|
|
url := fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.Embedding)
|
2026-05-08 13:56:45 +08:00
|
|
|
|
|
|
|
|
reqBody := map[string]interface{}{
|
|
|
|
|
"model": *modelName,
|
|
|
|
|
"input": texts,
|
|
|
|
|
}
|
|
|
|
|
|
2026-05-11 00:57:11 -04:00
|
|
|
if embeddingConfig != nil && embeddingConfig.Dimension > 0 {
|
|
|
|
|
reqBody["dimensions"] = embeddingConfig.Dimension
|
|
|
|
|
}
|
|
|
|
|
|
2026-05-08 13:56:45 +08:00
|
|
|
jsonData, err := json.Marshal(reqBody)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to marshal request: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
2026-06-02 03:27:26 -04:00
|
|
|
ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
|
|
|
|
|
defer cancel()
|
|
|
|
|
|
|
|
|
|
req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
|
2026-05-08 13:56:45 +08:00
|
|
|
if err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to create request: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
req.Header.Set("Content-Type", "application/json")
|
2026-06-04 17:50:22 +08:00
|
|
|
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
|
2026-05-08 13:56:45 +08:00
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resp, err := o.baseModel.httpClient.Do(req)
|
2026-05-08 13:56:45 +08:00
|
|
|
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("OpenRouter embedding API error: status %d, body: %s", resp.StatusCode, string(body))
|
|
|
|
|
}
|
|
|
|
|
|
2026-05-11 14:45:30 +08:00
|
|
|
var parsed openrouterEmbeddingResponse
|
|
|
|
|
if err = json.Unmarshal(body, &parsed); err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to parse response: %w", err)
|
2026-05-08 13:56:45 +08:00
|
|
|
}
|
|
|
|
|
|
2026-05-11 14:45:30 +08:00
|
|
|
var embeddings []EmbeddingData
|
|
|
|
|
for _, dataElem := range parsed.Data {
|
|
|
|
|
var embeddingData EmbeddingData
|
|
|
|
|
embeddingData.Embedding = dataElem.Embedding
|
|
|
|
|
embeddingData.Index = dataElem.Index
|
|
|
|
|
embeddings = append(embeddings, embeddingData)
|
2026-05-08 13:56:45 +08:00
|
|
|
}
|
|
|
|
|
|
|
|
|
|
return embeddings, nil
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// OpenRouterRerankRequest OpenRouter official rerank request format
|
|
|
|
|
type OpenRouterRerankRequest struct {
|
|
|
|
|
Model string `json:"model"`
|
|
|
|
|
Query string `json:"query"`
|
|
|
|
|
Documents []string `json:"documents"`
|
|
|
|
|
TopN int `json:"top_n,omitempty"`
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// OpenRouterRerankResponse OpenRouter official rerank response format
|
|
|
|
|
type OpenRouterRerankResponse struct {
|
|
|
|
|
Model string `json:"model"`
|
|
|
|
|
ID string `json:"id"`
|
|
|
|
|
Results []struct {
|
|
|
|
|
Index int `json:"index"`
|
|
|
|
|
RelevanceScore float64 `json:"relevance_score"`
|
|
|
|
|
Document *struct {
|
|
|
|
|
Text string `json:"text"`
|
|
|
|
|
} `json:"document,omitempty"`
|
|
|
|
|
} `json:"results"`
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
2026-05-09 17:41:54 +08:00
|
|
|
func (o *OpenRouterModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig) (*RerankResponse, error) {
|
2026-06-04 17:50:22 +08:00
|
|
|
if err := o.baseModel.APIConfigCheck(apiConfig); err != nil {
|
|
|
|
|
return nil, err
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
if len(documents) == 0 {
|
|
|
|
|
return &RerankResponse{}, nil
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
2026-05-09 17:41:54 +08:00
|
|
|
var topN = rerankConfig.TopN
|
|
|
|
|
if rerankConfig.TopN == 0 {
|
|
|
|
|
topN = len(documents)
|
|
|
|
|
}
|
|
|
|
|
|
2026-05-08 13:56:45 +08:00
|
|
|
reqBody := OpenRouterRerankRequest{
|
|
|
|
|
Model: *modelName,
|
|
|
|
|
Query: query,
|
2026-05-09 17:41:54 +08:00
|
|
|
Documents: documents,
|
|
|
|
|
TopN: topN,
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
|
|
|
|
jsonData, err := json.Marshal(reqBody)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to marshal request: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, err
|
|
|
|
|
}
|
|
|
|
|
url := fmt.Sprintf("%s/%s", strings.TrimSuffix(resolvedBaseURL, "/"), o.baseModel.URLSuffix.Rerank)
|
2026-05-08 12:02:37 +08:00
|
|
|
|
2026-06-02 03:27:26 -04:00
|
|
|
ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
|
|
|
|
|
defer cancel()
|
|
|
|
|
|
|
|
|
|
req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
|
2026-05-08 12:02:37 +08:00
|
|
|
if err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to create request: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
req.Header.Set("Content-Type", "application/json")
|
2026-05-08 13:56:45 +08:00
|
|
|
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
|
2026-05-08 12:02:37 +08:00
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resp, err := o.baseModel.httpClient.Do(req)
|
2026-05-08 12:02:37 +08:00
|
|
|
if err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to send request: %w", err)
|
|
|
|
|
}
|
|
|
|
|
defer resp.Body.Close()
|
|
|
|
|
|
2026-05-08 13:56:45 +08:00
|
|
|
body, err := io.ReadAll(resp.Body)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to read response: %w", err)
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
2026-05-08 13:56:45 +08:00
|
|
|
if resp.StatusCode != http.StatusOK {
|
|
|
|
|
return nil, fmt.Errorf("OpenRouter Rerank API error: %s, body: %s", resp.Status, string(body))
|
|
|
|
|
}
|
2026-05-08 12:02:37 +08:00
|
|
|
|
2026-05-08 13:56:45 +08:00
|
|
|
var rerankResp OpenRouterRerankResponse
|
|
|
|
|
if err = json.Unmarshal(body, &rerankResp); err != nil {
|
2026-05-08 12:02:37 +08:00
|
|
|
return nil, fmt.Errorf("failed to decode response: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
2026-05-09 17:41:54 +08:00
|
|
|
var rerankResponse RerankResponse
|
2026-05-08 12:02:37 +08:00
|
|
|
for _, result := range rerankResp.Results {
|
2026-05-09 17:41:54 +08:00
|
|
|
rerankResult := RerankResult{
|
|
|
|
|
Index: result.Index,
|
|
|
|
|
RelevanceScore: result.RelevanceScore,
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
2026-05-09 17:41:54 +08:00
|
|
|
rerankResponse.Data = append(rerankResponse.Data, rerankResult)
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
2026-05-09 17:41:54 +08:00
|
|
|
return &rerankResponse, nil
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
2026-05-21 21:19:38 -10:00
|
|
|
type openRouterTranscriptionResponse struct {
|
|
|
|
|
Text string `json:"text"`
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
func openRouterAudioFormat(file string, asrConfig *ASRConfig) string {
|
|
|
|
|
if asrConfig != nil && asrConfig.Params != nil {
|
|
|
|
|
if format, ok := asrConfig.Params["format"]; ok && format != nil {
|
|
|
|
|
if value := strings.TrimPrefix(fmt.Sprint(format), "."); value != "" {
|
|
|
|
|
return value
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
ext := strings.TrimPrefix(strings.ToLower(filepath.Ext(file)), ".")
|
|
|
|
|
if ext == "" {
|
|
|
|
|
return "wav"
|
|
|
|
|
}
|
|
|
|
|
return ext
|
|
|
|
|
}
|
|
|
|
|
|
2026-05-12 17:17:44 +08:00
|
|
|
// TranscribeAudio transcribe audio
|
|
|
|
|
func (o *OpenRouterModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig) (*ASRResponse, error) {
|
2026-06-04 17:50:22 +08:00
|
|
|
if err := o.baseModel.APIConfigCheck(apiConfig); err != nil {
|
|
|
|
|
return nil, err
|
2026-05-21 21:19:38 -10:00
|
|
|
}
|
|
|
|
|
if modelName == nil || *modelName == "" {
|
|
|
|
|
return nil, fmt.Errorf("model name is required")
|
|
|
|
|
}
|
|
|
|
|
if file == nil || *file == "" {
|
|
|
|
|
return nil, fmt.Errorf("file is missing")
|
|
|
|
|
}
|
2026-06-04 17:50:22 +08:00
|
|
|
if o.baseModel.URLSuffix.ASR == "" {
|
2026-05-21 21:19:38 -10:00
|
|
|
return nil, fmt.Errorf("OpenRouter ASR url suffix is missing")
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
audio, err := os.ReadFile(*file)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to read audio file: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
reqBody := map[string]interface{}{
|
|
|
|
|
"model": *modelName,
|
|
|
|
|
"input_audio": map[string]interface{}{
|
|
|
|
|
"data": base64.StdEncoding.EncodeToString(audio),
|
|
|
|
|
"format": openRouterAudioFormat(*file, asrConfig),
|
|
|
|
|
},
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
if asrConfig != nil && asrConfig.Params != nil {
|
|
|
|
|
for key, value := range asrConfig.Params {
|
|
|
|
|
switch key {
|
|
|
|
|
case "format", "model", "input_audio":
|
|
|
|
|
continue
|
|
|
|
|
}
|
|
|
|
|
reqBody[key] = value
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
jsonData, err := json.Marshal(reqBody)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to marshal request: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, err
|
|
|
|
|
}
|
|
|
|
|
url := fmt.Sprintf("%s/%s", strings.TrimSuffix(resolvedBaseURL, "/"), o.baseModel.URLSuffix.ASR)
|
2026-06-02 03:27:26 -04:00
|
|
|
ctx, cancel := context.WithTimeout(context.Background(), longOpCallTimeout)
|
|
|
|
|
defer cancel()
|
|
|
|
|
|
|
|
|
|
req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
|
2026-05-21 21:19:38 -10:00
|
|
|
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))
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resp, err := o.baseModel.httpClient.Do(req)
|
2026-05-21 21:19:38 -10:00
|
|
|
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 body: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
if resp.StatusCode != http.StatusOK {
|
|
|
|
|
return nil, fmt.Errorf("OpenRouter ASR API error: %s, body: %s", resp.Status, string(body))
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
var result openRouterTranscriptionResponse
|
|
|
|
|
if err = json.Unmarshal(body, &result); err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to parse transcription response: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
return &ASRResponse{Text: result.Text}, nil
|
2026-05-12 17:17:44 +08:00
|
|
|
}
|
|
|
|
|
|
2026-06-03 14:09:07 +08:00
|
|
|
func (o *OpenRouterModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, sender func(*string, *string) error) error {
|
|
|
|
|
return fmt.Errorf("%s, no such method", o.Name())
|
2026-05-12 17:17:44 +08:00
|
|
|
}
|
|
|
|
|
|
2026-05-15 18:41:43 +08:00
|
|
|
// AudioSpeech convert text to audio
|
|
|
|
|
func (o *OpenRouterModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) {
|
2026-06-04 17:50:22 +08:00
|
|
|
if err := o.baseModel.APIConfigCheck(apiConfig); err != nil {
|
|
|
|
|
return nil, err
|
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926)
### What problem does this PR solve?
This PR implement TTS for FishAudio and MiniMax provider and ASR for
FishAudio
**The following functionalities are now supported:**
**FishAudio:**
- [x] Text To Speech
- [x] Stream Text To Speech
- [x] Audio To Text
**OpenRouter:**
- [x] Text To Speech
**Verified examples from the CLI:**
```plaintext
**FishAudio**
RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}'
+----------------------------------------------------------------------------------------------------------------------+
| text |
+----------------------------------------------------------------------------------------------------------------------+
| The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. |
+----------------------------------------------------------------------------------------------------------------------+
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
2026-05-14 18:58:00 +08:00
|
|
|
}
|
|
|
|
|
if audioContent == nil || *audioContent == "" {
|
|
|
|
|
return nil, fmt.Errorf("text content is empty")
|
|
|
|
|
}
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, err
|
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926)
### What problem does this PR solve?
This PR implement TTS for FishAudio and MiniMax provider and ASR for
FishAudio
**The following functionalities are now supported:**
**FishAudio:**
- [x] Text To Speech
- [x] Stream Text To Speech
- [x] Audio To Text
**OpenRouter:**
- [x] Text To Speech
**Verified examples from the CLI:**
```plaintext
**FishAudio**
RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}'
+----------------------------------------------------------------------------------------------------------------------+
| text |
+----------------------------------------------------------------------------------------------------------------------+
| The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. |
+----------------------------------------------------------------------------------------------------------------------+
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
2026-05-14 18:58:00 +08:00
|
|
|
}
|
2026-06-04 17:50:22 +08:00
|
|
|
url := fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.TTS)
|
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926)
### What problem does this PR solve?
This PR implement TTS for FishAudio and MiniMax provider and ASR for
FishAudio
**The following functionalities are now supported:**
**FishAudio:**
- [x] Text To Speech
- [x] Stream Text To Speech
- [x] Audio To Text
**OpenRouter:**
- [x] Text To Speech
**Verified examples from the CLI:**
```plaintext
**FishAudio**
RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}'
+----------------------------------------------------------------------------------------------------------------------+
| text |
+----------------------------------------------------------------------------------------------------------------------+
| The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. |
+----------------------------------------------------------------------------------------------------------------------+
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
2026-05-14 18:58:00 +08:00
|
|
|
|
|
|
|
|
// OpenRouter:response Audio bytes stream
|
|
|
|
|
reqBody := map[string]interface{}{
|
|
|
|
|
"model": modelName,
|
|
|
|
|
"input": audioContent,
|
|
|
|
|
}
|
|
|
|
|
|
2026-05-15 18:41:43 +08:00
|
|
|
if ttsConfig != nil && ttsConfig.Params != nil {
|
|
|
|
|
for key, value := range ttsConfig.Params {
|
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926)
### What problem does this PR solve?
This PR implement TTS for FishAudio and MiniMax provider and ASR for
FishAudio
**The following functionalities are now supported:**
**FishAudio:**
- [x] Text To Speech
- [x] Stream Text To Speech
- [x] Audio To Text
**OpenRouter:**
- [x] Text To Speech
**Verified examples from the CLI:**
```plaintext
**FishAudio**
RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}'
+----------------------------------------------------------------------------------------------------------------------+
| text |
+----------------------------------------------------------------------------------------------------------------------+
| The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. |
+----------------------------------------------------------------------------------------------------------------------+
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
2026-05-14 18:58:00 +08:00
|
|
|
reqBody[key] = value
|
|
|
|
|
}
|
|
|
|
|
}
|
2026-05-15 18:41:43 +08:00
|
|
|
if ttsConfig != nil && ttsConfig.Format != "" {
|
|
|
|
|
reqBody["response_format"] = ttsConfig.Format
|
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926)
### What problem does this PR solve?
This PR implement TTS for FishAudio and MiniMax provider and ASR for
FishAudio
**The following functionalities are now supported:**
**FishAudio:**
- [x] Text To Speech
- [x] Stream Text To Speech
- [x] Audio To Text
**OpenRouter:**
- [x] Text To Speech
**Verified examples from the CLI:**
```plaintext
**FishAudio**
RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}'
+----------------------------------------------------------------------------------------------------------------------+
| text |
+----------------------------------------------------------------------------------------------------------------------+
| The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. |
+----------------------------------------------------------------------------------------------------------------------+
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
2026-05-14 18:58:00 +08:00
|
|
|
}
|
|
|
|
|
|
|
|
|
|
jsonData, err := json.Marshal(reqBody)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to marshal request: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
2026-06-02 03:27:26 -04:00
|
|
|
ctx, cancel := context.WithTimeout(context.Background(), longOpCallTimeout)
|
|
|
|
|
defer cancel()
|
|
|
|
|
|
|
|
|
|
req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
|
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926)
### What problem does this PR solve?
This PR implement TTS for FishAudio and MiniMax provider and ASR for
FishAudio
**The following functionalities are now supported:**
**FishAudio:**
- [x] Text To Speech
- [x] Stream Text To Speech
- [x] Audio To Text
**OpenRouter:**
- [x] Text To Speech
**Verified examples from the CLI:**
```plaintext
**FishAudio**
RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}'
+----------------------------------------------------------------------------------------------------------------------+
| text |
+----------------------------------------------------------------------------------------------------------------------+
| The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. |
+----------------------------------------------------------------------------------------------------------------------+
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
2026-05-14 18:58:00 +08:00
|
|
|
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))
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resp, err := o.baseModel.httpClient.Do(req)
|
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926)
### What problem does this PR solve?
This PR implement TTS for FishAudio and MiniMax provider and ASR for
FishAudio
**The following functionalities are now supported:**
**FishAudio:**
- [x] Text To Speech
- [x] Stream Text To Speech
- [x] Audio To Text
**OpenRouter:**
- [x] Text To Speech
**Verified examples from the CLI:**
```plaintext
**FishAudio**
RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}'
Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav
SUCCESS
RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}'
+----------------------------------------------------------------------------------------------------------------------+
| text |
+----------------------------------------------------------------------------------------------------------------------+
| The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. |
+----------------------------------------------------------------------------------------------------------------------+
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
2026-05-14 18:58:00 +08:00
|
|
|
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 body: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
if resp.StatusCode != http.StatusOK {
|
|
|
|
|
return nil, fmt.Errorf("OpenRouter API error: %s, body: %s", resp.Status, string(body))
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
return &TTSResponse{Audio: body}, nil
|
2026-05-12 17:17:44 +08:00
|
|
|
}
|
|
|
|
|
|
2026-06-03 14:09:07 +08:00
|
|
|
func (o *OpenRouterModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, sender func(*string, *string) error) error {
|
|
|
|
|
return fmt.Errorf("%s, no such method", o.Name())
|
2026-05-12 17:17:44 +08:00
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// OCRFile OCR file
|
2026-06-03 14:09:07 +08:00
|
|
|
func (o *OpenRouterModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig) (*OCRFileResponse, error) {
|
|
|
|
|
return nil, fmt.Errorf("%s, no such method", o.Name())
|
2026-05-12 17:17:44 +08:00
|
|
|
}
|
|
|
|
|
|
2026-05-15 12:29:52 +08:00
|
|
|
// ParseFile parse file
|
2026-06-03 14:09:07 +08:00
|
|
|
func (o *OpenRouterModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig) (*ParseFileResponse, error) {
|
|
|
|
|
return nil, fmt.Errorf("%s, no such method", o.Name())
|
2026-05-15 12:29:52 +08:00
|
|
|
}
|
|
|
|
|
|
2026-05-08 12:02:37 +08:00
|
|
|
func (o *OpenRouterModel) ListModels(apiConfig *APIConfig) ([]string, error) {
|
2026-06-04 17:50:22 +08:00
|
|
|
if err := o.baseModel.APIConfigCheck(apiConfig); err != nil {
|
|
|
|
|
return nil, err
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, err
|
|
|
|
|
}
|
|
|
|
|
url := fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.Models)
|
2026-05-08 12:02:37 +08:00
|
|
|
|
|
|
|
|
// 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)
|
|
|
|
|
}
|
|
|
|
|
|
2026-06-02 03:27:26 -04:00
|
|
|
ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
|
|
|
|
|
defer cancel()
|
|
|
|
|
|
|
|
|
|
req, err := http.NewRequestWithContext(ctx, "GET", url, bytes.NewBuffer(jsonData))
|
2026-05-08 12:02:37 +08:00
|
|
|
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))
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resp, err := o.baseModel.httpClient.Do(req)
|
2026-05-08 12:02:37 +08:00
|
|
|
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 {
|
feat(go-models): add PPIO provider driver (#15099)
### What problem does this PR solve?
Closes #15089.
Adds PPIO support to the Go model-provider layer so PPIO instances can
be routed through the Go API server with the same OpenAI-compatible
chat, streaming, model listing, and connection-check flow used by other
SaaS providers.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
## Summary
- Added a PPIO Go model driver.
- Added the PPIO provider catalog and default OpenAI-compatible API URL.
- Registered PPIO in the model factory.
- Added focused provider and provider-manager tests.
## What changed
- Implemented chat completions, SSE streaming, ListModels, and
CheckConnection for PPIO.
- Covered request shape, stream termination, reasoning fallback, model
listing, custom base URLs, safe transport setup, unsupported methods,
and provider config loading.
- Kept the provider catalog aligned with the existing RAGFlow PPIO
factory model set.
- Cleaned up pre-existing Go model package validation blockers so the
scoped provider tests can run normally with vet enabled.
## Why
The existing Python/provider catalog path includes PPIO, but the Go
model-provider layer did not have a PPIO driver, so the Go API server
could not instantiate or use PPIO as requested in #15089.
2026-05-21 20:52:18 -07:00
|
|
|
return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(body))
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// Parse response
|
|
|
|
|
var result map[string]interface{}
|
|
|
|
|
if err = json.Unmarshal(body, &result); err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to parse response: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// convert result["data"] to []map[string]interface{}
|
|
|
|
|
models := make([]string, 0)
|
|
|
|
|
for _, model := range result["data"].([]interface{}) {
|
|
|
|
|
modelMap := model.(map[string]interface{})
|
|
|
|
|
modelName := modelMap["id"].(string)
|
|
|
|
|
models = append(models, modelName)
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
return models, nil
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
func (o *OpenRouterModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) {
|
2026-06-04 17:50:22 +08:00
|
|
|
if err := o.baseModel.APIConfigCheck(apiConfig); err != nil {
|
|
|
|
|
return nil, err
|
2026-05-08 13:56:45 +08:00
|
|
|
}
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
baseURL, err := o.baseModel.GetBaseURL(apiConfig)
|
|
|
|
|
if err != nil {
|
|
|
|
|
return nil, err
|
|
|
|
|
}
|
|
|
|
|
url := fmt.Sprintf("%s/%s", baseURL, o.baseModel.URLSuffix.Balance)
|
2026-05-08 13:56:45 +08:00
|
|
|
|
2026-06-02 03:27:26 -04:00
|
|
|
ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
|
|
|
|
|
defer cancel()
|
|
|
|
|
|
|
|
|
|
req, err := http.NewRequestWithContext(ctx, "GET", url, nil)
|
2026-05-08 13:56:45 +08:00
|
|
|
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))
|
|
|
|
|
|
2026-06-04 17:50:22 +08:00
|
|
|
resp, err := o.baseModel.httpClient.Do(req)
|
2026-05-08 13:56:45 +08:00
|
|
|
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 result struct {
|
|
|
|
|
Data struct {
|
|
|
|
|
TotalCredits float64 `json:"total_credits"`
|
|
|
|
|
TotalUsage float64 `json:"total_usage"`
|
|
|
|
|
} `json:"data"`
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
if err := json.Unmarshal(body, &result); err != nil {
|
|
|
|
|
return nil, fmt.Errorf("failed to parse balance response: %w", err)
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
remainingBalance := result.Data.TotalCredits - result.Data.TotalUsage
|
|
|
|
|
|
|
|
|
|
return map[string]interface{}{
|
|
|
|
|
"total_credits": result.Data.TotalCredits,
|
|
|
|
|
"total_usage": result.Data.TotalUsage,
|
|
|
|
|
"balance": remainingBalance,
|
|
|
|
|
"currency": "USD",
|
|
|
|
|
}, nil
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
|
|
|
|
|
|
|
|
|
func (o *OpenRouterModel) CheckConnection(apiConfig *APIConfig) error {
|
2026-05-08 13:56:45 +08:00
|
|
|
_, err := o.Balance(apiConfig)
|
|
|
|
|
return err
|
2026-05-08 12:02:37 +08:00
|
|
|
}
|
2026-05-15 12:29:52 +08:00
|
|
|
|
2026-06-03 14:09:07 +08:00
|
|
|
func (o *OpenRouterModel) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) {
|
|
|
|
|
return nil, fmt.Errorf("%s, no such method", o.Name())
|
2026-05-15 12:29:52 +08:00
|
|
|
}
|
|
|
|
|
|
2026-06-03 14:09:07 +08:00
|
|
|
func (o *OpenRouterModel) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) {
|
|
|
|
|
return nil, fmt.Errorf("%s, no such method", o.Name())
|
2026-05-15 12:29:52 +08:00
|
|
|
}
|