mirror of
https://github.com/songquanpeng/one-api.git
synced 2025-11-17 13:43:42 +08:00
✨ feat: support Ollama (#168)
This commit is contained in:
79
providers/ollama/base.go
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79
providers/ollama/base.go
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@@ -0,0 +1,79 @@
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package ollama
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import (
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"encoding/json"
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"net/http"
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"one-api/common/requester"
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"one-api/model"
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"one-api/types"
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"one-api/providers/base"
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)
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type OllamaProviderFactory struct{}
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type OllamaProvider struct {
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base.BaseProvider
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}
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// 创建 OllamaProvider
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func (f OllamaProviderFactory) Create(channel *model.Channel) base.ProviderInterface {
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config := getOllamaConfig()
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return &OllamaProvider{
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BaseProvider: base.BaseProvider{
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Config: config,
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Channel: channel,
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Requester: requester.NewHTTPRequester(*channel.Proxy, RequestErrorHandle),
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},
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}
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}
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func getOllamaConfig() base.ProviderConfig {
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return base.ProviderConfig{
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BaseURL: "",
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ChatCompletions: "/api/chat",
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Embeddings: "/api/embeddings",
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}
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}
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// 请求错误处理
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func RequestErrorHandle(resp *http.Response) *types.OpenAIError {
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errorResponse := &OllamaError{}
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err := json.NewDecoder(resp.Body).Decode(errorResponse)
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if err != nil {
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return nil
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}
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return errorHandle(errorResponse)
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}
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// 错误处理
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func errorHandle(OllamaError *OllamaError) *types.OpenAIError {
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if OllamaError.Error == "" {
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return nil
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}
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return &types.OpenAIError{
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Message: OllamaError.Error,
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Type: "Ollama Error",
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}
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}
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// 获取请求头
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func (p *OllamaProvider) GetRequestHeaders() (headers map[string]string) {
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headers = make(map[string]string)
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p.CommonRequestHeaders(headers)
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otherHeaders := p.Channel.Plugin.Data()["headers"]
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for key, value := range otherHeaders {
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headerValue, isString := value.(string)
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if !isString || headerValue == "" {
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continue
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}
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headers[key] = headerValue
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}
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return headers
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}
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207
providers/ollama/chat.go
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207
providers/ollama/chat.go
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@@ -0,0 +1,207 @@
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package ollama
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import (
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"encoding/json"
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"fmt"
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"net/http"
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"one-api/common"
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"one-api/common/image"
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"one-api/common/requester"
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"one-api/types"
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"strings"
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)
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type ollamaStreamHandler struct {
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Usage *types.Usage
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Request *types.ChatCompletionRequest
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}
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func (p *OllamaProvider) CreateChatCompletion(request *types.ChatCompletionRequest) (*types.ChatCompletionResponse, *types.OpenAIErrorWithStatusCode) {
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req, errWithCode := p.getChatRequest(request)
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if errWithCode != nil {
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return nil, errWithCode
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}
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defer req.Body.Close()
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response := &ChatResponse{}
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// 发送请求
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_, errWithCode = p.Requester.SendRequest(req, response, false)
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if errWithCode != nil {
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return nil, errWithCode
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}
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return p.convertToChatOpenai(response, request)
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}
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func (p *OllamaProvider) CreateChatCompletionStream(request *types.ChatCompletionRequest) (requester.StreamReaderInterface[string], *types.OpenAIErrorWithStatusCode) {
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req, errWithCode := p.getChatRequest(request)
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if errWithCode != nil {
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return nil, errWithCode
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}
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defer req.Body.Close()
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// 发送请求
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resp, errWithCode := p.Requester.SendRequestRaw(req)
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if errWithCode != nil {
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return nil, errWithCode
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}
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chatHandler := &ollamaStreamHandler{
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Usage: p.Usage,
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Request: request,
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}
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return requester.RequestStream(p.Requester, resp, chatHandler.handlerStream)
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}
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func (p *OllamaProvider) getChatRequest(request *types.ChatCompletionRequest) (*http.Request, *types.OpenAIErrorWithStatusCode) {
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url, errWithCode := p.GetSupportedAPIUri(common.RelayModeChatCompletions)
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if errWithCode != nil {
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return nil, errWithCode
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}
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// 获取请求地址
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fullRequestURL := p.GetFullRequestURL(url, request.Model)
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// 获取请求头
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headers := p.GetRequestHeaders()
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ollamaRequest, errWithCode := convertFromChatOpenai(request)
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if errWithCode != nil {
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return nil, errWithCode
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}
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// 创建请求
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req, err := p.Requester.NewRequest(http.MethodPost, fullRequestURL, p.Requester.WithBody(ollamaRequest), p.Requester.WithHeader(headers))
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if err != nil {
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return nil, common.ErrorWrapper(err, "new_request_failed", http.StatusInternalServerError)
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}
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return req, nil
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}
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func (p *OllamaProvider) convertToChatOpenai(response *ChatResponse, request *types.ChatCompletionRequest) (openaiResponse *types.ChatCompletionResponse, errWithCode *types.OpenAIErrorWithStatusCode) {
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err := errorHandle(&response.OllamaError)
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if err != nil {
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errWithCode = &types.OpenAIErrorWithStatusCode{
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OpenAIError: *err,
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StatusCode: http.StatusBadRequest,
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}
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return
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}
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choices := types.ChatCompletionChoice{
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Index: 0,
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Message: types.ChatCompletionMessage{
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Role: response.Message.Role,
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Content: response.Message.Content,
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},
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FinishReason: types.FinishReasonStop,
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}
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openaiResponse = &types.ChatCompletionResponse{
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ID: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
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Object: "chat.completion",
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Created: common.GetTimestamp(),
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Model: request.Model,
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Choices: []types.ChatCompletionChoice{choices},
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Usage: &types.Usage{
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PromptTokens: response.PromptEvalCount,
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CompletionTokens: response.EvalCount,
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TotalTokens: response.PromptEvalCount + response.EvalCount,
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},
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}
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*p.Usage = *openaiResponse.Usage
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return openaiResponse, nil
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}
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func convertFromChatOpenai(request *types.ChatCompletionRequest) (*ChatRequest, *types.OpenAIErrorWithStatusCode) {
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ollamaRequest := &ChatRequest{
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Model: request.Model,
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Stream: request.Stream,
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Messages: make([]Message, 0, len(request.Messages)),
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Options: Option{
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Temperature: request.Temperature,
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TopP: request.TopP,
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Seed: request.Seed,
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},
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}
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for _, message := range request.Messages {
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ollamaMessage := Message{
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Role: message.Role,
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Content: "",
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}
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openaiMessagePart := message.ParseContent()
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for _, openaiPart := range openaiMessagePart {
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if openaiPart.Type == types.ContentTypeText {
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ollamaMessage.Content += openaiPart.Text
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} else if openaiPart.Type == types.ContentTypeImageURL {
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_, data, err := image.GetImageFromUrl(openaiPart.ImageURL.URL)
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if err != nil {
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return nil, common.ErrorWrapper(err, "image_url_invalid", http.StatusBadRequest)
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}
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ollamaMessage.Images = append(ollamaMessage.Images, data)
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}
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}
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ollamaRequest.Messages = append(ollamaRequest.Messages, ollamaMessage)
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}
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return ollamaRequest, nil
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}
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// 转换为OpenAI聊天流式请求体
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func (h *ollamaStreamHandler) handlerStream(rawLine *[]byte, dataChan chan string, errChan chan error) {
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if !strings.HasPrefix(string(*rawLine), "{") {
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*rawLine = nil
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return
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}
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var chatResponse ChatResponse
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err := json.Unmarshal(*rawLine, &chatResponse)
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if err != nil {
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errChan <- common.ErrorToOpenAIError(err)
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return
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}
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errWithCode := errorHandle(&chatResponse.OllamaError)
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if errWithCode != nil {
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errChan <- errWithCode
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return
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}
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choice := types.ChatCompletionStreamChoice{
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Index: 0,
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}
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if chatResponse.Message.Content != "" {
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choice.Delta = types.ChatCompletionStreamChoiceDelta{
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Role: types.ChatMessageRoleAssistant,
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Content: chatResponse.Message.Content,
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}
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}
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if chatResponse.Done {
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choice.FinishReason = types.FinishReasonStop
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}
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if chatResponse.EvalCount > 0 {
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h.Usage.PromptTokens = chatResponse.PromptEvalCount
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h.Usage.CompletionTokens = chatResponse.EvalCount
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h.Usage.TotalTokens = h.Usage.PromptTokens + chatResponse.EvalCount
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}
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chatCompletion := types.ChatCompletionStreamResponse{
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ID: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
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Object: "chat.completion.chunk",
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Created: common.GetTimestamp(),
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Model: h.Request.Model,
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Choices: []types.ChatCompletionStreamChoice{choice},
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}
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responseBody, _ := json.Marshal(chatCompletion)
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dataChan <- string(responseBody)
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}
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70
providers/ollama/embeddings.go
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70
providers/ollama/embeddings.go
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@@ -0,0 +1,70 @@
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package ollama
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import (
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"net/http"
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"one-api/common"
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"one-api/types"
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)
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func (p *OllamaProvider) CreateEmbeddings(request *types.EmbeddingRequest) (*types.EmbeddingResponse, *types.OpenAIErrorWithStatusCode) {
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url, errWithCode := p.GetSupportedAPIUri(common.RelayModeEmbeddings)
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if errWithCode != nil {
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return nil, errWithCode
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}
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// 获取请求地址
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fullRequestURL := p.GetFullRequestURL(url, request.Model)
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if fullRequestURL == "" {
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return nil, common.ErrorWrapper(nil, "invalid_ollama_config", http.StatusInternalServerError)
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}
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// 获取请求头
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headers := p.GetRequestHeaders()
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ollamaRequest := &EmbeddingRequest{
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Model: request.Model,
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Prompt: request.ParseInputString(),
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}
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// 创建请求
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req, err := p.Requester.NewRequest(http.MethodPost, fullRequestURL, p.Requester.WithBody(ollamaRequest), p.Requester.WithHeader(headers))
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if err != nil {
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return nil, common.ErrorWrapper(err, "new_request_failed", http.StatusInternalServerError)
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}
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defer req.Body.Close()
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ollamaResponse := &EmbeddingResponse{}
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// 发送请求
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var res *http.Response
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res, errWithCode = p.Requester.SendRequest(req, ollamaResponse, false)
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if errWithCode != nil {
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return nil, errWithCode
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}
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errWithOP := errorHandle(&ollamaResponse.OllamaError)
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if errWithOP != nil {
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return nil, &types.OpenAIErrorWithStatusCode{
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OpenAIError: *errWithOP,
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StatusCode: res.StatusCode,
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}
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}
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response := &types.EmbeddingResponse{
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Object: "list",
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Model: request.Model,
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Data: []types.Embedding{{
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Object: "embedding",
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Index: 0,
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Embedding: ollamaResponse.Embedding,
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}},
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Usage: &types.Usage{
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TotalTokens: 0,
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CompletionTokens: 0,
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PromptTokens: 0,
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},
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}
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*p.Usage = *response.Usage
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return response, nil
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}
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48
providers/ollama/type.go
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48
providers/ollama/type.go
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@@ -0,0 +1,48 @@
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package ollama
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import "time"
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type OllamaError struct {
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Error string `json:"error,omitempty"`
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}
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type ChatRequest struct {
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Model string `json:"model"`
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Messages []Message `json:"messages,omitempty"`
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Stream bool `json:"stream"`
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Format string `json:"format,omitempty"`
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Options Option `json:"options,omitempty"`
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}
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type Option struct {
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Temperature float64 `json:"temperature,omitempty"`
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Seed *int `json:"seed,omitempty"`
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TopP float64 `json:"top_p,omitempty"`
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TopK int `json:"top_k,omitempty"`
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}
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type ChatResponse struct {
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OllamaError
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Model string `json:"model"`
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CreatedAt time.Time `json:"created_at"`
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Message Message `json:"message,omitempty"`
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Done bool `json:"done"`
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EvalCount int `json:"eval_count,omitempty"`
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PromptEvalCount int `json:"prompt_eval_count,omitempty"`
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}
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type Message struct {
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Role string `json:"role,omitempty"`
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Content string `json:"content,omitempty"`
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Images []string `json:"images,omitempty"`
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}
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type EmbeddingRequest struct {
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Model string `json:"model"`
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Prompt string `json:"prompt"`
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}
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type EmbeddingResponse struct {
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OllamaError
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Embedding []float64 `json:"embedding,omitempty"`
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}
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@@ -20,6 +20,7 @@ import (
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"one-api/providers/midjourney"
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"one-api/providers/minimax"
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"one-api/providers/mistral"
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"one-api/providers/ollama"
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"one-api/providers/openai"
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"one-api/providers/palm"
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"one-api/providers/stabilityAI"
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@@ -62,6 +63,7 @@ func init() {
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providerFactories[common.ChannelTypeCohere] = cohere.CohereProviderFactory{}
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providerFactories[common.ChannelTypeStabilityAI] = stabilityAI.StabilityAIProviderFactory{}
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providerFactories[common.ChannelTypeCoze] = coze.CozeProviderFactory{}
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providerFactories[common.ChannelTypeOllama] = ollama.OllamaProviderFactory{}
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}
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Reference in New Issue
Block a user