feat: support native Gemini Embedding

relay/channel/gemini/adaptor.go

@@ -114,7 +114,11 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 	if strings.HasPrefix(info.UpstreamModelName, "text-embedding") ||
 		strings.HasPrefix(info.UpstreamModelName, "embedding") ||
 		strings.HasPrefix(info.UpstreamModelName, "gemini-embedding") {
-		return fmt.Sprintf("%s/%s/models/%s:embedContent", info.BaseUrl, version, info.UpstreamModelName), nil
+		action := "embedContent"
+		if info.IsGeminiBatchEmbdding {
+			action = "batchEmbedContents"
+		}
+		return fmt.Sprintf("%s/%s/models/%s:%s", info.BaseUrl, version, info.UpstreamModelName, action), nil
 	}
 
 	action := "generateContent"
@@ -195,6 +199,9 @@ func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, request
 
 func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (usage any, err *types.NewAPIError) {
 	if info.RelayMode == constant.RelayModeGemini {
+		if strings.Contains(info.RequestURLPath, "embed") {
+			return NativeGeminiEmbeddingHandler(c, resp, info)
+		}
 		if info.IsStream {
 			return GeminiTextGenerationStreamHandler(c, info, resp)
 		} else {

relay/channel/gemini/relay-gemini-native.go

@@ -1,7 +1,6 @@
 package gemini
 
 import (
-	"github.com/pkg/errors"
 	"io"
 	"net/http"
 	"one-api/common"
@@ -12,6 +11,8 @@ import (
 	"one-api/types"
 	"strings"
 
+	"github.com/pkg/errors"
+
 	"github.com/gin-gonic/gin"
 )
 
@@ -63,6 +64,42 @@ func GeminiTextGenerationHandler(c *gin.Context, info *relaycommon.RelayInfo, re
 	return &usage, nil
 }
 
+func NativeGeminiEmbeddingHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*dto.Usage, *types.NewAPIError) {
+	defer common.CloseResponseBodyGracefully(resp)
+
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
+	}
+
+	if common.DebugEnabled {
+		println(string(responseBody))
+	}
+
+	usage := &dto.Usage{
+		PromptTokens: info.PromptTokens,
+		TotalTokens:  info.PromptTokens,
+	}
+
+	if info.IsGeminiBatchEmbdding {
+		var geminiResponse dto.GeminiBatchEmbeddingResponse
+		err = common.Unmarshal(responseBody, &geminiResponse)
+		if err != nil {
+			return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
+		}
+	} else {
+		var geminiResponse dto.GeminiEmbeddingResponse
+		err = common.Unmarshal(responseBody, &geminiResponse)
+		if err != nil {
+			return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
+		}
+	}
+
+	common.IOCopyBytesGracefully(c, resp, responseBody)
+
+	return usage, nil
+}
+
 func GeminiTextGenerationStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
 	var usage = &dto.Usage{}
 	var imageCount int