Files
new-api/relay/channel/claude/relay-claude.go

673 lines
23 KiB
Go

package claude
import (
"encoding/json"
"fmt"
"io"
"net/http"
"one-api/common"
"one-api/dto"
relaycommon "one-api/relay/common"
"one-api/relay/helper"
"one-api/service"
"one-api/setting/model_setting"
"strings"
"github.com/gin-gonic/gin"
)
func stopReasonClaude2OpenAI(reason string) string {
switch reason {
case "stop_sequence":
return "stop"
case "end_turn":
return "stop"
case "max_tokens":
return "max_tokens"
case "tool_use":
return "tool_calls"
default:
return reason
}
}
func RequestOpenAI2ClaudeComplete(textRequest dto.GeneralOpenAIRequest) *dto.ClaudeRequest {
claudeRequest := dto.ClaudeRequest{
Model: textRequest.Model,
Prompt: "",
StopSequences: nil,
Temperature: textRequest.Temperature,
TopP: textRequest.TopP,
TopK: textRequest.TopK,
Stream: textRequest.Stream,
}
if claudeRequest.MaxTokensToSample == 0 {
claudeRequest.MaxTokensToSample = 4096
}
prompt := ""
for _, message := range textRequest.Messages {
if message.Role == "user" {
prompt += fmt.Sprintf("\n\nHuman: %s", message.Content)
} else if message.Role == "assistant" {
prompt += fmt.Sprintf("\n\nAssistant: %s", message.Content)
} else if message.Role == "system" {
if prompt == "" {
prompt = message.StringContent()
}
}
}
prompt += "\n\nAssistant:"
claudeRequest.Prompt = prompt
return &claudeRequest
}
func RequestOpenAI2ClaudeMessage(textRequest dto.GeneralOpenAIRequest) (*dto.ClaudeRequest, error) {
claudeTools := make([]dto.Tool, 0, len(textRequest.Tools))
for _, tool := range textRequest.Tools {
if params, ok := tool.Function.Parameters.(map[string]any); ok {
claudeTool := dto.Tool{
Name: tool.Function.Name,
Description: tool.Function.Description,
}
claudeTool.InputSchema = make(map[string]interface{})
if params["type"] != nil {
claudeTool.InputSchema["type"] = params["type"].(string)
}
claudeTool.InputSchema["properties"] = params["properties"]
claudeTool.InputSchema["required"] = params["required"]
for s, a := range params {
if s == "type" || s == "properties" || s == "required" {
continue
}
claudeTool.InputSchema[s] = a
}
claudeTools = append(claudeTools, claudeTool)
}
}
claudeRequest := dto.ClaudeRequest{
Model: textRequest.Model,
MaxTokens: textRequest.MaxTokens,
StopSequences: nil,
Temperature: textRequest.Temperature,
TopP: textRequest.TopP,
TopK: textRequest.TopK,
Stream: textRequest.Stream,
Tools: claudeTools,
}
if claudeRequest.MaxTokens == 0 {
claudeRequest.MaxTokens = uint(model_setting.GetClaudeSettings().GetDefaultMaxTokens(textRequest.Model))
}
if model_setting.GetClaudeSettings().ThinkingAdapterEnabled &&
strings.HasSuffix(textRequest.Model, "-thinking") {
// 因为BudgetTokens 必须大于1024
if claudeRequest.MaxTokens < 1280 {
claudeRequest.MaxTokens = 1280
}
// BudgetTokens 为 max_tokens 的 80%
claudeRequest.Thinking = &dto.Thinking{
Type: "enabled",
BudgetTokens: int(float64(claudeRequest.MaxTokens) * model_setting.GetClaudeSettings().ThinkingAdapterBudgetTokensPercentage),
}
// TODO: 临时处理
// https://docs.anthropic.com/en/docs/build-with-claude/extended-thinking#important-considerations-when-using-extended-thinking
claudeRequest.TopP = 0
claudeRequest.Temperature = common.GetPointer[float64](1.0)
claudeRequest.Model = strings.TrimSuffix(textRequest.Model, "-thinking")
}
if textRequest.Stop != nil {
// stop maybe string/array string, convert to array string
switch textRequest.Stop.(type) {
case string:
claudeRequest.StopSequences = []string{textRequest.Stop.(string)}
case []interface{}:
stopSequences := make([]string, 0)
for _, stop := range textRequest.Stop.([]interface{}) {
stopSequences = append(stopSequences, stop.(string))
}
claudeRequest.StopSequences = stopSequences
}
}
formatMessages := make([]dto.Message, 0)
lastMessage := dto.Message{
Role: "tool",
}
for i, message := range textRequest.Messages {
if message.Role == "" {
textRequest.Messages[i].Role = "user"
}
fmtMessage := dto.Message{
Role: message.Role,
Content: message.Content,
}
if message.Role == "tool" {
fmtMessage.ToolCallId = message.ToolCallId
}
if message.Role == "assistant" && message.ToolCalls != nil {
fmtMessage.ToolCalls = message.ToolCalls
}
if lastMessage.Role == message.Role && lastMessage.Role != "tool" {
if lastMessage.IsStringContent() && message.IsStringContent() {
content, _ := json.Marshal(strings.Trim(fmt.Sprintf("%s %s", lastMessage.StringContent(), message.StringContent()), "\""))
fmtMessage.Content = content
// delete last message
formatMessages = formatMessages[:len(formatMessages)-1]
}
}
if fmtMessage.Content == nil {
content, _ := json.Marshal("...")
fmtMessage.Content = content
}
formatMessages = append(formatMessages, fmtMessage)
lastMessage = fmtMessage
}
claudeMessages := make([]dto.ClaudeMessage, 0)
isFirstMessage := true
for _, message := range formatMessages {
if message.Role == "system" {
if message.IsStringContent() {
claudeRequest.System = message.StringContent()
} else {
contents := message.ParseContent()
content := ""
for _, ctx := range contents {
if ctx.Type == "text" {
content += ctx.Text
}
}
claudeRequest.System = content
}
} else {
if isFirstMessage {
isFirstMessage = false
if message.Role != "user" {
// fix: first message is assistant, add user message
claudeMessage := dto.ClaudeMessage{
Role: "user",
Content: []dto.ClaudeMediaMessage{
{
Type: "text",
Text: common.GetPointer[string]("..."),
},
},
}
claudeMessages = append(claudeMessages, claudeMessage)
}
}
claudeMessage := dto.ClaudeMessage{
Role: message.Role,
}
if message.Role == "tool" {
if len(claudeMessages) > 0 && claudeMessages[len(claudeMessages)-1].Role == "user" {
lastMessage := claudeMessages[len(claudeMessages)-1]
if content, ok := lastMessage.Content.(string); ok {
lastMessage.Content = []dto.ClaudeMediaMessage{
{
Type: "text",
Text: common.GetPointer[string](content),
},
}
}
lastMessage.Content = append(lastMessage.Content.([]dto.ClaudeMediaMessage), dto.ClaudeMediaMessage{
Type: "tool_result",
ToolUseId: message.ToolCallId,
Content: message.Content,
})
claudeMessages[len(claudeMessages)-1] = lastMessage
continue
} else {
claudeMessage.Role = "user"
claudeMessage.Content = []dto.ClaudeMediaMessage{
{
Type: "tool_result",
ToolUseId: message.ToolCallId,
Content: message.Content,
},
}
}
} else if message.IsStringContent() && message.ToolCalls == nil {
claudeMessage.Content = message.StringContent()
} else {
claudeMediaMessages := make([]dto.ClaudeMediaMessage, 0)
for _, mediaMessage := range message.ParseContent() {
claudeMediaMessage := dto.ClaudeMediaMessage{
Type: mediaMessage.Type,
}
if mediaMessage.Type == "text" {
claudeMediaMessage.Text = common.GetPointer[string](mediaMessage.Text)
} else {
imageUrl := mediaMessage.GetImageMedia()
claudeMediaMessage.Type = "image"
claudeMediaMessage.Source = &dto.ClaudeMessageSource{}
// 判断是否是url
if strings.HasPrefix(imageUrl.Url, "http") {
claudeMediaMessage.Source.Type = "url"
claudeMediaMessage.Source.Url = imageUrl.Url
} else {
_, format, base64String, err := service.DecodeBase64ImageData(imageUrl.Url)
if err != nil {
return nil, err
}
claudeMediaMessage.Source.Type = "base64"
claudeMediaMessage.Source.MediaType = "image/" + format
claudeMediaMessage.Source.Data = base64String
}
}
claudeMediaMessages = append(claudeMediaMessages, claudeMediaMessage)
}
if message.ToolCalls != nil {
for _, toolCall := range message.ParseToolCalls() {
inputObj := make(map[string]any)
if err := json.Unmarshal([]byte(toolCall.Function.Arguments), &inputObj); err != nil {
common.SysError("tool call function arguments is not a map[string]any: " + fmt.Sprintf("%v", toolCall.Function.Arguments))
continue
}
claudeMediaMessages = append(claudeMediaMessages, dto.ClaudeMediaMessage{
Type: "tool_use",
Id: toolCall.ID,
Name: toolCall.Function.Name,
Input: inputObj,
})
}
}
claudeMessage.Content = claudeMediaMessages
}
claudeMessages = append(claudeMessages, claudeMessage)
}
}
claudeRequest.Prompt = ""
claudeRequest.Messages = claudeMessages
return &claudeRequest, nil
}
func StreamResponseClaude2OpenAI(reqMode int, claudeResponse *dto.ClaudeResponse) *dto.ChatCompletionsStreamResponse {
var response dto.ChatCompletionsStreamResponse
response.Object = "chat.completion.chunk"
response.Model = claudeResponse.Model
response.Choices = make([]dto.ChatCompletionsStreamResponseChoice, 0)
tools := make([]dto.ToolCallResponse, 0)
fcIdx := 0
if claudeResponse.Index != nil {
fcIdx = *claudeResponse.Index - 1
if fcIdx < 0 {
fcIdx = 0
}
}
var choice dto.ChatCompletionsStreamResponseChoice
if reqMode == RequestModeCompletion {
choice.Delta.SetContentString(claudeResponse.Completion)
finishReason := stopReasonClaude2OpenAI(claudeResponse.StopReason)
if finishReason != "null" {
choice.FinishReason = &finishReason
}
} else {
if claudeResponse.Type == "message_start" {
response.Id = claudeResponse.Message.Id
response.Model = claudeResponse.Message.Model
//claudeUsage = &claudeResponse.Message.Usage
choice.Delta.SetContentString("")
choice.Delta.Role = "assistant"
} else if claudeResponse.Type == "content_block_start" {
if claudeResponse.ContentBlock != nil {
//choice.Delta.SetContentString(claudeResponse.ContentBlock.Text)
if claudeResponse.ContentBlock.Type == "tool_use" {
tools = append(tools, dto.ToolCallResponse{
Index: common.GetPointer(fcIdx),
ID: claudeResponse.ContentBlock.Id,
Type: "function",
Function: dto.FunctionResponse{
Name: claudeResponse.ContentBlock.Name,
Arguments: "",
},
})
}
} else {
return nil
}
} else if claudeResponse.Type == "content_block_delta" {
if claudeResponse.Delta != nil {
choice.Delta.Content = claudeResponse.Delta.Text
switch claudeResponse.Delta.Type {
case "input_json_delta":
tools = append(tools, dto.ToolCallResponse{
Type: "function",
Index: common.GetPointer(fcIdx),
Function: dto.FunctionResponse{
Arguments: *claudeResponse.Delta.PartialJson,
},
})
case "signature_delta":
// 加密的不处理
signatureContent := "\n"
choice.Delta.ReasoningContent = &signatureContent
case "thinking_delta":
thinkingContent := claudeResponse.Delta.Thinking
choice.Delta.ReasoningContent = &thinkingContent
}
}
} else if claudeResponse.Type == "message_delta" {
finishReason := stopReasonClaude2OpenAI(*claudeResponse.Delta.StopReason)
if finishReason != "null" {
choice.FinishReason = &finishReason
}
//claudeUsage = &claudeResponse.Usage
} else if claudeResponse.Type == "message_stop" {
return nil
} else {
return nil
}
}
if len(tools) > 0 {
choice.Delta.Content = nil // compatible with other OpenAI derivative applications, like LobeOpenAICompatibleFactory ...
choice.Delta.ToolCalls = tools
}
response.Choices = append(response.Choices, choice)
return &response
}
func ResponseClaude2OpenAI(reqMode int, claudeResponse *dto.ClaudeResponse) *dto.OpenAITextResponse {
choices := make([]dto.OpenAITextResponseChoice, 0)
fullTextResponse := dto.OpenAITextResponse{
Id: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
Object: "chat.completion",
Created: common.GetTimestamp(),
}
var responseText string
var responseThinking string
if len(claudeResponse.Content) > 0 {
responseText = claudeResponse.Content[0].GetText()
responseThinking = claudeResponse.Content[0].Thinking
}
tools := make([]dto.ToolCallResponse, 0)
thinkingContent := ""
if reqMode == RequestModeCompletion {
content, _ := json.Marshal(strings.TrimPrefix(claudeResponse.Completion, " "))
choice := dto.OpenAITextResponseChoice{
Index: 0,
Message: dto.Message{
Role: "assistant",
Content: content,
Name: nil,
},
FinishReason: stopReasonClaude2OpenAI(claudeResponse.StopReason),
}
choices = append(choices, choice)
} else {
fullTextResponse.Id = claudeResponse.Id
for _, message := range claudeResponse.Content {
switch message.Type {
case "tool_use":
args, _ := json.Marshal(message.Input)
tools = append(tools, dto.ToolCallResponse{
ID: message.Id,
Type: "function", // compatible with other OpenAI derivative applications
Function: dto.FunctionResponse{
Name: message.Name,
Arguments: string(args),
},
})
case "thinking":
// 加密的不管, 只输出明文的推理过程
thinkingContent = message.Thinking
case "text":
responseText = message.GetText()
}
}
}
choice := dto.OpenAITextResponseChoice{
Index: 0,
Message: dto.Message{
Role: "assistant",
},
FinishReason: stopReasonClaude2OpenAI(claudeResponse.StopReason),
}
choice.SetStringContent(responseText)
if len(responseThinking) > 0 {
choice.ReasoningContent = responseThinking
}
if len(tools) > 0 {
choice.Message.SetToolCalls(tools)
}
choice.Message.ReasoningContent = thinkingContent
fullTextResponse.Model = claudeResponse.Model
choices = append(choices, choice)
fullTextResponse.Choices = choices
return &fullTextResponse
}
type ClaudeResponseInfo struct {
ResponseId string
Created int64
Model string
ResponseText strings.Builder
Usage *dto.Usage
}
func FormatClaudeResponseInfo(requestMode int, claudeResponse *dto.ClaudeResponse, oaiResponse *dto.ChatCompletionsStreamResponse, claudeInfo *ClaudeResponseInfo) bool {
if requestMode == RequestModeCompletion {
claudeInfo.ResponseText.WriteString(claudeResponse.Completion)
} else {
if claudeResponse.Type == "message_start" {
// message_start, 获取usage
claudeInfo.ResponseId = claudeResponse.Message.Id
claudeInfo.Model = claudeResponse.Message.Model
claudeInfo.Usage.PromptTokens = claudeResponse.Message.Usage.InputTokens
} else if claudeResponse.Type == "content_block_delta" {
if claudeResponse.Delta.Text != nil {
claudeInfo.ResponseText.WriteString(*claudeResponse.Delta.Text)
}
} else if claudeResponse.Type == "message_delta" {
claudeInfo.Usage.CompletionTokens = claudeResponse.Usage.OutputTokens
if claudeResponse.Usage.InputTokens > 0 {
claudeInfo.Usage.PromptTokens = claudeResponse.Usage.InputTokens
}
claudeInfo.Usage.TotalTokens = claudeInfo.Usage.PromptTokens + claudeResponse.Usage.OutputTokens
} else if claudeResponse.Type == "content_block_start" {
} else {
return false
}
}
if oaiResponse != nil {
oaiResponse.Id = claudeInfo.ResponseId
oaiResponse.Created = claudeInfo.Created
oaiResponse.Model = claudeInfo.Model
}
return true
}
func HandleStreamResponseData(c *gin.Context, info *relaycommon.RelayInfo, claudeInfo *ClaudeResponseInfo, data string, requestMode int) *dto.OpenAIErrorWithStatusCode {
var claudeResponse dto.ClaudeResponse
err := common.DecodeJsonStr(data, &claudeResponse)
if err != nil {
common.SysError("error unmarshalling stream response: " + err.Error())
return service.OpenAIErrorWrapper(err, "stream_response_error", http.StatusInternalServerError)
}
if claudeResponse.Error != nil && claudeResponse.Error.Type != "" {
return &dto.OpenAIErrorWithStatusCode{
Error: dto.OpenAIError{
Code: "stream_response_error",
Type: claudeResponse.Error.Type,
Message: claudeResponse.Error.Message,
},
StatusCode: http.StatusInternalServerError,
}
}
if info.RelayFormat == relaycommon.RelayFormatClaude {
if requestMode == RequestModeCompletion {
claudeInfo.ResponseText.WriteString(claudeResponse.Completion)
} else {
if claudeResponse.Type == "message_start" {
// message_start, 获取usage
info.UpstreamModelName = claudeResponse.Message.Model
claudeInfo.Usage.PromptTokens = claudeResponse.Message.Usage.InputTokens
claudeInfo.Usage.PromptTokensDetails.CachedTokens = claudeResponse.Message.Usage.CacheReadInputTokens
claudeInfo.Usage.PromptTokensDetails.CachedCreationTokens = claudeResponse.Message.Usage.CacheCreationInputTokens
claudeInfo.Usage.CompletionTokens = claudeResponse.Message.Usage.OutputTokens
} else if claudeResponse.Type == "content_block_delta" {
claudeInfo.ResponseText.WriteString(claudeResponse.Delta.GetText())
} else if claudeResponse.Type == "message_delta" {
if claudeResponse.Usage.InputTokens > 0 {
// 不叠加,只取最新的
claudeInfo.Usage.PromptTokens = claudeResponse.Usage.InputTokens
}
claudeInfo.Usage.CompletionTokens = claudeResponse.Usage.OutputTokens
claudeInfo.Usage.TotalTokens = claudeInfo.Usage.PromptTokens + claudeInfo.Usage.CompletionTokens
}
}
helper.ClaudeChunkData(c, claudeResponse, data)
} else if info.RelayFormat == relaycommon.RelayFormatOpenAI {
response := StreamResponseClaude2OpenAI(requestMode, &claudeResponse)
if !FormatClaudeResponseInfo(requestMode, &claudeResponse, response, claudeInfo) {
return nil
}
err = helper.ObjectData(c, response)
if err != nil {
common.LogError(c, "send_stream_response_failed: "+err.Error())
}
}
return nil
}
func HandleStreamFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, claudeInfo *ClaudeResponseInfo, requestMode int) {
if info.RelayFormat == relaycommon.RelayFormatClaude {
if requestMode == RequestModeCompletion {
claudeInfo.Usage, _ = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, info.PromptTokens)
} else {
// 说明流模式建立失败,可能为官方出错
if claudeInfo.Usage.PromptTokens == 0 {
//usage.PromptTokens = info.PromptTokens
}
if claudeInfo.Usage.CompletionTokens == 0 {
claudeInfo.Usage, _ = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, claudeInfo.Usage.PromptTokens)
}
}
} else if info.RelayFormat == relaycommon.RelayFormatOpenAI {
if requestMode == RequestModeCompletion {
claudeInfo.Usage, _ = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, info.PromptTokens)
} else {
if claudeInfo.Usage.PromptTokens == 0 {
//上游出错
}
if claudeInfo.Usage.CompletionTokens == 0 {
claudeInfo.Usage, _ = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, claudeInfo.Usage.PromptTokens)
}
}
if info.ShouldIncludeUsage {
response := helper.GenerateFinalUsageResponse(claudeInfo.ResponseId, claudeInfo.Created, info.UpstreamModelName, *claudeInfo.Usage)
err := helper.ObjectData(c, response)
if err != nil {
common.SysError("send final response failed: " + err.Error())
}
}
helper.Done(c)
}
}
func ClaudeStreamHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo, requestMode int) (*dto.OpenAIErrorWithStatusCode, *dto.Usage) {
claudeInfo := &ClaudeResponseInfo{
ResponseId: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
Created: common.GetTimestamp(),
Model: info.UpstreamModelName,
ResponseText: strings.Builder{},
Usage: &dto.Usage{},
}
var err *dto.OpenAIErrorWithStatusCode
helper.StreamScannerHandler(c, resp, info, func(data string) bool {
err = HandleStreamResponseData(c, info, claudeInfo, data, requestMode)
if err != nil {
return false
}
return true
})
if err != nil {
return err, nil
}
HandleStreamFinalResponse(c, info, claudeInfo, requestMode)
return nil, claudeInfo.Usage
}
func HandleClaudeResponseData(c *gin.Context, info *relaycommon.RelayInfo, claudeInfo *ClaudeResponseInfo, data []byte, requestMode int) *dto.OpenAIErrorWithStatusCode {
var claudeResponse dto.ClaudeResponse
err := common.DecodeJson(data, &claudeResponse)
if err != nil {
return service.OpenAIErrorWrapper(err, "unmarshal_claude_response_failed", http.StatusInternalServerError)
}
if claudeResponse.Error != nil && claudeResponse.Error.Type != "" {
return &dto.OpenAIErrorWithStatusCode{
Error: dto.OpenAIError{
Message: claudeResponse.Error.Message,
Type: claudeResponse.Error.Type,
Code: claudeResponse.Error.Type,
},
StatusCode: http.StatusInternalServerError,
}
}
if requestMode == RequestModeCompletion {
completionTokens, err := service.CountTextToken(claudeResponse.Completion, info.OriginModelName)
if err != nil {
return service.OpenAIErrorWrapper(err, "count_token_text_failed", http.StatusInternalServerError)
}
claudeInfo.Usage.PromptTokens = info.PromptTokens
claudeInfo.Usage.CompletionTokens = completionTokens
claudeInfo.Usage.TotalTokens = info.PromptTokens + completionTokens
} else {
claudeInfo.Usage.PromptTokens = claudeResponse.Usage.InputTokens
claudeInfo.Usage.CompletionTokens = claudeResponse.Usage.OutputTokens
claudeInfo.Usage.TotalTokens = claudeResponse.Usage.InputTokens + claudeResponse.Usage.OutputTokens
claudeInfo.Usage.PromptTokensDetails.CachedTokens = claudeResponse.Usage.CacheReadInputTokens
claudeInfo.Usage.PromptTokensDetails.CachedCreationTokens = claudeResponse.Usage.CacheCreationInputTokens
}
var responseData []byte
switch info.RelayFormat {
case relaycommon.RelayFormatOpenAI:
openaiResponse := ResponseClaude2OpenAI(requestMode, &claudeResponse)
openaiResponse.Usage = *claudeInfo.Usage
responseData, err = json.Marshal(openaiResponse)
if err != nil {
return service.OpenAIErrorWrapper(err, "marshal_response_body_failed", http.StatusInternalServerError)
}
case relaycommon.RelayFormatClaude:
responseData = data
}
c.Writer.Header().Set("Content-Type", "application/json")
c.Writer.WriteHeader(http.StatusOK)
_, err = c.Writer.Write(responseData)
return nil
}
func ClaudeHandler(c *gin.Context, resp *http.Response, requestMode int, info *relaycommon.RelayInfo) (*dto.OpenAIErrorWithStatusCode, *dto.Usage) {
claudeInfo := &ClaudeResponseInfo{
ResponseId: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
Created: common.GetTimestamp(),
Model: info.UpstreamModelName,
ResponseText: strings.Builder{},
Usage: &dto.Usage{},
}
responseBody, err := io.ReadAll(resp.Body)
if err != nil {
return service.OpenAIErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError), nil
}
resp.Body.Close()
if common.DebugEnabled {
println("responseBody: ", string(responseBody))
}
handleErr := HandleClaudeResponseData(c, info, claudeInfo, responseBody, requestMode)
if handleErr != nil {
return handleErr, nil
}
return nil, claudeInfo.Usage
}