ai-gateway/controller/relay-baidu.go
igophper d0a0e871e1
fix: support ali's embedding model (#481, close #469)
* feat:支持阿里的 embedding 模型

* fix: add to model list

---------

Co-authored-by: JustSong <songquanpeng@foxmail.com>
Co-authored-by: JustSong <39998050+songquanpeng@users.noreply.github.com>
2023-09-03 22:12:35 +08:00

360 lines
10 KiB
Go

package controller
import (
"bufio"
"encoding/json"
"errors"
"fmt"
"github.com/gin-gonic/gin"
"io"
"net/http"
"one-api/common"
"strings"
"sync"
"time"
)
// https://cloud.baidu.com/doc/WENXINWORKSHOP/s/flfmc9do2
type BaiduTokenResponse struct {
ExpiresIn int `json:"expires_in"`
AccessToken string `json:"access_token"`
}
type BaiduMessage struct {
Role string `json:"role"`
Content string `json:"content"`
}
type BaiduChatRequest struct {
Messages []BaiduMessage `json:"messages"`
Stream bool `json:"stream"`
UserId string `json:"user_id,omitempty"`
}
type BaiduError struct {
ErrorCode int `json:"error_code"`
ErrorMsg string `json:"error_msg"`
}
type BaiduChatResponse struct {
Id string `json:"id"`
Object string `json:"object"`
Created int64 `json:"created"`
Result string `json:"result"`
IsTruncated bool `json:"is_truncated"`
NeedClearHistory bool `json:"need_clear_history"`
Usage Usage `json:"usage"`
BaiduError
}
type BaiduChatStreamResponse struct {
BaiduChatResponse
SentenceId int `json:"sentence_id"`
IsEnd bool `json:"is_end"`
}
type BaiduEmbeddingRequest struct {
Input []string `json:"input"`
}
type BaiduEmbeddingData struct {
Object string `json:"object"`
Embedding []float64 `json:"embedding"`
Index int `json:"index"`
}
type BaiduEmbeddingResponse struct {
Id string `json:"id"`
Object string `json:"object"`
Created int64 `json:"created"`
Data []BaiduEmbeddingData `json:"data"`
Usage Usage `json:"usage"`
BaiduError
}
type BaiduAccessToken struct {
AccessToken string `json:"access_token"`
Error string `json:"error,omitempty"`
ErrorDescription string `json:"error_description,omitempty"`
ExpiresIn int64 `json:"expires_in,omitempty"`
ExpiresAt time.Time `json:"-"`
}
var baiduTokenStore sync.Map
func requestOpenAI2Baidu(request GeneralOpenAIRequest) *BaiduChatRequest {
messages := make([]BaiduMessage, 0, len(request.Messages))
for _, message := range request.Messages {
if message.Role == "system" {
messages = append(messages, BaiduMessage{
Role: "user",
Content: message.Content,
})
messages = append(messages, BaiduMessage{
Role: "assistant",
Content: "Okay",
})
} else {
messages = append(messages, BaiduMessage{
Role: message.Role,
Content: message.Content,
})
}
}
return &BaiduChatRequest{
Messages: messages,
Stream: request.Stream,
}
}
func responseBaidu2OpenAI(response *BaiduChatResponse) *OpenAITextResponse {
choice := OpenAITextResponseChoice{
Index: 0,
Message: Message{
Role: "assistant",
Content: response.Result,
},
FinishReason: "stop",
}
fullTextResponse := OpenAITextResponse{
Id: response.Id,
Object: "chat.completion",
Created: response.Created,
Choices: []OpenAITextResponseChoice{choice},
Usage: response.Usage,
}
return &fullTextResponse
}
func streamResponseBaidu2OpenAI(baiduResponse *BaiduChatStreamResponse) *ChatCompletionsStreamResponse {
var choice ChatCompletionsStreamResponseChoice
choice.Delta.Content = baiduResponse.Result
if baiduResponse.IsEnd {
choice.FinishReason = &stopFinishReason
}
response := ChatCompletionsStreamResponse{
Id: baiduResponse.Id,
Object: "chat.completion.chunk",
Created: baiduResponse.Created,
Model: "ernie-bot",
Choices: []ChatCompletionsStreamResponseChoice{choice},
}
return &response
}
func embeddingRequestOpenAI2Baidu(request GeneralOpenAIRequest) *BaiduEmbeddingRequest {
return &BaiduEmbeddingRequest{
Input: request.ParseInput(),
}
}
func embeddingResponseBaidu2OpenAI(response *BaiduEmbeddingResponse) *OpenAIEmbeddingResponse {
openAIEmbeddingResponse := OpenAIEmbeddingResponse{
Object: "list",
Data: make([]OpenAIEmbeddingResponseItem, 0, len(response.Data)),
Model: "baidu-embedding",
Usage: response.Usage,
}
for _, item := range response.Data {
openAIEmbeddingResponse.Data = append(openAIEmbeddingResponse.Data, OpenAIEmbeddingResponseItem{
Object: item.Object,
Index: item.Index,
Embedding: item.Embedding,
})
}
return &openAIEmbeddingResponse
}
func baiduStreamHandler(c *gin.Context, resp *http.Response) (*OpenAIErrorWithStatusCode, *Usage) {
var usage Usage
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
})
dataChan := make(chan string)
stopChan := make(chan bool)
go func() {
for scanner.Scan() {
data := scanner.Text()
if len(data) < 6 { // ignore blank line or wrong format
continue
}
data = data[6:]
dataChan <- data
}
stopChan <- true
}()
setEventStreamHeaders(c)
c.Stream(func(w io.Writer) bool {
select {
case data := <-dataChan:
var baiduResponse BaiduChatStreamResponse
err := json.Unmarshal([]byte(data), &baiduResponse)
if err != nil {
common.SysError("error unmarshalling stream response: " + err.Error())
return true
}
if baiduResponse.Usage.TotalTokens != 0 {
usage.TotalTokens = baiduResponse.Usage.TotalTokens
usage.PromptTokens = baiduResponse.Usage.PromptTokens
usage.CompletionTokens = baiduResponse.Usage.TotalTokens - baiduResponse.Usage.PromptTokens
}
response := streamResponseBaidu2OpenAI(&baiduResponse)
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), nil
}
return nil, &usage
}
func baiduHandler(c *gin.Context, resp *http.Response) (*OpenAIErrorWithStatusCode, *Usage) {
var baiduResponse BaiduChatResponse
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
}
err = json.Unmarshal(responseBody, &baiduResponse)
if err != nil {
return errorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError), nil
}
if baiduResponse.ErrorMsg != "" {
return &OpenAIErrorWithStatusCode{
OpenAIError: OpenAIError{
Message: baiduResponse.ErrorMsg,
Type: "baidu_error",
Param: "",
Code: baiduResponse.ErrorCode,
},
StatusCode: resp.StatusCode,
}, nil
}
fullTextResponse := responseBaidu2OpenAI(&baiduResponse)
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, &fullTextResponse.Usage
}
func baiduEmbeddingHandler(c *gin.Context, resp *http.Response) (*OpenAIErrorWithStatusCode, *Usage) {
var baiduResponse BaiduEmbeddingResponse
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
}
err = json.Unmarshal(responseBody, &baiduResponse)
if err != nil {
return errorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError), nil
}
if baiduResponse.ErrorMsg != "" {
return &OpenAIErrorWithStatusCode{
OpenAIError: OpenAIError{
Message: baiduResponse.ErrorMsg,
Type: "baidu_error",
Param: "",
Code: baiduResponse.ErrorCode,
},
StatusCode: resp.StatusCode,
}, nil
}
fullTextResponse := embeddingResponseBaidu2OpenAI(&baiduResponse)
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, &fullTextResponse.Usage
}
func getBaiduAccessToken(apiKey string) (string, error) {
if val, ok := baiduTokenStore.Load(apiKey); ok {
var accessToken BaiduAccessToken
if accessToken, ok = val.(BaiduAccessToken); ok {
// soon this will expire
if time.Now().Add(time.Hour).After(accessToken.ExpiresAt) {
go func() {
_, _ = getBaiduAccessTokenHelper(apiKey)
}()
}
return accessToken.AccessToken, nil
}
}
accessToken, err := getBaiduAccessTokenHelper(apiKey)
if err != nil {
return "", err
}
if accessToken == nil {
return "", errors.New("getBaiduAccessToken return a nil token")
}
return (*accessToken).AccessToken, nil
}
func getBaiduAccessTokenHelper(apiKey string) (*BaiduAccessToken, error) {
parts := strings.Split(apiKey, "|")
if len(parts) != 2 {
return nil, errors.New("invalid baidu apikey")
}
req, err := http.NewRequest("POST", fmt.Sprintf("https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=%s&client_secret=%s",
parts[0], parts[1]), nil)
if err != nil {
return nil, err
}
req.Header.Add("Content-Type", "application/json")
req.Header.Add("Accept", "application/json")
res, err := impatientHTTPClient.Do(req)
if err != nil {
return nil, err
}
defer res.Body.Close()
var accessToken BaiduAccessToken
err = json.NewDecoder(res.Body).Decode(&accessToken)
if err != nil {
return nil, err
}
if accessToken.Error != "" {
return nil, errors.New(accessToken.Error + ": " + accessToken.ErrorDescription)
}
if accessToken.AccessToken == "" {
return nil, errors.New("getBaiduAccessTokenHelper get empty access token")
}
accessToken.ExpiresAt = time.Now().Add(time.Duration(accessToken.ExpiresIn) * time.Second)
baiduTokenStore.Store(apiKey, accessToken)
return &accessToken, nil
}