添加gemini支持

This commit is contained in:
CaIon 2023-12-18 23:45:08 +08:00
parent b3f1da44dd
commit e057c0e42e
9 changed files with 372 additions and 0 deletions

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@ -190,6 +190,7 @@ const (
ChannelTypeAIProxyLibrary = 21
ChannelTypeFastGPT = 22
ChannelTypeTencent = 23
ChannelTypeGemini = 24
)
var ChannelBaseURLs = []string{

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@ -61,6 +61,7 @@ var ModelRatio = map[string]float64{
"ERNIE-Bot-4": 8.572, // ¥0.12 / 1k tokens
"Embedding-V1": 0.1429, // ¥0.002 / 1k tokens
"PaLM-2": 1,
"gemini-pro": 1, // $0.00025 / 1k characters -> $0.001 / 1k tokens
"chatglm_turbo": 0.3572, // ¥0.005 / 1k tokens
"chatglm_pro": 0.7143, // ¥0.01 / 1k tokens
"chatglm_std": 0.3572, // ¥0.005 / 1k tokens

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@ -29,6 +29,8 @@ func testChannel(channel *model.Channel, request ChatRequest) (err error, openai
fallthrough
case common.ChannelType360:
fallthrough
case common.ChannelTypeGemini:
fallthrough
case common.ChannelTypeXunfei:
return errors.New("该渠道类型当前版本不支持测试,请手动测试"), nil
case common.ChannelTypeAzure:

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@ -423,6 +423,15 @@ func init() {
Root: "PaLM-2",
Parent: nil,
},
{
Id: "gemini-pro",
Object: "model",
Created: 1677649963,
OwnedBy: "google",
Permission: permission,
Root: "gemini-pro",
Parent: nil,
},
{
Id: "chatglm_turbo",
Object: "model",

307
controller/relay-gemini.go Normal file
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@ -0,0 +1,307 @@
package controller
import (
"bufio"
"encoding/json"
"fmt"
"io"
"net/http"
"one-api/common"
"strings"
"github.com/gin-gonic/gin"
)
type GeminiChatRequest struct {
Contents []GeminiChatContent `json:"contents"`
SafetySettings []GeminiChatSafetySettings `json:"safety_settings,omitempty"`
GenerationConfig GeminiChatGenerationConfig `json:"generation_config,omitempty"`
Tools []GeminiChatTools `json:"tools,omitempty"`
}
type GeminiInlineData struct {
MimeType string `json:"mimeType"`
Data string `json:"data"`
}
type GeminiPart struct {
Text string `json:"text,omitempty"`
InlineData *GeminiInlineData `json:"inlineData,omitempty"`
}
type GeminiChatContent struct {
Role string `json:"role,omitempty"`
Parts []GeminiPart `json:"parts"`
}
type GeminiChatSafetySettings struct {
Category string `json:"category"`
Threshold string `json:"threshold"`
}
type GeminiChatTools struct {
FunctionDeclarations any `json:"functionDeclarations,omitempty"`
}
type GeminiChatGenerationConfig struct {
Temperature float64 `json:"temperature,omitempty"`
TopP float64 `json:"topP,omitempty"`
TopK float64 `json:"topK,omitempty"`
MaxOutputTokens int `json:"maxOutputTokens,omitempty"`
CandidateCount int `json:"candidateCount,omitempty"`
StopSequences []string `json:"stopSequences,omitempty"`
}
// Setting safety to the lowest possible values since Gemini is already powerless enough
func requestOpenAI2Gemini(textRequest GeneralOpenAIRequest) *GeminiChatRequest {
geminiRequest := GeminiChatRequest{
Contents: make([]GeminiChatContent, 0, len(textRequest.Messages)),
//SafetySettings: []GeminiChatSafetySettings{
// {
// Category: "HARM_CATEGORY_HARASSMENT",
// Threshold: "BLOCK_ONLY_HIGH",
// },
// {
// Category: "HARM_CATEGORY_HATE_SPEECH",
// Threshold: "BLOCK_ONLY_HIGH",
// },
// {
// Category: "HARM_CATEGORY_SEXUALLY_EXPLICIT",
// Threshold: "BLOCK_ONLY_HIGH",
// },
// {
// Category: "HARM_CATEGORY_DANGEROUS_CONTENT",
// Threshold: "BLOCK_ONLY_HIGH",
// },
//},
GenerationConfig: GeminiChatGenerationConfig{
Temperature: textRequest.Temperature,
TopP: textRequest.TopP,
MaxOutputTokens: textRequest.MaxTokens,
},
}
if textRequest.Functions != nil {
geminiRequest.Tools = []GeminiChatTools{
{
FunctionDeclarations: textRequest.Functions,
},
}
}
shouldAddDummyModelMessage := false
for _, message := range textRequest.Messages {
content := GeminiChatContent{
Role: message.Role,
Parts: []GeminiPart{
{
Text: string(message.Content),
},
},
}
// there's no assistant role in gemini and API shall vomit if Role is not user or model
if content.Role == "assistant" {
content.Role = "model"
}
// Converting system prompt to prompt from user for the same reason
if content.Role == "system" {
content.Role = "user"
shouldAddDummyModelMessage = true
}
geminiRequest.Contents = append(geminiRequest.Contents, content)
// If a system message is the last message, we need to add a dummy model message to make gemini happy
if shouldAddDummyModelMessage {
geminiRequest.Contents = append(geminiRequest.Contents, GeminiChatContent{
Role: "model",
Parts: []GeminiPart{
{
Text: "Okay",
},
},
})
shouldAddDummyModelMessage = false
}
}
return &geminiRequest
}
type GeminiChatResponse struct {
Candidates []GeminiChatCandidate `json:"candidates"`
PromptFeedback GeminiChatPromptFeedback `json:"promptFeedback"`
}
func (g *GeminiChatResponse) GetResponseText() string {
if g == nil {
return ""
}
if len(g.Candidates) > 0 && len(g.Candidates[0].Content.Parts) > 0 {
return g.Candidates[0].Content.Parts[0].Text
}
return ""
}
type GeminiChatCandidate struct {
Content GeminiChatContent `json:"content"`
FinishReason string `json:"finishReason"`
Index int64 `json:"index"`
SafetyRatings []GeminiChatSafetyRating `json:"safetyRatings"`
}
type GeminiChatSafetyRating struct {
Category string `json:"category"`
Probability string `json:"probability"`
}
type GeminiChatPromptFeedback struct {
SafetyRatings []GeminiChatSafetyRating `json:"safetyRatings"`
}
func responseGeminiChat2OpenAI(response *GeminiChatResponse) *OpenAITextResponse {
fullTextResponse := OpenAITextResponse{
Id: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
Object: "chat.completion",
Created: common.GetTimestamp(),
Choices: make([]OpenAITextResponseChoice, 0, len(response.Candidates)),
}
content, _ := json.Marshal("")
for i, candidate := range response.Candidates {
choice := OpenAITextResponseChoice{
Index: i,
Message: Message{
Role: "assistant",
Content: content,
},
FinishReason: stopFinishReason,
}
content, _ = json.Marshal(candidate.Content.Parts[0].Text)
if len(candidate.Content.Parts) > 0 {
choice.Message.Content = content
}
fullTextResponse.Choices = append(fullTextResponse.Choices, choice)
}
return &fullTextResponse
}
func streamResponseGeminiChat2OpenAI(geminiResponse *GeminiChatResponse) *ChatCompletionsStreamResponse {
var choice ChatCompletionsStreamResponseChoice
choice.Delta.Content = geminiResponse.GetResponseText()
choice.FinishReason = &stopFinishReason
var response ChatCompletionsStreamResponse
response.Object = "chat.completion.chunk"
response.Model = "gemini"
response.Choices = []ChatCompletionsStreamResponseChoice{choice}
return &response
}
func geminiChatStreamHandler(c *gin.Context, resp *http.Response) (*OpenAIErrorWithStatusCode, string) {
responseText := ""
dataChan := make(chan string)
stopChan := make(chan bool)
scanner := bufio.NewScanner(resp.Body)
scanner.Split(func(data []byte, atEOF bool) (advance int, token []byte, err error) {
if atEOF && len(data) == 0 {
return 0, nil, nil
}
if i := strings.Index(string(data), "\n"); i >= 0 {
return i + 1, data[0:i], nil
}
if atEOF {
return len(data), data, nil
}
return 0, nil, nil
})
go func() {
for scanner.Scan() {
data := scanner.Text()
data = strings.TrimSpace(data)
if !strings.HasPrefix(data, "\"text\": \"") {
continue
}
data = strings.TrimPrefix(data, "\"text\": \"")
data = strings.TrimSuffix(data, "\"")
dataChan <- data
}
stopChan <- true
}()
setEventStreamHeaders(c)
c.Stream(func(w io.Writer) bool {
select {
case data := <-dataChan:
// this is used to prevent annoying \ related format bug
data = fmt.Sprintf("{\"content\": \"%s\"}", data)
type dummyStruct struct {
Content string `json:"content"`
}
var dummy dummyStruct
err := json.Unmarshal([]byte(data), &dummy)
responseText += dummy.Content
var choice ChatCompletionsStreamResponseChoice
choice.Delta.Content = dummy.Content
response := ChatCompletionsStreamResponse{
Id: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
Object: "chat.completion.chunk",
Created: common.GetTimestamp(),
Model: "gemini-pro",
Choices: []ChatCompletionsStreamResponseChoice{choice},
}
jsonResponse, err := json.Marshal(response)
if err != nil {
common.SysError("error marshalling stream response: " + err.Error())
return true
}
c.Render(-1, common.CustomEvent{Data: "data: " + string(jsonResponse)})
return true
case <-stopChan:
c.Render(-1, common.CustomEvent{Data: "data: [DONE]"})
return false
}
})
err := resp.Body.Close()
if err != nil {
return errorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), ""
}
return nil, responseText
}
func geminiChatHandler(c *gin.Context, resp *http.Response, promptTokens int, model string) (*OpenAIErrorWithStatusCode, *Usage) {
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 {
return errorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), nil
}
var geminiResponse GeminiChatResponse
err = json.Unmarshal(responseBody, &geminiResponse)
if err != nil {
return errorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError), nil
}
if len(geminiResponse.Candidates) == 0 {
return &OpenAIErrorWithStatusCode{
OpenAIError: OpenAIError{
Message: "No candidates returned",
Type: "server_error",
Param: "",
Code: 500,
},
StatusCode: resp.StatusCode,
}, nil
}
fullTextResponse := responseGeminiChat2OpenAI(&geminiResponse)
completionTokens := countTokenText(geminiResponse.GetResponseText(), model)
usage := Usage{
PromptTokens: promptTokens,
CompletionTokens: completionTokens,
TotalTokens: promptTokens + completionTokens,
}
fullTextResponse.Usage = usage
jsonResponse, err := json.Marshal(fullTextResponse)
if err != nil {
return errorWrapper(err, "marshal_response_body_failed", http.StatusInternalServerError), nil
}
c.Writer.Header().Set("Content-Type", "application/json")
c.Writer.WriteHeader(resp.StatusCode)
_, err = c.Writer.Write(jsonResponse)
return nil, &usage
}

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@ -26,6 +26,7 @@ const (
APITypeXunfei
APITypeAIProxyLibrary
APITypeTencent
APITypeGemini
)
var httpClient *http.Client
@ -119,6 +120,8 @@ func relayTextHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode {
apiType = APITypeAIProxyLibrary
case common.ChannelTypeTencent:
apiType = APITypeTencent
case common.ChannelTypeGemini:
apiType = APITypeGemini
}
baseURL := common.ChannelBaseURLs[channelType]
requestURL := c.Request.URL.String()
@ -180,6 +183,23 @@ func relayTextHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode {
apiKey := c.Request.Header.Get("Authorization")
apiKey = strings.TrimPrefix(apiKey, "Bearer ")
fullRequestURL += "?key=" + apiKey
case APITypeGemini:
requestBaseURL := "https://generativelanguage.googleapis.com"
if baseURL != "" {
requestBaseURL = baseURL
}
version := "v1"
if c.GetString("api_version") != "" {
version = c.GetString("api_version")
}
action := "generateContent"
if textRequest.Stream {
action = "streamGenerateContent"
}
fullRequestURL = fmt.Sprintf("%s/%s/models/%s:%s", requestBaseURL, version, textRequest.Model, action)
apiKey := c.Request.Header.Get("Authorization")
apiKey = strings.TrimPrefix(apiKey, "Bearer ")
fullRequestURL += "?key=" + apiKey
case APITypeZhipu:
method := "invoke"
if textRequest.Stream {
@ -280,6 +300,13 @@ func relayTextHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode {
return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
}
requestBody = bytes.NewBuffer(jsonStr)
case APITypeGemini:
geminiChatRequest := requestOpenAI2Gemini(textRequest)
jsonStr, err := json.Marshal(geminiChatRequest)
if err != nil {
return errorWrapper(err, "marshal_text_request_failed", http.StatusInternalServerError)
}
requestBody = bytes.NewBuffer(jsonStr)
case APITypeZhipu:
zhipuRequest := requestOpenAI2Zhipu(textRequest)
jsonStr, err := json.Marshal(zhipuRequest)
@ -539,6 +566,25 @@ func relayTextHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode {
}
return nil
}
case APITypeGemini:
if textRequest.Stream {
err, responseText := geminiChatStreamHandler(c, resp)
if err != nil {
return err
}
textResponse.Usage.PromptTokens = promptTokens
textResponse.Usage.CompletionTokens = countTokenText(responseText, textRequest.Model)
return nil
} else {
err, usage := geminiChatHandler(c, resp, promptTokens, textRequest.Model)
if err != nil {
return err
}
if usage != nil {
textResponse.Usage = *usage
}
return nil
}
case APITypeZhipu:
if isStream {
err, usage := zhipuStreamHandler(c, resp)

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@ -107,6 +107,8 @@ func Distribute() func(c *gin.Context) {
c.Set("api_version", channel.Other)
case common.ChannelTypeAIProxyLibrary:
c.Set("library_id", channel.Other)
case common.ChannelTypeGemini:
c.Set("api_version", channel.Other)
}
c.Next()
}

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@ -4,6 +4,7 @@ export const CHANNEL_OPTIONS = [
{ key: 14, text: 'Anthropic Claude', value: 14, color: 'black', label: 'Anthropic Claude' },
{ key: 3, text: 'Azure OpenAI', value: 3, color: 'olive', label: 'Azure OpenAI' },
{ key: 11, text: 'Google PaLM2', value: 11, color: 'orange', label: 'Google PaLM2' },
{ key: 24, text: 'Google Gemini', value: 24, color: 'orange' },
{ key: 15, text: '百度文心千帆', value: 15, color: 'blue', label: '百度文心千帆' },
{ key: 17, text: '阿里通义千问', value: 17, color: 'orange', label: '阿里通义千问' },
{ key: 18, text: '讯飞星火认知', value: 18, color: 'blue', label: '讯飞星火认知' },

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@ -86,6 +86,9 @@ const EditChannel = (props) => {
case 23:
localModels = ['hunyuan'];
break;
case 24:
localModels = ['gemini-pro'];
break;
}
setInputs((inputs) => ({...inputs, models: localModels}));
}