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ragflow/internal/entity/models/siliconflow.go

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//
// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
package models
import (
"bufio"
"bytes"
"encoding/json"
"fmt"
"io"
Go: implement TTS, ASR for Siliconflow and TTs for StepFun (#14944) ### What problem does this PR solve? This PRimplement TTS, ASR for Siliconflow and TTs for StepFun **The following functionalities are now supported:** **SiliConFlow:** - [x] Text To Speech - [x] Audio To Text - [x] Stream Audio To Text **StrepFun:** - [x] Audio To Text - [x] Stream Audio To Text **Verified examples from the CLI:** ```plaintext # SiliconFlow RAGFlow(user)> tts with 'FunAudioLLM/CosyVoice2-0.5B@test@Siliconflow' text 'hello? show yourself' play format 'wav' param '{"voice": "fnlp/MOSS-TTSD-v0.5:alex"}' SUCCESS RAGFlow(user)> asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> stream asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | 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)
2026-05-15 14:03:33 +08:00
"mime/multipart"
"net/http"
Go: implement TTS, ASR for Siliconflow and TTs for StepFun (#14944) ### What problem does this PR solve? This PRimplement TTS, ASR for Siliconflow and TTs for StepFun **The following functionalities are now supported:** **SiliConFlow:** - [x] Text To Speech - [x] Audio To Text - [x] Stream Audio To Text **StrepFun:** - [x] Audio To Text - [x] Stream Audio To Text **Verified examples from the CLI:** ```plaintext # SiliconFlow RAGFlow(user)> tts with 'FunAudioLLM/CosyVoice2-0.5B@test@Siliconflow' text 'hello? show yourself' play format 'wav' param '{"voice": "fnlp/MOSS-TTSD-v0.5:alex"}' SUCCESS RAGFlow(user)> asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> stream asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | 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)
2026-05-15 14:03:33 +08:00
"os"
"path/filepath"
"ragflow/internal/common"
Go: implement Balance in SiliconFlow driver (#14643) ### What problem does this PR solve? The SiliconFlow Go driver shipped with a stub \`Balance\` method that returned \`no such method\`, even though SiliconFlow exposes a public \`GET /v1/user/info\` endpoint that returns the account balance per currency. So the "Balance" panel in the model provider UI always shows an error for SiliconFlow tenants, while it already works for Moonshot and Gitee. This PR fills the gap. ### What this PR includes - \`conf/models/siliconflow.json\`: add \`\"balance\": \"user/info\"\` under \`url_suffix\` so the driver builds the URL from config. - \`internal/entity/models/siliconflow.go\`: replace the \`Balance\` stub with a real implementation. Adds a small local response type that matches the upstream shape. No factory change. No interface change. ### How the driver works - Validate \`apiConfig\` and the API key, resolve the region with a default fallback, and build the URL from \`BaseURL[region] + URLSuffix.Balance\`. - GET the URL with \`Authorization: Bearer <api_key>\`. - Parse the upstream response. SiliconFlow returns balance fields as strings, so the driver parses them with \`strconv.ParseFloat\`. It prefers \`totalBalance\` over \`balance\` when both are present. - Return \`{\"balance\": <float>, \"currency\": \"CNY\"}\`, the same shape the Moonshot driver returns. The UI can render it with no provider-specific code. ### Edge cases - Missing or empty API key returns a clear local error before any HTTP call. - An unknown region falls back to the default base URL. - Empty \`balance\` and \`totalBalance\` returns a clear "no balance info in response" error rather than a zero-value silent success. - Non-numeric balance string returns a clear parse error. - Non-200 responses propagate the upstream status line and body. ### Type of change - [x] New Feature (non-breaking change which adds functionality) ### How was this tested? - \`go build ./internal/entity/models/...\` in a clean go 1.25 image returns exit 0. - The full method set on \`SiliconflowModel\` still matches the \`ModelDriver\` interface. - Pattern parity with the existing Moonshot and Gitee Balance implementations. Closes #14642
2026-05-08 06:01:10 +02:00
"strconv"
"strings"
"time"
)
// SiliconflowModel implements ModelDriver for Siliconflow
type SiliconflowModel struct {
BaseURL map[string]string
URLSuffix URLSuffix
httpClient *http.Client // Reusable HTTP client with connection pool
}
// NewSiliconflowModel creates a new Siliconflow model instance
func NewSiliconflowModel(baseURL map[string]string, urlSuffix URLSuffix) *SiliconflowModel {
return &SiliconflowModel{
BaseURL: baseURL,
URLSuffix: urlSuffix,
httpClient: &http.Client{
Timeout: 120 * time.Second,
Transport: &http.Transport{
MaxIdleConns: 100,
MaxIdleConnsPerHost: 10,
IdleConnTimeout: 90 * time.Second,
DisableCompression: false,
},
},
}
}
func (z *SiliconflowModel) NewInstance(baseURL map[string]string) ModelDriver {
return nil
}
func (z *SiliconflowModel) Name() string {
return "siliconflow"
}
// SiliconflowRerankRequest represents SILICONFLOW rerank request
type SiliconflowRerankRequest struct {
Model string `json:"model"`
Query string `json:"query"`
Documents []string `json:"documents"`
TopN int `json:"top_n"`
ReturnDocuments bool `json:"return_documents"`
MaxChunksPerDoc int `json:"max_chunks_per_doc"`
OverlapTokens int `json:"overlap_tokens"`
}
// ChatWithMessages sends multiple messages with roles and returns response
func (z *SiliconflowModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) {
if apiConfig == nil || apiConfig.ApiKey == nil || *apiConfig.ApiKey == "" {
return nil, fmt.Errorf("api key is nil or empty")
}
if len(messages) == 0 {
return nil, fmt.Errorf("messages is empty")
}
region := "default"
if apiConfig.Region != nil && *apiConfig.Region != "" {
region = *apiConfig.Region
}
url := fmt.Sprintf("%s/%s", z.BaseURL[region], z.URLSuffix.Chat)
// Convert messages to the format expected by API
apiMessages := make([]map[string]interface{}, len(messages))
for i, msg := range messages {
apiMessages[i] = map[string]interface{}{
"role": msg.Role,
"content": msg.Content,
}
}
// Build request body
reqBody := map[string]interface{}{
"model": modelName,
"messages": apiMessages,
"stream": false,
"temperature": 1,
}
if chatModelConfig != nil {
if chatModelConfig.Stream != nil {
reqBody["stream"] = *chatModelConfig.Stream
}
if chatModelConfig.MaxTokens != nil {
reqBody["max_tokens"] = *chatModelConfig.MaxTokens
}
if chatModelConfig.Temperature != nil {
reqBody["temperature"] = *chatModelConfig.Temperature
}
if chatModelConfig.TopP != nil {
reqBody["top_p"] = *chatModelConfig.TopP
}
if chatModelConfig.Stop != nil {
reqBody["stop"] = *chatModelConfig.Stop
}
}
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 := 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("API request failed with status %d: %s", resp.StatusCode, string(body))
}
// 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)
}
choices, ok := result["choices"].([]interface{})
if !ok || len(choices) == 0 {
return nil, fmt.Errorf("no choices in response")
}
firstChoice, ok := choices[0].(map[string]interface{})
if !ok {
return nil, fmt.Errorf("invalid choice format")
}
messageMap, ok := firstChoice["message"].(map[string]interface{})
if !ok {
return nil, fmt.Errorf("invalid message format")
}
content, ok := messageMap["content"].(string)
if !ok {
return nil, fmt.Errorf("invalid content format")
}
var reasonContent string
if chatModelConfig != nil && chatModelConfig.Thinking != nil && *chatModelConfig.Thinking {
reasonContent, ok = messageMap["reasoning_content"].(string)
if !ok {
// If reasoning_content not in response, try parsing from content tags
reasoning, answer := GetThinkingAndAnswer(chatModelConfig.ModelClass, &content)
if reasoning != nil {
reasonContent = *reasoning
content = *answer
}
} else {
// if first char of reasonContent is \n remove the '\n'
if reasonContent != "" && reasonContent[0] == '\n' {
reasonContent = reasonContent[1:]
}
}
}
chatResponse := &ChatResponse{
Answer: &content,
ReasonContent: &reasonContent,
}
return chatResponse, nil
}
// ChatStreamlyWithSender sends messages and streams response via sender function (best performance, no channel)
func (z *SiliconflowModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, sender func(*string, *string) error) error {
if len(messages) == 0 {
return fmt.Errorf("messages is empty")
}
var region = "default"
if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" {
region = *apiConfig.Region
}
url := fmt.Sprintf("%s/%s", z.BaseURL[region], z.URLSuffix.Chat)
// Convert messages to API format
apiMessages := make([]map[string]interface{}, len(messages))
for i, msg := range messages {
apiMessages[i] = map[string]interface{}{
"role": msg.Role,
"content": msg.Content,
}
}
// Build request body with streaming enabled
reqBody := map[string]interface{}{
"model": modelName,
"messages": apiMessages,
"stream": true,
"temperature": 1,
}
if chatModelConfig != nil {
if chatModelConfig.Stream != nil {
reqBody["stream"] = *chatModelConfig.Stream
}
if chatModelConfig.MaxTokens != nil {
reqBody["max_tokens"] = *chatModelConfig.MaxTokens
}
if chatModelConfig.Temperature != nil {
reqBody["temperature"] = *chatModelConfig.Temperature
}
if chatModelConfig.DoSample != nil {
reqBody["do_sample"] = *chatModelConfig.DoSample
}
if chatModelConfig.TopP != nil {
reqBody["top_p"] = *chatModelConfig.TopP
}
if chatModelConfig.Stop != nil {
reqBody["stop"] = *chatModelConfig.Stop
}
if chatModelConfig.Thinking != nil {
if *chatModelConfig.Thinking {
reqBody["thinking"] = map[string]interface{}{
"type": "enabled",
}
} else {
reqBody["thinking"] = map[string]interface{}{
"type": "disabled",
}
}
}
}
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("API request failed with status %d: %s", resp.StatusCode, string(body))
}
// SSE parsing: read line by line
scanner := bufio.NewScanner(resp.Body)
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_content"].(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()
}
type siliconflowEmbeddingResponse struct {
Object string `json:"object"`
Model string `json:"model"`
Data []siliconflowEmbeddingData `json:"data"`
Usage siliconflowUsage `json:"usage"`
}
type siliconflowEmbeddingData struct {
Object string `json:"object"`
Embedding []float64 `json:"embedding"`
Index int `json:"index"`
}
type siliconflowUsage struct {
PromptTokens int `json:"prompt_tokens"`
CompletionTokens int `json:"completion_tokens"`
TotalTokens int `json:"total_tokens"`
}
// siliconflowMaxBatchSize is the per-request input limit documented at
// https://docs.siliconflow.cn/en/api-reference/embeddings/create-embeddings.
const siliconflowMaxBatchSize = 32
// Embed embeds a list of texts into embeddings
func (s *SiliconflowModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) {
if len(texts) == 0 {
return []EmbeddingData{}, nil
}
if len(texts) > siliconflowMaxBatchSize {
return nil, fmt.Errorf("siliconflow supports a maximum of %d inputs per request", siliconflowMaxBatchSize)
}
if modelName == nil || *modelName == "" {
return nil, fmt.Errorf("model name is required")
}
var region = "default"
if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" {
region = *apiConfig.Region
}
url := fmt.Sprintf("%s/%s", strings.TrimSuffix(s.BaseURL[region], "/"), s.URLSuffix.Embedding)
apiKey := ""
if apiConfig != nil && apiConfig.ApiKey != nil {
apiKey = *apiConfig.ApiKey
}
reqBody := map[string]interface{}{
"model": modelName,
"input": texts,
}
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")
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)
}
body, err := io.ReadAll(resp.Body)
resp.Body.Close()
if err != nil {
return nil, fmt.Errorf("failed to read response: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("SILICONFLOW API error: %s, body: %s", resp.Status, string(body))
}
var parsed siliconflowEmbeddingResponse
if err = json.Unmarshal(body, &parsed); err != nil {
return nil, fmt.Errorf("failed to parse response: %w", err)
}
var embeddings []EmbeddingData
for _, dataElem := range parsed.Data {
var embeddingData EmbeddingData
embeddingData.Embedding = dataElem.Embedding
embeddingData.Index = dataElem.Index
embeddings = append(embeddings, embeddingData)
}
return embeddings, nil
}
func (z *SiliconflowModel) ListModels(apiConfig *APIConfig) ([]string, error) {
var region = "default"
if apiConfig.Region != nil && *apiConfig.Region != "" {
region = *apiConfig.Region
}
url := fmt.Sprintf("%s/%s", z.BaseURL[region], z.URLSuffix.Models)
// Build request body
reqBody := map[string]interface{}{}
jsonData, err := json.Marshal(reqBody)
if err != nil {
return nil, fmt.Errorf("failed to marshal request: %w", err)
}
req, err := http.NewRequest("GET", url, bytes.NewBuffer(jsonData))
if err != nil {
return nil, fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Content-Type", "application/json")
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
resp, err := 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("API request failed with status %d: %s", resp.StatusCode, string(body))
}
// Parse response
var modelList DSModelList
if err = json.Unmarshal(body, &modelList); err != nil {
return nil, fmt.Errorf("failed to parse response: %w", err)
}
var models []string
for _, model := range modelList.Models {
modelName := model.ID
if model.OwnedBy != "" {
modelName = model.ID + "@" + model.OwnedBy
}
models = append(models, modelName)
}
return models, nil
}
Go: implement Balance in SiliconFlow driver (#14643) ### What problem does this PR solve? The SiliconFlow Go driver shipped with a stub \`Balance\` method that returned \`no such method\`, even though SiliconFlow exposes a public \`GET /v1/user/info\` endpoint that returns the account balance per currency. So the "Balance" panel in the model provider UI always shows an error for SiliconFlow tenants, while it already works for Moonshot and Gitee. This PR fills the gap. ### What this PR includes - \`conf/models/siliconflow.json\`: add \`\"balance\": \"user/info\"\` under \`url_suffix\` so the driver builds the URL from config. - \`internal/entity/models/siliconflow.go\`: replace the \`Balance\` stub with a real implementation. Adds a small local response type that matches the upstream shape. No factory change. No interface change. ### How the driver works - Validate \`apiConfig\` and the API key, resolve the region with a default fallback, and build the URL from \`BaseURL[region] + URLSuffix.Balance\`. - GET the URL with \`Authorization: Bearer <api_key>\`. - Parse the upstream response. SiliconFlow returns balance fields as strings, so the driver parses them with \`strconv.ParseFloat\`. It prefers \`totalBalance\` over \`balance\` when both are present. - Return \`{\"balance\": <float>, \"currency\": \"CNY\"}\`, the same shape the Moonshot driver returns. The UI can render it with no provider-specific code. ### Edge cases - Missing or empty API key returns a clear local error before any HTTP call. - An unknown region falls back to the default base URL. - Empty \`balance\` and \`totalBalance\` returns a clear "no balance info in response" error rather than a zero-value silent success. - Non-numeric balance string returns a clear parse error. - Non-200 responses propagate the upstream status line and body. ### Type of change - [x] New Feature (non-breaking change which adds functionality) ### How was this tested? - \`go build ./internal/entity/models/...\` in a clean go 1.25 image returns exit 0. - The full method set on \`SiliconflowModel\` still matches the \`ModelDriver\` interface. - Pattern parity with the existing Moonshot and Gitee Balance implementations. Closes #14642
2026-05-08 06:01:10 +02:00
type siliconflowBalanceResponse struct {
Code int `json:"code"`
Status bool `json:"status"`
Message string `json:"message"`
Data struct {
Balance string `json:"balance"`
TotalBalance string `json:"totalBalance"`
} `json:"data"`
}
func (z *SiliconflowModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) {
Go: implement Balance in SiliconFlow driver (#14643) ### What problem does this PR solve? The SiliconFlow Go driver shipped with a stub \`Balance\` method that returned \`no such method\`, even though SiliconFlow exposes a public \`GET /v1/user/info\` endpoint that returns the account balance per currency. So the "Balance" panel in the model provider UI always shows an error for SiliconFlow tenants, while it already works for Moonshot and Gitee. This PR fills the gap. ### What this PR includes - \`conf/models/siliconflow.json\`: add \`\"balance\": \"user/info\"\` under \`url_suffix\` so the driver builds the URL from config. - \`internal/entity/models/siliconflow.go\`: replace the \`Balance\` stub with a real implementation. Adds a small local response type that matches the upstream shape. No factory change. No interface change. ### How the driver works - Validate \`apiConfig\` and the API key, resolve the region with a default fallback, and build the URL from \`BaseURL[region] + URLSuffix.Balance\`. - GET the URL with \`Authorization: Bearer <api_key>\`. - Parse the upstream response. SiliconFlow returns balance fields as strings, so the driver parses them with \`strconv.ParseFloat\`. It prefers \`totalBalance\` over \`balance\` when both are present. - Return \`{\"balance\": <float>, \"currency\": \"CNY\"}\`, the same shape the Moonshot driver returns. The UI can render it with no provider-specific code. ### Edge cases - Missing or empty API key returns a clear local error before any HTTP call. - An unknown region falls back to the default base URL. - Empty \`balance\` and \`totalBalance\` returns a clear "no balance info in response" error rather than a zero-value silent success. - Non-numeric balance string returns a clear parse error. - Non-200 responses propagate the upstream status line and body. ### Type of change - [x] New Feature (non-breaking change which adds functionality) ### How was this tested? - \`go build ./internal/entity/models/...\` in a clean go 1.25 image returns exit 0. - The full method set on \`SiliconflowModel\` still matches the \`ModelDriver\` interface. - Pattern parity with the existing Moonshot and Gitee Balance implementations. Closes #14642
2026-05-08 06:01:10 +02:00
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) {
Go: implement TTS, ASR for Siliconflow and TTs for StepFun (#14944) ### What problem does this PR solve? This PRimplement TTS, ASR for Siliconflow and TTs for StepFun **The following functionalities are now supported:** **SiliConFlow:** - [x] Text To Speech - [x] Audio To Text - [x] Stream Audio To Text **StrepFun:** - [x] Audio To Text - [x] Stream Audio To Text **Verified examples from the CLI:** ```plaintext # SiliconFlow RAGFlow(user)> tts with 'FunAudioLLM/CosyVoice2-0.5B@test@Siliconflow' text 'hello? show yourself' play format 'wav' param '{"voice": "fnlp/MOSS-TTSD-v0.5:alex"}' SUCCESS RAGFlow(user)> asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> stream asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | 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)
2026-05-15 14:03:33 +08:00
if file == nil || *file == "" {
return nil, fmt.Errorf("file is missing")
}
region := "default"
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" {
Go: implement TTS, ASR for Siliconflow and TTs for StepFun (#14944) ### What problem does this PR solve? This PRimplement TTS, ASR for Siliconflow and TTs for StepFun **The following functionalities are now supported:** **SiliConFlow:** - [x] Text To Speech - [x] Audio To Text - [x] Stream Audio To Text **StrepFun:** - [x] Audio To Text - [x] Stream Audio To Text **Verified examples from the CLI:** ```plaintext # SiliconFlow RAGFlow(user)> tts with 'FunAudioLLM/CosyVoice2-0.5B@test@Siliconflow' text 'hello? show yourself' play format 'wav' param '{"voice": "fnlp/MOSS-TTSD-v0.5:alex"}' SUCCESS RAGFlow(user)> asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> stream asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | 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)
2026-05-15 14:03:33 +08:00
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())
}
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
// AudioSpeech convert text to audio
func (o *SiliconflowModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) {
Go: implement TTS, ASR for Siliconflow and TTs for StepFun (#14944) ### What problem does this PR solve? This PRimplement TTS, ASR for Siliconflow and TTs for StepFun **The following functionalities are now supported:** **SiliConFlow:** - [x] Text To Speech - [x] Audio To Text - [x] Stream Audio To Text **StrepFun:** - [x] Audio To Text - [x] Stream Audio To Text **Verified examples from the CLI:** ```plaintext # SiliconFlow RAGFlow(user)> tts with 'FunAudioLLM/CosyVoice2-0.5B@test@Siliconflow' text 'hello? show yourself' play format 'wav' param '{"voice": "fnlp/MOSS-TTSD-v0.5:alex"}' SUCCESS RAGFlow(user)> asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> stream asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | 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)
2026-05-15 14:03:33 +08:00
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,
}
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
if ttsConfig != nil && ttsConfig.Params != nil {
for key, value := range ttsConfig.Params {
Go: implement TTS, ASR for Siliconflow and TTs for StepFun (#14944) ### What problem does this PR solve? This PRimplement TTS, ASR for Siliconflow and TTs for StepFun **The following functionalities are now supported:** **SiliConFlow:** - [x] Text To Speech - [x] Audio To Text - [x] Stream Audio To Text **StrepFun:** - [x] Audio To Text - [x] Stream Audio To Text **Verified examples from the CLI:** ```plaintext # SiliconFlow RAGFlow(user)> tts with 'FunAudioLLM/CosyVoice2-0.5B@test@Siliconflow' text 'hello? show yourself' play format 'wav' param '{"voice": "fnlp/MOSS-TTSD-v0.5:alex"}' SUCCESS RAGFlow(user)> asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> stream asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | 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)
2026-05-15 14:03:33 +08:00
reqBody[key] = value
}
}
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
if ttsConfig != nil && ttsConfig.Format != "" {
reqBody["response_format"] = ttsConfig.Format
Go: implement TTS, ASR for Siliconflow and TTs for StepFun (#14944) ### What problem does this PR solve? This PRimplement TTS, ASR for Siliconflow and TTs for StepFun **The following functionalities are now supported:** **SiliConFlow:** - [x] Text To Speech - [x] Audio To Text - [x] Stream Audio To Text **StrepFun:** - [x] Audio To Text - [x] Stream Audio To Text **Verified examples from the CLI:** ```plaintext # SiliconFlow RAGFlow(user)> tts with 'FunAudioLLM/CosyVoice2-0.5B@test@Siliconflow' text 'hello? show yourself' play format 'wav' param '{"voice": "fnlp/MOSS-TTSD-v0.5:alex"}' SUCCESS RAGFlow(user)> asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> stream asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | 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)
2026-05-15 14:03:33 +08:00
}
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 {
Go: implement TTS, ASR for Siliconflow and TTs for StepFun (#14944) ### What problem does this PR solve? This PRimplement TTS, ASR for Siliconflow and TTs for StepFun **The following functionalities are now supported:** **SiliConFlow:** - [x] Text To Speech - [x] Audio To Text - [x] Stream Audio To Text **StrepFun:** - [x] Audio To Text - [x] Stream Audio To Text **Verified examples from the CLI:** ```plaintext # SiliconFlow RAGFlow(user)> tts with 'FunAudioLLM/CosyVoice2-0.5B@test@Siliconflow' text 'hello? show yourself' play format 'wav' param '{"voice": "fnlp/MOSS-TTSD-v0.5:alex"}' SUCCESS RAGFlow(user)> asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> stream asr with 'FunAudioLLM/SenseVoiceSmall@test@siliconflow' audio './internal/test.wav' param '' +----------------------------------------------------------------------------------------------------------------------+ | 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)
2026-05-15 14:03:33 +08:00
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
Go: add file parse command (#14892) ### What problem does this PR solve? ``` RAGFlow(user)> ocr with 'hunyuanocr@test@gitee' file './picture.png' +----------------------------------------------------------+ | text | +----------------------------------------------------------+ | 生活不是等待风暴过去,而是学会在雨中翩翩起舞。 ——佚名 | +----------------------------------------------------------+ RAGFlow(user)> list 'test@gitee' tasks; +---------+----------------------------------+ | status | task_id | +---------+----------------------------------+ | success | C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5 | +---------+----------------------------------+ RAGFlow(user)> show 'test@gitee' task 'C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5'; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | content | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | # PDF 1: Purpose of RAGFlow RAGFlow is an open source Retrieval-Augmented Generation (RAG) engine designed to turn raw documents into reliable context for large language models.Its purpose is to make it practical to build an Al assistant that can ans... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-15 12:29:52 +08:00
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())
}
Go: add file parse command (#14892) ### What problem does this PR solve? ``` RAGFlow(user)> ocr with 'hunyuanocr@test@gitee' file './picture.png' +----------------------------------------------------------+ | text | +----------------------------------------------------------+ | 生活不是等待风暴过去,而是学会在雨中翩翩起舞。 ——佚名 | +----------------------------------------------------------+ RAGFlow(user)> list 'test@gitee' tasks; +---------+----------------------------------+ | status | task_id | +---------+----------------------------------+ | success | C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5 | +---------+----------------------------------+ RAGFlow(user)> show 'test@gitee' task 'C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5'; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | content | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | # PDF 1: Purpose of RAGFlow RAGFlow is an open source Retrieval-Augmented Generation (RAG) engine designed to turn raw documents into reliable context for large language models.Its purpose is to make it practical to build an Al assistant that can ans... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-15 12:29:52 +08:00
// 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())
}