feat: batch update with laisky's one-api

common/helper/audio.go

@@ -0,0 +1,62 @@
+package helper
+
+import (
+	"bytes"
+	"context"
+	"io"
+	"os"
+	"os/exec"
+	"strconv"
+
+	"github.com/pkg/errors"
+)
+
+// SaveTmpFile saves data to a temporary file. The filename would be apppended with a random string.
+func SaveTmpFile(filename string, data io.Reader) (string, error) {
+	if data == nil {
+		return "", errors.New("data is nil")
+	}
+
+	f, err := os.CreateTemp("", "*-"+filename)
+	if err != nil {
+		return "", errors.Wrapf(err, "failed to create temporary file %s", filename)
+	}
+	defer f.Close()
+
+	_, err = io.Copy(f, data)
+	if err != nil {
+		return "", errors.Wrapf(err, "failed to copy data to temporary file %s", filename)
+	}
+
+	return f.Name(), nil
+}
+
+// GetAudioTokens returns the number of tokens in an audio file.
+func GetAudioTokens(ctx context.Context, audio io.Reader, tokensPerSecond float64) (float64, error) {
+	filename, err := SaveTmpFile("audio", audio)
+	if err != nil {
+		return 0, errors.Wrap(err, "failed to save audio to temporary file")
+	}
+	defer os.Remove(filename)
+
+	duration, err := GetAudioDuration(ctx, filename)
+	if err != nil {
+		return 0, errors.Wrap(err, "failed to get audio tokens")
+	}
+
+	return duration * tokensPerSecond, nil
+}
+
+// GetAudioDuration returns the duration of an audio file in seconds.
+func GetAudioDuration(ctx context.Context, filename string) (float64, error) {
+	// ffprobe -v error -show_entries format=duration -of default=noprint_wrappers=1:nokey=1 {{input}}
+	c := exec.CommandContext(ctx, "/usr/bin/ffprobe", "-v", "error", "-show_entries", "format=duration", "-of", "default=noprint_wrappers=1:nokey=1", filename)
+	output, err := c.Output()
+	if err != nil {
+		return 0, errors.Wrap(err, "failed to get audio duration")
+	}
+
+	// Actually gpt-4-audio calculates tokens with 0.1s precision,
+	// while whisper calculates tokens with 1s precision
+	return strconv.ParseFloat(string(bytes.TrimSpace(output)), 64)
+}

common/helper/audio_test.go

@@ -0,0 +1,68 @@
+package helper
+
+import (
+	"context"
+	"io"
+	"net/http"
+	"os"
+	"os/exec"
+	"testing"
+
+	"github.com/stretchr/testify/require"
+)
+
+func TestGetAudioDuration(t *testing.T) {
+	// skip if there is no ffmpeg installed
+	_, err := exec.LookPath("ffmpeg")
+	if err != nil {
+		t.Skip("ffmpeg not installed, skipping test")
+	}
+
+	t.Run("should return correct duration for a valid audio file", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test_audio*.mp3")
+		require.NoError(t, err)
+		defer os.Remove(tmpFile.Name())
+
+		// download test audio file
+		resp, err := http.Get("https://s3.laisky.com/uploads/2025/01/audio-sample.m4a")
+		require.NoError(t, err)
+		defer resp.Body.Close()
+
+		_, err = io.Copy(tmpFile, resp.Body)
+		require.NoError(t, err)
+		require.NoError(t, tmpFile.Close())
+
+		duration, err := GetAudioDuration(context.Background(), tmpFile.Name())
+		require.NoError(t, err)
+		require.Equal(t, duration, 3.904)
+	})
+
+	t.Run("should return an error for a non-existent file", func(t *testing.T) {
+		_, err := GetAudioDuration(context.Background(), "non_existent_file.mp3")
+		require.Error(t, err)
+	})
+}
+
+func TestGetAudioTokens(t *testing.T) {
+	// skip if there is no ffmpeg installed
+	_, err := exec.LookPath("ffmpeg")
+	if err != nil {
+		t.Skip("ffmpeg not installed, skipping test")
+	}
+
+	t.Run("should return correct tokens for a valid audio file", func(t *testing.T) {
+		// download test audio file
+		resp, err := http.Get("https://s3.laisky.com/uploads/2025/01/audio-sample.m4a")
+		require.NoError(t, err)
+		defer resp.Body.Close()
+
+		tokens, err := GetAudioTokens(context.Background(), resp.Body, 50)
+		require.NoError(t, err)
+		require.Equal(t, tokens, 195.2)
+	})
+
+	t.Run("should return an error for a non-existent file", func(t *testing.T) {
+		_, err := GetAudioTokens(context.Background(), nil, 1)
+		require.Error(t, err)
+	})
+}

common/helper/helper.go

@@ -6,13 +6,13 @@ import (
 	"html/template"
 	"log"
 	"net"
+	"net/http"
 	"os/exec"
 	"runtime"
 	"strconv"
 	"strings"
 
 	"github.com/gin-gonic/gin"
-
 	"github.com/songquanpeng/one-api/common/random"
 )
 
@@ -32,6 +32,14 @@ func OpenBrowser(url string) {
 	}
 }
 
+// RespondError sends a JSON response with a success status and an error message.
+func RespondError(c *gin.Context, err error) {
+	c.JSON(http.StatusOK, gin.H{
+		"success": false,
+		"message": err.Error(),
+	})
+}
+
 func GetIp() (ip string) {
 	ips, err := net.InterfaceAddrs()
 	if err != nil {

common/helper/time.go

@@ -5,6 +5,7 @@ import (
 	"time"
 )
 
+// GetTimestamp get current timestamp in seconds
 func GetTimestamp() int64 {
 	return time.Now().Unix()
 }

relay/adaptor/aiproxy/adaptor.go

@@ -38,7 +38,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	return aiProxyLibraryRequest, nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/ali/adaptor.go

@@ -67,7 +67,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	}
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/anthropic/adaptor.go

@@ -50,7 +50,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	return ConvertRequest(c, *request)
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/aws/adaptor.go

@@ -72,7 +72,7 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Request, meta *me
 	return nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/aws/utils/adaptor.go

@@ -39,7 +39,7 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Request, meta *me
 	return nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/baidu/adaptor.go

@@ -109,7 +109,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	}
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/cloudflare/adaptor.go

@@ -19,7 +19,7 @@ type Adaptor struct {
 }
 
 // ConvertImageRequest implements adaptor.Adaptor.
-func (*Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (*Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	return nil, errors.New("not implemented")
 }
 

relay/adaptor/cohere/adaptor.go

@@ -15,7 +15,7 @@ import (
 type Adaptor struct{}
 
 // ConvertImageRequest implements adaptor.Adaptor.
-func (*Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (*Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	return nil, errors.New("not implemented")
 }
 

relay/adaptor/coze/adaptor.go

@@ -38,7 +38,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	return ConvertRequest(*request), nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/deepl/adaptor.go

@@ -39,7 +39,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	return convertedRequest, nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/gemini/adaptor.go

@@ -66,7 +66,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	}
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/interface.go

@@ -13,7 +13,7 @@ type Adaptor interface {
 	GetRequestURL(meta *meta.Meta) (string, error)
 	SetupRequestHeader(c *gin.Context, req *http.Request, meta *meta.Meta) error
 	ConvertRequest(c *gin.Context, relayMode int, request *model.GeneralOpenAIRequest) (any, error)
-	ConvertImageRequest(request *model.ImageRequest) (any, error)
+	ConvertImageRequest(c *gin.Context, request *model.ImageRequest) (any, error)
 	DoRequest(c *gin.Context, meta *meta.Meta, requestBody io.Reader) (*http.Response, error)
 	DoResponse(c *gin.Context, resp *http.Response, meta *meta.Meta) (usage *model.Usage, err *model.ErrorWithStatusCode)
 	GetModelList() []string

relay/adaptor/ollama/adaptor.go

@@ -48,7 +48,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	}
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/openai/adaptor.go

@@ -39,16 +39,24 @@ func (a *Adaptor) Init(meta *meta.Meta) {
 func (a *Adaptor) GetRequestURL(meta *meta.Meta) (string, error) {
 	switch meta.ChannelType {
 	case channeltype.Azure:
+		defaultVersion := meta.Config.APIVersion
+
+		// https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/reasoning?tabs=python#api--feature-support
+		if strings.HasPrefix(meta.ActualModelName, "o1") ||
+			strings.HasPrefix(meta.ActualModelName, "o3") {
+			defaultVersion = "2024-12-01-preview"
+		}
+
 		if meta.Mode == relaymode.ImagesGenerations {
 			// https://learn.microsoft.com/en-us/azure/ai-services/openai/dall-e-quickstart?tabs=dalle3%2Ccommand-line&pivots=rest-api
 			// https://{resource_name}.openai.azure.com/openai/deployments/dall-e-3/images/generations?api-version=2024-03-01-preview
-			fullRequestURL := fmt.Sprintf("%s/openai/deployments/%s/images/generations?api-version=%s", meta.BaseURL, meta.ActualModelName, meta.Config.APIVersion)
+			fullRequestURL := fmt.Sprintf("%s/openai/deployments/%s/images/generations?api-version=%s", meta.BaseURL, meta.ActualModelName, defaultVersion)
 			return fullRequestURL, nil
 		}
 
 		// https://learn.microsoft.com/en-us/azure/cognitive-services/openai/chatgpt-quickstart?pivots=rest-api&tabs=command-line#rest-api
 		requestURL := strings.Split(meta.RequestURLPath, "?")[0]
-		requestURL = fmt.Sprintf("%s?api-version=%s", requestURL, meta.Config.APIVersion)
+		requestURL = fmt.Sprintf("%s?api-version=%s", requestURL, defaultVersion)
 		task := strings.TrimPrefix(requestURL, "/v1/")
 		model_ := meta.ActualModelName
 		model_ = strings.Replace(model_, ".", "", -1)
@@ -160,7 +168,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	return request, nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}
@@ -191,6 +199,8 @@ func (a *Adaptor) DoResponse(c *gin.Context,
 		switch meta.Mode {
 		case relaymode.ImagesGenerations:
 			err, _ = ImageHandler(c, resp)
+		case relaymode.ImagesEdits:
+			err, _ = ImagesEditsHandler(c, resp)
 		default:
 			err, usage = Handler(c, resp, meta.PromptTokens, meta.ActualModelName)
 		}

relay/adaptor/openai/constants.go

@@ -7,11 +7,10 @@ var ModelList = []string{
 	"gpt-4", "gpt-4-0314", "gpt-4-0613", "gpt-4-1106-preview", "gpt-4-0125-preview",
 	"gpt-4-32k", "gpt-4-32k-0314", "gpt-4-32k-0613",
 	"gpt-4-turbo-preview", "gpt-4-turbo", "gpt-4-turbo-2024-04-09",
-	"gpt-4o", "gpt-4o-2024-05-13",
+	"gpt-4o", "gpt-4o-2024-05-13", "gpt-4o-2024-08-06", "gpt-4o-2024-11-20", "chatgpt-4o-latest",
-	"gpt-4o-2024-08-06",
-	"gpt-4o-2024-11-20",
-	"chatgpt-4o-latest",
 	"gpt-4o-mini", "gpt-4o-mini-2024-07-18",
+	"gpt-4o-mini-audio-preview", "gpt-4o-mini-audio-preview-2024-12-17",
+	"gpt-4o-audio-preview", "gpt-4o-audio-preview-2024-12-17", "gpt-4o-audio-preview-2024-10-01",
 	"gpt-4-vision-preview",
 	"text-embedding-ada-002", "text-embedding-3-small", "text-embedding-3-large",
 	"text-curie-001", "text-babbage-001", "text-ada-001", "text-davinci-002", "text-davinci-003",

relay/adaptor/openai/image.go

@@ -3,12 +3,30 @@ package openai
 import (
 	"bytes"
 	"encoding/json"
-	"github.com/gin-gonic/gin"
-	"github.com/songquanpeng/one-api/relay/model"
 	"io"
 	"net/http"
+
+	"github.com/gin-gonic/gin"
+	"github.com/songquanpeng/one-api/relay/model"
 )
 
+// ImagesEditsHandler just copy response body to client
+//
+// https://platform.openai.com/docs/api-reference/images/createEdit
+func ImagesEditsHandler(c *gin.Context, resp *http.Response) (*model.ErrorWithStatusCode, *model.Usage) {
+	c.Writer.WriteHeader(resp.StatusCode)
+	for k, v := range resp.Header {
+		c.Writer.Header().Set(k, v[0])
+	}
+
+	if _, err := io.Copy(c.Writer, resp.Body); err != nil {
+		return ErrorWrapper(err, "copy_response_body_failed", http.StatusInternalServerError), nil
+	}
+	defer resp.Body.Close()
+
+	return nil, nil
+}
+
 func ImageHandler(c *gin.Context, resp *http.Response) (*model.ErrorWithStatusCode, *model.Usage) {
 	var imageResponse ImageResponse
 	responseBody, err := io.ReadAll(resp.Body)

relay/adaptor/openai/main.go

@@ -5,6 +5,7 @@ import (
 	"bytes"
 	"encoding/json"
 	"io"
+	"math"
 	"net/http"
 	"strings"
 
@@ -13,6 +14,7 @@ import (
 	"github.com/songquanpeng/one-api/common/conv"
 	"github.com/songquanpeng/one-api/common/logger"
 	"github.com/songquanpeng/one-api/common/render"
+	"github.com/songquanpeng/one-api/relay/billing/ratio"
 	"github.com/songquanpeng/one-api/relay/model"
 	"github.com/songquanpeng/one-api/relay/relaymode"
 )
@@ -23,144 +25,300 @@ const (
 	dataPrefixLength = len(dataPrefix)
 )
 
+// StreamHandler processes streaming responses from OpenAI API
+// It handles incremental content delivery and accumulates the final response text
+// Returns error (if any), accumulated response text, and token usage information
 func StreamHandler(c *gin.Context, resp *http.Response, relayMode int) (*model.ErrorWithStatusCode, string, *model.Usage) {
+	// Initialize accumulators for the response
 	responseText := ""
 	reasoningText := ""
-	scanner := bufio.NewScanner(resp.Body)
-	scanner.Split(bufio.ScanLines)
 	var usage *model.Usage
 
+	// Set up scanner for reading the stream line by line
+	scanner := bufio.NewScanner(resp.Body)
+	buffer := make([]byte, 256*1024) // 256KB buffer for large messages
+	scanner.Buffer(buffer, len(buffer))
+	scanner.Split(bufio.ScanLines)
+
+	// Set response headers for SSE
 	common.SetEventStreamHeaders(c)
 
 	doneRendered := false
+
+	// Process each line from the stream
 	for scanner.Scan() {
-		data := scanner.Text()
+		data := NormalizeDataLine(scanner.Text())
-		if len(data) < dataPrefixLength { // ignore blank line or wrong format
+
-			continue
+		// logger.Debugf(c.Request.Context(), "stream response: %s", data)
+
+		// Skip lines that don't match expected format
+		if len(data) < dataPrefixLength {
+			continue // Ignore blank line or wrong format
 		}
+
+		// Verify line starts with expected prefix
 		if data[:dataPrefixLength] != dataPrefix && data[:dataPrefixLength] != done {
 			continue
 		}
+
+		// Check for stream termination
 		if strings.HasPrefix(data[dataPrefixLength:], done) {
 			render.StringData(c, data)
 			doneRendered = true
 			continue
 		}
+
+		// Process based on relay mode
 		switch relayMode {
 		case relaymode.ChatCompletions:
 			var streamResponse ChatCompletionsStreamResponse
+
+			// Parse the JSON response
 			err := json.Unmarshal([]byte(data[dataPrefixLength:]), &streamResponse)
 			if err != nil {
-				logger.SysError("error unmarshalling stream response: " + err.Error())
+				logger.Errorf(c.Request.Context(), "unmarshalling stream data %q got %+v", data, err)
-				render.StringData(c, data) // if error happened, pass the data to client
+				render.StringData(c, data) // Pass raw data to client if parsing fails
-				continue                   // just ignore the error
+				continue
 			}
+
+			// Skip empty choices (Azure specific behavior)
 			if len(streamResponse.Choices) == 0 && streamResponse.Usage == nil {
-				// but for empty choice and no usage, we should not pass it to client, this is for azure
+				continue
-				continue // just ignore empty choice
 			}
-			render.StringData(c, data)
+
+			// Process each choice in the response
 			for _, choice := range streamResponse.Choices {
-				if choice.Delta.Reasoning != nil {
+				// Extract reasoning content from different possible fields
-					reasoningText += *choice.Delta.Reasoning
+				currentReasoningChunk := extractReasoningContent(&choice.Delta)
-				}
+
-				if choice.Delta.ReasoningContent != nil {
+				// Update accumulated reasoning text
-					reasoningText += *choice.Delta.ReasoningContent
+				if currentReasoningChunk != "" {
+					reasoningText += currentReasoningChunk
 				}
 
+				// Set the reasoning content in the format requested by client
+				choice.Delta.SetReasoningContent(c.Query("reasoning_format"), currentReasoningChunk)
+
+				// Accumulate response content
 				responseText += conv.AsString(choice.Delta.Content)
 			}
+
+			// Send the processed data to the client
+			render.StringData(c, data)
+
+			// Update usage information if available
 			if streamResponse.Usage != nil {
 				usage = streamResponse.Usage
 			}
+
 		case relaymode.Completions:
+			// Send the data immediately for Completions mode
 			render.StringData(c, data)
+
 			var streamResponse CompletionsStreamResponse
 			err := json.Unmarshal([]byte(data[dataPrefixLength:]), &streamResponse)
 			if err != nil {
 				logger.SysError("error unmarshalling stream response: " + err.Error())
 				continue
 			}
+
+			// Accumulate text from all choices
 			for _, choice := range streamResponse.Choices {
 				responseText += choice.Text
 			}
 		}
 	}
 
+	// Check for scanner errors
 	if err := scanner.Err(); err != nil {
 		logger.SysError("error reading stream: " + err.Error())
 	}
 
+	// Ensure stream termination is sent to client
 	if !doneRendered {
 		render.Done(c)
 	}
 
-	err := resp.Body.Close()
+	// Clean up resources
-	if err != nil {
+	if err := resp.Body.Close(); err != nil {
 		return ErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), "", nil
 	}
 
+	// Return the complete response text (reasoning + content) and usage
 	return nil, reasoningText + responseText, usage
 }
 
+// Helper function to extract reasoning content from message delta
+func extractReasoningContent(delta *model.Message) string {
+	content := ""
+
+	// Extract reasoning from different possible fields
+	if delta.Reasoning != nil {
+		content += *delta.Reasoning
+		delta.Reasoning = nil
+	}
+
+	if delta.ReasoningContent != nil {
+		content += *delta.ReasoningContent
+		delta.ReasoningContent = nil
+	}
+
+	return content
+}
+
+// Handler processes non-streaming responses from OpenAI API
+// Returns error (if any) and token usage information
 func Handler(c *gin.Context, resp *http.Response, promptTokens int, modelName string) (*model.ErrorWithStatusCode, *model.Usage) {
-	var textResponse SlimTextResponse
+	// Read the entire response body
 	responseBody, err := io.ReadAll(resp.Body)
 	if err != nil {
 		return ErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError), nil
 	}
-	err = resp.Body.Close()
+
-	if err != nil {
+	// Close the original response body
+	if err = resp.Body.Close(); err != nil {
 		return ErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), nil
 	}
-	err = json.Unmarshal(responseBody, &textResponse)
+
-	if err != nil {
+	// Parse the response JSON
+	var textResponse SlimTextResponse
+	if err = json.Unmarshal(responseBody, &textResponse); err != nil {
 		return ErrorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError), nil
 	}
+
+	// Check for API errors
 	if textResponse.Error.Type != "" {
 		return &model.ErrorWithStatusCode{
 			Error:      textResponse.Error,
 			StatusCode: resp.StatusCode,
 		}, nil
 	}
-	// Reset response body
-	resp.Body = io.NopCloser(bytes.NewBuffer(responseBody))
 
-	// We shouldn't set the header before we parse the response body, because the parse part may fail.
+	// Process reasoning content in each choice
-	// And then we will have to send an error response, but in this case, the header has already been set.
+	for _, msg := range textResponse.Choices {
-	// So the HTTPClient will be confused by the response.
+		reasoningContent := processReasoningContent(&msg)
-	// For example, Postman will report error, and we cannot check the response at all.
+
-	for k, v := range resp.Header {
+		// Set reasoning in requested format if content exists
-		c.Writer.Header().Set(k, v[0])
+		if reasoningContent != "" {
+			msg.SetReasoningContent(c.Query("reasoning_format"), reasoningContent)
+		}
 	}
+
+	// Reset response body for forwarding to client
+	resp.Body = io.NopCloser(bytes.NewBuffer(responseBody))
+	logger.Debugf(c.Request.Context(), "handler response: %s", string(responseBody))
+
+	// Forward all response headers (not just first value of each)
+	for k, values := range resp.Header {
+		for _, v := range values {
+			c.Writer.Header().Add(k, v)
+		}
+	}
+
+	// Set response status and copy body to client
 	c.Writer.WriteHeader(resp.StatusCode)
-	_, err = io.Copy(c.Writer, resp.Body)
+	if _, err = io.Copy(c.Writer, resp.Body); err != nil {
-	if err != nil {
 		return ErrorWrapper(err, "copy_response_body_failed", http.StatusInternalServerError), nil
 	}
-	err = resp.Body.Close()
+
-	if err != nil {
+	// Close the reset body
+	if err = resp.Body.Close(); err != nil {
 		return ErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), nil
 	}
 
-	if textResponse.Usage.TotalTokens == 0 ||
+	// Calculate token usage if not provided by API
-		(textResponse.Usage.PromptTokens == 0 && textResponse.Usage.CompletionTokens == 0) {
+	calculateTokenUsage(&textResponse, promptTokens, modelName)
+
+	return nil, &textResponse.Usage
+}
+
+// processReasoningContent is a helper function to extract and process reasoning content from the message
+func processReasoningContent(msg *TextResponseChoice) string {
+	var reasoningContent string
+
+	// Check different locations for reasoning content
+	switch {
+	case msg.Reasoning != nil:
+		reasoningContent = *msg.Reasoning
+		msg.Reasoning = nil
+	case msg.ReasoningContent != nil:
+		reasoningContent = *msg.ReasoningContent
+		msg.ReasoningContent = nil
+	case msg.Message.Reasoning != nil:
+		reasoningContent = *msg.Message.Reasoning
+		msg.Message.Reasoning = nil
+	case msg.Message.ReasoningContent != nil:
+		reasoningContent = *msg.Message.ReasoningContent
+		msg.Message.ReasoningContent = nil
+	}
+
+	return reasoningContent
+}
+
+// Helper function to calculate token usage
+func calculateTokenUsage(response *SlimTextResponse, promptTokens int, modelName string) {
+	// Calculate tokens if not provided by the API
+	if response.Usage.TotalTokens == 0 ||
+		(response.Usage.PromptTokens == 0 && response.Usage.CompletionTokens == 0) {
+
 		completionTokens := 0
-		for _, choice := range textResponse.Choices {
+		for _, choice := range response.Choices {
+			// Count content tokens
 			completionTokens += CountTokenText(choice.Message.StringContent(), modelName)
+
+			// Count reasoning tokens in all possible locations
 			if choice.Message.Reasoning != nil {
 				completionTokens += CountToken(*choice.Message.Reasoning)
 			}
+			if choice.Message.ReasoningContent != nil {
+				completionTokens += CountToken(*choice.Message.ReasoningContent)
+			}
+			if choice.Reasoning != nil {
+				completionTokens += CountToken(*choice.Reasoning)
+			}
 			if choice.ReasoningContent != nil {
 				completionTokens += CountToken(*choice.ReasoningContent)
 			}
 		}
-		textResponse.Usage = model.Usage{
+
+		// Set usage values
+		response.Usage = model.Usage{
 			PromptTokens:     promptTokens,
 			CompletionTokens: completionTokens,
 			TotalTokens:      promptTokens + completionTokens,
 		}
+	} else if hasAudioTokens(response) {
+		// Handle audio tokens conversion
+		calculateAudioTokens(response, modelName)
+	}
+}
+
+// Helper function to check if response has audio tokens
+func hasAudioTokens(response *SlimTextResponse) bool {
+	return (response.PromptTokensDetails != nil && response.PromptTokensDetails.AudioTokens > 0) ||
+		(response.CompletionTokensDetails != nil && response.CompletionTokensDetails.AudioTokens > 0)
+}
+
+// Helper function to calculate audio token usage
+func calculateAudioTokens(response *SlimTextResponse, modelName string) {
+	// Convert audio tokens for prompt
+	if response.PromptTokensDetails != nil {
+		response.Usage.PromptTokens = response.PromptTokensDetails.TextTokens +
+			int(math.Ceil(
+				float64(response.PromptTokensDetails.AudioTokens)*
+					ratio.GetAudioPromptRatio(modelName),
+			))
 	}
 
-	return nil, &textResponse.Usage
+	// Convert audio tokens for completion
+	if response.CompletionTokensDetails != nil {
+		response.Usage.CompletionTokens = response.CompletionTokensDetails.TextTokens +
+			int(math.Ceil(
+				float64(response.CompletionTokensDetails.AudioTokens)*
+					ratio.GetAudioPromptRatio(modelName)*ratio.GetAudioCompletionRatio(modelName),
+			))
+	}
+
+	// Calculate total tokens
+	response.Usage.TotalTokens = response.Usage.PromptTokens + response.Usage.CompletionTokens
 }

relay/adaptor/openai/model.go

@@ -1,6 +1,10 @@
 package openai
 
-import "github.com/songquanpeng/one-api/relay/model"
+import (
+	"mime/multipart"
+
+	"github.com/songquanpeng/one-api/relay/model"
+)
 
 type TextContent struct {
 	Type string `json:"type,omitempty"`
@@ -71,6 +75,24 @@ type TextToSpeechRequest struct {
 	ResponseFormat string  `json:"response_format"`
 }
 
+type AudioTranscriptionRequest struct {
+	File                 *multipart.FileHeader `form:"file" binding:"required"`
+	Model                string                `form:"model" binding:"required"`
+	Language             string                `form:"language"`
+	Prompt               string                `form:"prompt"`
+	ReponseFormat        string                `form:"response_format" binding:"oneof=json text srt verbose_json vtt"`
+	Temperature          float64               `form:"temperature"`
+	TimestampGranularity []string              `form:"timestamp_granularity"`
+}
+
+type AudioTranslationRequest struct {
+	File           *multipart.FileHeader `form:"file" binding:"required"`
+	Model          string                `form:"model" binding:"required"`
+	Prompt         string                `form:"prompt"`
+	ResponseFormat string                `form:"response_format" binding:"oneof=json text srt verbose_json vtt"`
+	Temperature    float64               `form:"temperature"`
+}
+
 type UsageOrResponseText struct {
 	*model.Usage
 	ResponseText string
@@ -110,12 +132,14 @@ type EmbeddingResponse struct {
 	model.Usage `json:"usage"`
 }
 
+// ImageData represents an image in the response
 type ImageData struct {
 	Url           string `json:"url,omitempty"`
 	B64Json       string `json:"b64_json,omitempty"`
 	RevisedPrompt string `json:"revised_prompt,omitempty"`
 }
 
+// ImageResponse represents the response structure for image generations
 type ImageResponse struct {
 	Created int64       `json:"created"`
 	Data    []ImageData `json:"data"`

relay/adaptor/openai/token.go

@@ -1,16 +1,20 @@
 package openai
 
 import (
-	"errors"
+	"bytes"
+	"context"
+	"encoding/base64"
 	"fmt"
 	"math"
 	"strings"
 
+	"github.com/pkg/errors"
 	"github.com/pkoukk/tiktoken-go"
-
 	"github.com/songquanpeng/one-api/common/config"
+	"github.com/songquanpeng/one-api/common/helper"
 	"github.com/songquanpeng/one-api/common/image"
 	"github.com/songquanpeng/one-api/common/logger"
+	"github.com/songquanpeng/one-api/relay/billing/ratio"
 	billingratio "github.com/songquanpeng/one-api/relay/billing/ratio"
 	"github.com/songquanpeng/one-api/relay/model"
 )
@@ -73,8 +77,10 @@ func getTokenNum(tokenEncoder *tiktoken.Tiktoken, text string) int {
 	return len(tokenEncoder.Encode(text, nil, nil))
 }
 
-func CountTokenMessages(messages []model.Message, model string) int {
+// CountTokenMessages counts the number of tokens in a list of messages.
-	tokenEncoder := getTokenEncoder(model)
+func CountTokenMessages(ctx context.Context,
+	messages []model.Message, actualModel string) int {
+	tokenEncoder := getTokenEncoder(actualModel)
 	// Reference:
 	// https://github.com/openai/openai-cookbook/blob/main/examples/How_to_count_tokens_with_tiktoken.ipynb
 	// https://github.com/pkoukk/tiktoken-go/issues/6
@@ -82,47 +88,54 @@ func CountTokenMessages(messages []model.Message, model string) int {
 	// Every message follows <|start|>{role/name}\n{content}<|end|>\n
 	var tokensPerMessage int
 	var tokensPerName int
-	if model == "gpt-3.5-turbo-0301" {
+	if actualModel == "gpt-3.5-turbo-0301" {
 		tokensPerMessage = 4
 		tokensPerName = -1 // If there's a name, the role is omitted
 	} else {
 		tokensPerMessage = 3
 		tokensPerName = 1
 	}
+
 	tokenNum := 0
+	var totalAudioTokens float64
 	for _, message := range messages {
 		tokenNum += tokensPerMessage
-		switch v := message.Content.(type) {
+		contents := message.ParseContent()
-		case string:
+		for _, content := range contents {
-			tokenNum += getTokenNum(tokenEncoder, v)
+			switch content.Type {
-		case []any:
+			case model.ContentTypeText:
-			for _, it := range v {
+				if content.Text != nil {
-				m := it.(map[string]any)
+					tokenNum += getTokenNum(tokenEncoder, *content.Text)
-				switch m["type"] {
+				}
-				case "text":
+			case model.ContentTypeImageURL:
-					if textValue, ok := m["text"]; ok {
+				imageTokens, err := countImageTokens(
-						if textString, ok := textValue.(string); ok {
+					content.ImageURL.Url,
-							tokenNum += getTokenNum(tokenEncoder, textString)
+					content.ImageURL.Detail,
-						}
+					actualModel)
-					}
+				if err != nil {
-				case "image_url":
+					logger.SysError("error counting image tokens: " + err.Error())
-					imageUrl, ok := m["image_url"].(map[string]any)
+				} else {
-					if ok {
+					tokenNum += imageTokens
-						url := imageUrl["url"].(string)
+				}
-						detail := ""
+			case model.ContentTypeInputAudio:
-						if imageUrl["detail"] != nil {
+				audioData, err := base64.StdEncoding.DecodeString(content.InputAudio.Data)
-							detail = imageUrl["detail"].(string)
+				if err != nil {
-						}
+					logger.SysError("error decoding audio data: " + err.Error())
-						imageTokens, err := countImageTokens(url, detail, model)
+				}
-						if err != nil {
+
-							logger.SysError("error counting image tokens: " + err.Error())
+				audioTokens, err := helper.GetAudioTokens(ctx,
-						} else {
+					bytes.NewReader(audioData),
-							tokenNum += imageTokens
+					ratio.GetAudioPromptTokensPerSecond(actualModel))
-						}
+				if err != nil {
-					}
+					logger.SysError("error counting audio tokens: " + err.Error())
+				} else {
+					totalAudioTokens += audioTokens
 				}
 			}
 		}
+
+		tokenNum += int(math.Ceil(totalAudioTokens))
+
 		tokenNum += getTokenNum(tokenEncoder, message.Role)
 		if message.Name != nil {
 			tokenNum += tokensPerName

relay/adaptor/openai/util.go

@@ -3,6 +3,7 @@ package openai
 import (
 	"context"
 	"fmt"
+	"strings"
 
 	"github.com/songquanpeng/one-api/common/logger"
 	"github.com/songquanpeng/one-api/relay/model"
@@ -21,3 +22,11 @@ func ErrorWrapper(err error, code string, statusCode int) *model.ErrorWithStatus
 		StatusCode: statusCode,
 	}
 }
+
+func NormalizeDataLine(data string) string {
+	if strings.HasPrefix(data, "data:") {
+		content := strings.TrimLeft(data[len("data:"):], " ")
+		return "data: " + content
+	}
+	return data
+}

relay/adaptor/palm/adaptor.go

@@ -36,7 +36,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	return ConvertRequest(*request), nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/proxy/adaptor.go

@@ -80,7 +80,7 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Request, meta *me
 	return nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	return nil, errors.Errorf("not implement")
 }
 

relay/adaptor/replicate/adaptor.go

@@ -23,7 +23,7 @@ type Adaptor struct {
 }
 
 // ConvertImageRequest implements adaptor.Adaptor.
-func (*Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (*Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	return DrawImageRequest{
 		Input: ImageInput{
 			Steps:           25,

relay/adaptor/tencent/adaptor.go

@@ -69,7 +69,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	return convertedRequest, nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/vertexai/adaptor.go

@@ -105,7 +105,7 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Request, meta *me
 	return nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/xunfei/adaptor.go

@@ -39,7 +39,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	return nil, nil
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/adaptor/zhipu/adaptor.go

@@ -80,7 +80,7 @@ func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.G
 	}
 }
 
-func (a *Adaptor) ConvertImageRequest(request *model.ImageRequest) (any, error) {
+func (a *Adaptor) ConvertImageRequest(_ *gin.Context, request *model.ImageRequest) (any, error) {
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}

relay/controller/helper.go

@@ -43,10 +43,10 @@ func getAndValidateTextRequest(c *gin.Context, relayMode int) (*relaymodel.Gener
 	return textRequest, nil
 }
 
-func getPromptTokens(textRequest *relaymodel.GeneralOpenAIRequest, relayMode int) int {
+func getPromptTokens(ctx context.Context, textRequest *relaymodel.GeneralOpenAIRequest, relayMode int) int {
 	switch relayMode {
 	case relaymode.ChatCompletions:
-		return openai.CountTokenMessages(textRequest.Messages, textRequest.Model)
+		return openai.CountTokenMessages(ctx, textRequest.Messages, textRequest.Model)
 	case relaymode.Completions:
 		return openai.CountTokenInput(textRequest.Prompt, textRequest.Model)
 	case relaymode.Moderations:

relay/controller/image.go

@@ -157,7 +157,7 @@ func RelayImageHelper(c *gin.Context, relayMode int) *relaymodel.ErrorWithStatus
 		channeltype.Ali,
 		channeltype.Replicate,
 		channeltype.Baidu:
-		finalRequest, err := adaptor.ConvertImageRequest(imageRequest)
+		finalRequest, err := adaptor.ConvertImageRequest(c, imageRequest)
 		if err != nil {
 			return openai.ErrorWrapper(err, "convert_image_request_failed", http.StatusInternalServerError)
 		}

relay/controller/text.go

@@ -45,7 +45,7 @@ func RelayTextHelper(c *gin.Context) *model.ErrorWithStatusCode {
 	groupRatio := billingratio.GetGroupRatio(meta.Group)
 	ratio := modelRatio * groupRatio
 	// pre-consume quota
-	promptTokens := getPromptTokens(textRequest, meta.Mode)
+	promptTokens := getPromptTokens(c.Request.Context(), textRequest, meta.Mode)
 	meta.PromptTokens = promptTokens
 	preConsumedQuota, bizErr := preConsumeQuota(ctx, textRequest, promptTokens, ratio, meta)
 	if bizErr != nil {

relay/relaymode/define.go

@@ -13,4 +13,5 @@ const (
 	AudioTranslation
 	// Proxy is a special relay mode for proxying requests to custom upstream
 	Proxy
+	ImagesEdits
 )