mirror of
https://github.com/infiniflow/ragflow.git
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### What problem does this PR solve? This PR implement implement provider and Mistral, DeepInfra, XunFei **The following functionalities are now supported:** **DeepInfra** - [x] chat / think chat / stream chat / stream think chat - [x] Embedding - [x] ASR - [x] TTS - [x] ListModels - [x] Provider connection checking - [x] Balance - [ ] ~~Rerank~~ **XunFei** - [x] chat / think chat / stream chat / stream think chat ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
998 lines
27 KiB
Go
998 lines
27 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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"bufio"
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"bytes"
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"encoding/json"
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"fmt"
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"io"
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"mime/multipart"
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"net/http"
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"os"
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"path/filepath"
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"ragflow/internal/common"
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"strconv"
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"strings"
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"time"
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)
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// SiliconflowModel implements ModelDriver for Siliconflow
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type SiliconflowModel struct {
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BaseURL map[string]string
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URLSuffix URLSuffix
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httpClient *http.Client // Reusable HTTP client with connection pool
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}
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// NewSiliconflowModel creates a new Siliconflow model instance
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func NewSiliconflowModel(baseURL map[string]string, urlSuffix URLSuffix) *SiliconflowModel {
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return &SiliconflowModel{
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BaseURL: baseURL,
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URLSuffix: urlSuffix,
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httpClient: &http.Client{
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Timeout: 120 * time.Second,
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Transport: &http.Transport{
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MaxIdleConns: 100,
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MaxIdleConnsPerHost: 10,
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IdleConnTimeout: 90 * time.Second,
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DisableCompression: false,
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},
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},
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}
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}
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func (z *SiliconflowModel) NewInstance(baseURL map[string]string) ModelDriver {
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return nil
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}
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func (z *SiliconflowModel) Name() string {
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return "siliconflow"
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}
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// SiliconflowRerankRequest represents SILICONFLOW rerank request
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type SiliconflowRerankRequest struct {
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Model string `json:"model"`
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Query string `json:"query"`
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Documents []string `json:"documents"`
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TopN int `json:"top_n"`
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ReturnDocuments bool `json:"return_documents"`
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MaxChunksPerDoc int `json:"max_chunks_per_doc"`
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OverlapTokens int `json:"overlap_tokens"`
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}
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// ChatWithMessages sends multiple messages with roles and returns response
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func (z *SiliconflowModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) {
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if apiConfig == nil || apiConfig.ApiKey == nil || *apiConfig.ApiKey == "" {
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return nil, fmt.Errorf("api key is nil or empty")
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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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region := "default"
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if apiConfig.Region != nil && *apiConfig.Region != "" {
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region = *apiConfig.Region
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}
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url := fmt.Sprintf("%s/%s", z.BaseURL[region], z.URLSuffix.Chat)
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// Convert messages to the format expected by API
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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.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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}
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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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req, err := http.NewRequest("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 := z.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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content, ok := messageMap["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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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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// If reasoning_content not in response, try parsing from content tags
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reasoning, answer := GetThinkingAndAnswer(chatModelConfig.ModelClass, &content)
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if reasoning != nil {
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reasonContent = *reasoning
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content = *answer
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}
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} else {
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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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}
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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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// ChatStreamlyWithSender sends messages and streams response via sender function (best performance, no channel)
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func (z *SiliconflowModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, sender func(*string, *string) error) error {
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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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var region = "default"
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if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" {
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region = *apiConfig.Region
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}
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url := fmt.Sprintf("%s/%s", z.BaseURL[region], z.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 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 {
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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.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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if *chatModelConfig.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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req, err := http.NewRequest("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 := z.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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// SSE parsing: read line by line
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scanner := bufio.NewScanner(resp.Body)
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for scanner.Scan() {
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line := scanner.Text()
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common.Info(line)
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// SSE data line starts with "data:"
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if !strings.HasPrefix(line, "data:") {
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continue
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}
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// Extract JSON after "data:"
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data := strings.TrimSpace(line[5:])
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// [DONE] marks the end of stream
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if data == "[DONE]" {
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break
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}
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// Parse the JSON event
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var event map[string]interface{}
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if err = json.Unmarshal([]byte(data), &event); err != nil {
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continue
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}
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choices, ok := event["choices"].([]interface{})
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if !ok || len(choices) == 0 {
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continue
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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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continue
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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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continue
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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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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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finishReason, ok := firstChoice["finish_reason"].(string)
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if ok && finishReason != "" {
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break
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}
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}
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// Send [DONE] marker for OpenAI compatibility
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endOfStream := "[DONE]"
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if err = sender(&endOfStream, nil); err != nil {
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return err
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}
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return scanner.Err()
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}
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type siliconflowEmbeddingResponse struct {
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Object string `json:"object"`
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Model string `json:"model"`
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Data []siliconflowEmbeddingData `json:"data"`
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Usage siliconflowUsage `json:"usage"`
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}
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type siliconflowEmbeddingData struct {
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Object string `json:"object"`
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Embedding []float64 `json:"embedding"`
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Index int `json:"index"`
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}
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type siliconflowUsage struct {
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PromptTokens int `json:"prompt_tokens"`
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CompletionTokens int `json:"completion_tokens"`
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TotalTokens int `json:"total_tokens"`
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}
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// siliconflowMaxBatchSize is the per-request input limit documented at
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// https://docs.siliconflow.cn/en/api-reference/embeddings/create-embeddings.
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const siliconflowMaxBatchSize = 32
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// Embed embeds a list of texts into embeddings
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func (s *SiliconflowModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) {
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if len(texts) == 0 {
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return []EmbeddingData{}, nil
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}
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if len(texts) > siliconflowMaxBatchSize {
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return nil, fmt.Errorf("siliconflow supports a maximum of %d inputs per request", siliconflowMaxBatchSize)
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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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var region = "default"
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if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" {
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region = *apiConfig.Region
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}
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url := fmt.Sprintf("%s/%s", strings.TrimSuffix(s.BaseURL[region], "/"), s.URLSuffix.Embedding)
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apiKey := ""
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if apiConfig != nil && apiConfig.ApiKey != nil {
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apiKey = *apiConfig.ApiKey
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}
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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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req, err := http.NewRequest("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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if apiKey != "" {
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req.Header.Set("Authorization", "Bearer "+apiKey)
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}
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resp, err := s.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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body, err := io.ReadAll(resp.Body)
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resp.Body.Close()
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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("SILICONFLOW API error: %s, body: %s", resp.Status, string(body))
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}
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var parsed siliconflowEmbeddingResponse
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if err = json.Unmarshal(body, &parsed); err != nil {
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return nil, fmt.Errorf("failed to parse response: %w", err)
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}
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var embeddings []EmbeddingData
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for _, dataElem := range parsed.Data {
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var embeddingData EmbeddingData
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embeddingData.Embedding = dataElem.Embedding
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embeddingData.Index = dataElem.Index
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embeddings = append(embeddings, embeddingData)
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}
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return embeddings, nil
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}
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func (z *SiliconflowModel) ListModels(apiConfig *APIConfig) ([]string, error) {
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var region = "default"
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if apiConfig.Region != nil && *apiConfig.Region != "" {
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region = *apiConfig.Region
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}
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url := fmt.Sprintf("%s/%s", z.BaseURL[region], z.URLSuffix.Models)
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// Build request body
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reqBody := map[string]interface{}{}
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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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req, err := http.NewRequest("GET", 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 := z.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 modelList DSModelList
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if err = json.Unmarshal(body, &modelList); err != nil {
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return nil, fmt.Errorf("failed to parse response: %w", err)
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}
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var models []string
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for _, model := range modelList.Models {
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modelName := model.ID
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if model.OwnedBy != "" {
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modelName = model.ID + "@" + model.OwnedBy
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}
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models = append(models, modelName)
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}
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return models, nil
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}
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type siliconflowBalanceResponse struct {
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Code int `json:"code"`
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Status bool `json:"status"`
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Message string `json:"message"`
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Data struct {
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Balance string `json:"balance"`
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TotalBalance string `json:"totalBalance"`
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} `json:"data"`
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}
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func (z *SiliconflowModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) {
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if apiConfig == nil || apiConfig.ApiKey == nil || *apiConfig.ApiKey == "" {
|
|
return nil, fmt.Errorf("api key is required")
|
|
}
|
|
|
|
region := "default"
|
|
if apiConfig.Region != nil && *apiConfig.Region != "" {
|
|
region = *apiConfig.Region
|
|
}
|
|
|
|
baseURL := z.BaseURL["default"]
|
|
if region != "default" {
|
|
if regional, ok := z.BaseURL[region]; ok && regional != "" {
|
|
baseURL = regional
|
|
}
|
|
}
|
|
if baseURL == "" {
|
|
return nil, fmt.Errorf("siliconflow: no base URL configured for default region")
|
|
}
|
|
|
|
url := fmt.Sprintf("%s/%s", strings.TrimSuffix(baseURL, "/"), z.URLSuffix.Balance)
|
|
|
|
req, err := http.NewRequest("GET", url, nil)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to create request: %w", err)
|
|
}
|
|
|
|
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
|
|
|
|
resp, err := z.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("SiliconFlow balance API error: %s, body: %s", resp.Status, string(body))
|
|
}
|
|
|
|
var parsed siliconflowBalanceResponse
|
|
if err = json.Unmarshal(body, &parsed); err != nil {
|
|
return nil, fmt.Errorf("failed to parse response: %w", err)
|
|
}
|
|
|
|
if !parsed.Status {
|
|
msg := parsed.Message
|
|
if msg == "" {
|
|
msg = "unknown API error"
|
|
}
|
|
return nil, fmt.Errorf("SiliconFlow API error (code %d): %s", parsed.Code, msg)
|
|
}
|
|
|
|
raw := parsed.Data.TotalBalance
|
|
if raw == "" {
|
|
raw = parsed.Data.Balance
|
|
}
|
|
if raw == "" {
|
|
return nil, fmt.Errorf("no balance info in response")
|
|
}
|
|
|
|
total, err := strconv.ParseFloat(raw, 64)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("invalid balance %q: %w", raw, err)
|
|
}
|
|
|
|
return map[string]interface{}{
|
|
"balance": total,
|
|
"currency": "CNY",
|
|
}, nil
|
|
}
|
|
|
|
func (z *SiliconflowModel) CheckConnection(apiConfig *APIConfig) error {
|
|
_, err := z.ListModels(apiConfig)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// SiliconflowRerankResponse represents SILICONFLOW rerank response
|
|
type SiliconflowRerankResponse struct {
|
|
ID string `json:"id"`
|
|
Results []struct {
|
|
Index int `json:"index"`
|
|
Document struct {
|
|
Text string `json:"text"`
|
|
} `json:"document"`
|
|
RelevanceScore float64 `json:"relevance_score"`
|
|
} `json:"results"`
|
|
Meta struct {
|
|
Tokens struct {
|
|
InputTokens int `json:"input_tokens"`
|
|
OutputTokens int `json:"output_tokens"`
|
|
ImageTokens int `json:"image_tokens"`
|
|
} `json:"tokens"`
|
|
BilledUnits struct {
|
|
InputTokens int `json:"input_tokens"`
|
|
OutputTokens int `json:"output_tokens"`
|
|
ImageTokens int `json:"image_tokens"`
|
|
SearchUnits int `json:"search_units"`
|
|
Classifications int `json:"classifications"`
|
|
} `json:"billed_units"`
|
|
} `json:"meta"`
|
|
}
|
|
|
|
// Rerank calculates similarity scores between query and documents
|
|
func (s *SiliconflowModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig) (*RerankResponse, error) {
|
|
if len(documents) == 0 {
|
|
return &RerankResponse{}, nil
|
|
}
|
|
|
|
var region = "default"
|
|
if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" {
|
|
region = *apiConfig.Region
|
|
}
|
|
|
|
apiKey := ""
|
|
if apiConfig != nil && apiConfig.ApiKey != nil {
|
|
apiKey = *apiConfig.ApiKey
|
|
}
|
|
|
|
var topN = rerankConfig.TopN
|
|
if rerankConfig.TopN == 0 {
|
|
topN = len(documents)
|
|
}
|
|
|
|
reqBody := SiliconflowRerankRequest{
|
|
Model: *modelName,
|
|
Query: query,
|
|
Documents: documents,
|
|
TopN: topN,
|
|
ReturnDocuments: false,
|
|
MaxChunksPerDoc: 1024,
|
|
OverlapTokens: 80,
|
|
}
|
|
|
|
jsonData, err := json.Marshal(reqBody)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to marshal request: %w", err)
|
|
}
|
|
|
|
url := fmt.Sprintf("%s/%s", strings.TrimSuffix(s.BaseURL[region], "/"), s.URLSuffix.Rerank)
|
|
|
|
req, err := http.NewRequest("POST", url, strings.NewReader(string(jsonData)))
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to create request: %w", err)
|
|
}
|
|
|
|
req.Header.Set("Content-Type", "application/json")
|
|
if apiKey != "" {
|
|
req.Header.Set("Authorization", "Bearer "+apiKey)
|
|
}
|
|
|
|
resp, err := s.httpClient.Do(req)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to send request: %w", err)
|
|
}
|
|
defer resp.Body.Close()
|
|
|
|
if resp.StatusCode != http.StatusOK {
|
|
body, _ := io.ReadAll(resp.Body)
|
|
return nil, fmt.Errorf("SiliconFlow Rerank API error: %s, body: %s", resp.Status, string(body))
|
|
}
|
|
|
|
body, _ := io.ReadAll(resp.Body)
|
|
|
|
var siliconflowRerankResp SiliconflowRerankResponse
|
|
if err = json.Unmarshal(body, &siliconflowRerankResp); err != nil {
|
|
return nil, fmt.Errorf("failed to decode response: %w", err)
|
|
}
|
|
|
|
var rerankResponse RerankResponse
|
|
for _, result := range siliconflowRerankResp.Results {
|
|
rerankResponse.Data = append(rerankResponse.Data, RerankResult{
|
|
Index: result.Index,
|
|
RelevanceScore: result.RelevanceScore,
|
|
})
|
|
}
|
|
return &rerankResponse, nil
|
|
}
|
|
|
|
// TranscribeAudio transcribe audio
|
|
func (o *SiliconflowModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig) (*ASRResponse, error) {
|
|
if file == nil || *file == "" {
|
|
return nil, fmt.Errorf("file is missing")
|
|
}
|
|
|
|
region := "default"
|
|
if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" {
|
|
region = *apiConfig.Region
|
|
}
|
|
|
|
url := fmt.Sprintf("%s/%s", o.BaseURL[region], o.URLSuffix.ASR)
|
|
|
|
// multipart body
|
|
var body bytes.Buffer
|
|
writer := multipart.NewWriter(&body)
|
|
|
|
// open audio file
|
|
audioFile, err := os.Open(*file)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to open audio file: %w", err)
|
|
}
|
|
defer audioFile.Close()
|
|
|
|
// create multipart file field
|
|
part, err := writer.CreateFormFile(
|
|
"file",
|
|
filepath.Base(*file),
|
|
)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to create multipart file: %w", err)
|
|
}
|
|
|
|
// copy file content
|
|
if _, err = io.Copy(part, audioFile); err != nil {
|
|
return nil, fmt.Errorf("failed to copy audio data: %w", err)
|
|
}
|
|
|
|
// model field
|
|
if err := writer.WriteField("model", *modelName); err != nil {
|
|
return nil, fmt.Errorf("failed to write model field: %w", err)
|
|
}
|
|
|
|
// extra params
|
|
if asrConfig != nil && asrConfig.Params != nil {
|
|
for key, value := range asrConfig.Params {
|
|
|
|
var val string
|
|
|
|
switch v := value.(type) {
|
|
case string:
|
|
val = v
|
|
case bool:
|
|
val = strconv.FormatBool(v)
|
|
case int:
|
|
val = strconv.Itoa(v)
|
|
case int64:
|
|
val = strconv.FormatInt(v, 10)
|
|
case float32:
|
|
val = strconv.FormatFloat(float64(v), 'f', -1, 32)
|
|
case float64:
|
|
val = strconv.FormatFloat(v, 'f', -1, 64)
|
|
default:
|
|
val = fmt.Sprintf("%v", v)
|
|
}
|
|
|
|
if err = writer.WriteField(key, val); err != nil {
|
|
return nil, fmt.Errorf("failed to write field %s: %w", key, err)
|
|
}
|
|
}
|
|
}
|
|
|
|
if err = writer.Close(); err != nil {
|
|
return nil, fmt.Errorf("failed to close multipart writer: %w", err)
|
|
}
|
|
|
|
// build request
|
|
req, err := http.NewRequest("POST", url, &body)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to create request: %w", err)
|
|
}
|
|
|
|
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
|
|
req.Header.Set("Content-Type", writer.FormDataContentType())
|
|
req.Header.Set("Accept", "application/json")
|
|
|
|
// send request
|
|
resp, err := o.httpClient.Do(req)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to send request: %w", err)
|
|
}
|
|
defer resp.Body.Close()
|
|
|
|
respBody, 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("SiliconFlow ASR error: %s - %s", resp.Status, string(respBody))
|
|
}
|
|
|
|
// SiliconFlow response
|
|
var result struct {
|
|
Text string `json:"text"`
|
|
}
|
|
|
|
if err = json.Unmarshal(respBody, &result); err != nil {
|
|
return nil, fmt.Errorf("failed to unmarshal response: %w, body=%s", err, string(respBody))
|
|
}
|
|
|
|
return &ASRResponse{Text: result.Text}, nil
|
|
}
|
|
|
|
func (z *SiliconflowModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, sender func(*string, *string) error) error {
|
|
return fmt.Errorf("%s, no such method", z.Name())
|
|
}
|
|
|
|
// AudioSpeech convert text to audio
|
|
func (o *SiliconflowModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) {
|
|
if audioContent == nil || *audioContent == "" {
|
|
return nil, fmt.Errorf("audio content is empty")
|
|
}
|
|
|
|
var region = "default"
|
|
if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" {
|
|
region = *apiConfig.Region
|
|
}
|
|
|
|
url := fmt.Sprintf("%s/%s", o.BaseURL[region], o.URLSuffix.TTS)
|
|
|
|
reqBody := map[string]interface{}{
|
|
"model": *modelName,
|
|
"input": *audioContent,
|
|
"stream": false,
|
|
}
|
|
|
|
if ttsConfig != nil && ttsConfig.Params != nil {
|
|
for key, value := range ttsConfig.Params {
|
|
reqBody[key] = value
|
|
}
|
|
}
|
|
if ttsConfig != nil && ttsConfig.Format != "" {
|
|
reqBody["response_format"] = ttsConfig.Format
|
|
}
|
|
|
|
jsonData, err := json.Marshal(reqBody)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to marshal request: %w", err)
|
|
}
|
|
|
|
req, err := http.NewRequest("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 := o.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 body: %w", err)
|
|
}
|
|
|
|
if resp.StatusCode != http.StatusOK {
|
|
return nil, fmt.Errorf("%s - %s", resp.Status, string(body))
|
|
}
|
|
|
|
return &TTSResponse{Audio: body}, nil
|
|
}
|
|
|
|
func (z *SiliconflowModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, sender func(*string, *string) error) error {
|
|
if apiConfig == nil || apiConfig.ApiKey == nil || *apiConfig.ApiKey == "" {
|
|
return fmt.Errorf("SiliconFlow API key is missing")
|
|
}
|
|
|
|
if audioContent == nil || *audioContent == "" {
|
|
return fmt.Errorf("audio content is empty")
|
|
}
|
|
|
|
var region = "default"
|
|
if apiConfig.Region != nil && *apiConfig.Region != "" {
|
|
region = *apiConfig.Region
|
|
}
|
|
|
|
url := fmt.Sprintf("%s/%s", z.BaseURL[region], z.URLSuffix.TTS)
|
|
|
|
reqBody := map[string]interface{}{
|
|
"model": *modelName,
|
|
"input": *audioContent,
|
|
"stream": true,
|
|
}
|
|
|
|
if ttsConfig != nil && ttsConfig.Params != nil {
|
|
for key, value := range ttsConfig.Params {
|
|
reqBody[key] = value
|
|
}
|
|
}
|
|
if ttsConfig != nil && ttsConfig.Format != "" {
|
|
reqBody["response_format"] = ttsConfig.Format
|
|
}
|
|
|
|
jsonData, err := json.Marshal(reqBody)
|
|
if err != nil {
|
|
return fmt.Errorf("failed to marshal request: %w", err)
|
|
}
|
|
|
|
req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
|
|
if err != nil {
|
|
return 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 := z.httpClient.Do(req)
|
|
if err != nil {
|
|
return fmt.Errorf("failed to send request: %w", err)
|
|
}
|
|
defer resp.Body.Close()
|
|
|
|
if resp.StatusCode != http.StatusOK {
|
|
body, _ := io.ReadAll(resp.Body)
|
|
return fmt.Errorf("SiliconFlow stream TTS API error: %d, body: %s", resp.StatusCode, string(body))
|
|
}
|
|
|
|
buf := make([]byte, 32*1024)
|
|
|
|
for {
|
|
n, err := resp.Body.Read(buf)
|
|
if n > 0 {
|
|
chunk := string(buf[:n])
|
|
if errSend := sender(&chunk, nil); errSend != nil {
|
|
return errSend
|
|
}
|
|
}
|
|
|
|
if err != nil {
|
|
if err == io.EOF {
|
|
break
|
|
}
|
|
return fmt.Errorf("error reading SiliconFlow binary audio stream: %w", err)
|
|
}
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
// OCRFile OCR file
|
|
func (m *SiliconflowModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig) (*OCRFileResponse, error) {
|
|
return nil, fmt.Errorf("%s, no such method", m.Name())
|
|
}
|
|
|
|
// ParseFile parse file
|
|
func (z *SiliconflowModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig) (*ParseFileResponse, error) {
|
|
return nil, fmt.Errorf("%s, no such method", z.Name())
|
|
}
|
|
|
|
func (z *SiliconflowModel) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) {
|
|
return nil, fmt.Errorf("%s, no such method", z.Name())
|
|
}
|
|
|
|
func (z *SiliconflowModel) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) {
|
|
return nil, fmt.Errorf("%s, no such method", z.Name())
|
|
}
|