feat: support Ollama (#168)

This commit is contained in:
Buer
2024-04-24 16:59:58 +08:00
committed by GitHub
parent b9c9035f2a
commit 763c8883da
14 changed files with 481 additions and 29 deletions

79
providers/ollama/base.go Normal file
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@@ -0,0 +1,79 @@
package ollama
import (
"encoding/json"
"net/http"
"one-api/common/requester"
"one-api/model"
"one-api/types"
"one-api/providers/base"
)
type OllamaProviderFactory struct{}
type OllamaProvider struct {
base.BaseProvider
}
// 创建 OllamaProvider
func (f OllamaProviderFactory) Create(channel *model.Channel) base.ProviderInterface {
config := getOllamaConfig()
return &OllamaProvider{
BaseProvider: base.BaseProvider{
Config: config,
Channel: channel,
Requester: requester.NewHTTPRequester(*channel.Proxy, RequestErrorHandle),
},
}
}
func getOllamaConfig() base.ProviderConfig {
return base.ProviderConfig{
BaseURL: "",
ChatCompletions: "/api/chat",
Embeddings: "/api/embeddings",
}
}
// 请求错误处理
func RequestErrorHandle(resp *http.Response) *types.OpenAIError {
errorResponse := &OllamaError{}
err := json.NewDecoder(resp.Body).Decode(errorResponse)
if err != nil {
return nil
}
return errorHandle(errorResponse)
}
// 错误处理
func errorHandle(OllamaError *OllamaError) *types.OpenAIError {
if OllamaError.Error == "" {
return nil
}
return &types.OpenAIError{
Message: OllamaError.Error,
Type: "Ollama Error",
}
}
// 获取请求头
func (p *OllamaProvider) GetRequestHeaders() (headers map[string]string) {
headers = make(map[string]string)
p.CommonRequestHeaders(headers)
otherHeaders := p.Channel.Plugin.Data()["headers"]
for key, value := range otherHeaders {
headerValue, isString := value.(string)
if !isString || headerValue == "" {
continue
}
headers[key] = headerValue
}
return headers
}

207
providers/ollama/chat.go Normal file
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@@ -0,0 +1,207 @@
package ollama
import (
"encoding/json"
"fmt"
"net/http"
"one-api/common"
"one-api/common/image"
"one-api/common/requester"
"one-api/types"
"strings"
)
type ollamaStreamHandler struct {
Usage *types.Usage
Request *types.ChatCompletionRequest
}
func (p *OllamaProvider) CreateChatCompletion(request *types.ChatCompletionRequest) (*types.ChatCompletionResponse, *types.OpenAIErrorWithStatusCode) {
req, errWithCode := p.getChatRequest(request)
if errWithCode != nil {
return nil, errWithCode
}
defer req.Body.Close()
response := &ChatResponse{}
// 发送请求
_, errWithCode = p.Requester.SendRequest(req, response, false)
if errWithCode != nil {
return nil, errWithCode
}
return p.convertToChatOpenai(response, request)
}
func (p *OllamaProvider) CreateChatCompletionStream(request *types.ChatCompletionRequest) (requester.StreamReaderInterface[string], *types.OpenAIErrorWithStatusCode) {
req, errWithCode := p.getChatRequest(request)
if errWithCode != nil {
return nil, errWithCode
}
defer req.Body.Close()
// 发送请求
resp, errWithCode := p.Requester.SendRequestRaw(req)
if errWithCode != nil {
return nil, errWithCode
}
chatHandler := &ollamaStreamHandler{
Usage: p.Usage,
Request: request,
}
return requester.RequestStream(p.Requester, resp, chatHandler.handlerStream)
}
func (p *OllamaProvider) getChatRequest(request *types.ChatCompletionRequest) (*http.Request, *types.OpenAIErrorWithStatusCode) {
url, errWithCode := p.GetSupportedAPIUri(common.RelayModeChatCompletions)
if errWithCode != nil {
return nil, errWithCode
}
// 获取请求地址
fullRequestURL := p.GetFullRequestURL(url, request.Model)
// 获取请求头
headers := p.GetRequestHeaders()
ollamaRequest, errWithCode := convertFromChatOpenai(request)
if errWithCode != nil {
return nil, errWithCode
}
// 创建请求
req, err := p.Requester.NewRequest(http.MethodPost, fullRequestURL, p.Requester.WithBody(ollamaRequest), p.Requester.WithHeader(headers))
if err != nil {
return nil, common.ErrorWrapper(err, "new_request_failed", http.StatusInternalServerError)
}
return req, nil
}
func (p *OllamaProvider) convertToChatOpenai(response *ChatResponse, request *types.ChatCompletionRequest) (openaiResponse *types.ChatCompletionResponse, errWithCode *types.OpenAIErrorWithStatusCode) {
err := errorHandle(&response.OllamaError)
if err != nil {
errWithCode = &types.OpenAIErrorWithStatusCode{
OpenAIError: *err,
StatusCode: http.StatusBadRequest,
}
return
}
choices := types.ChatCompletionChoice{
Index: 0,
Message: types.ChatCompletionMessage{
Role: response.Message.Role,
Content: response.Message.Content,
},
FinishReason: types.FinishReasonStop,
}
openaiResponse = &types.ChatCompletionResponse{
ID: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
Object: "chat.completion",
Created: common.GetTimestamp(),
Model: request.Model,
Choices: []types.ChatCompletionChoice{choices},
Usage: &types.Usage{
PromptTokens: response.PromptEvalCount,
CompletionTokens: response.EvalCount,
TotalTokens: response.PromptEvalCount + response.EvalCount,
},
}
*p.Usage = *openaiResponse.Usage
return openaiResponse, nil
}
func convertFromChatOpenai(request *types.ChatCompletionRequest) (*ChatRequest, *types.OpenAIErrorWithStatusCode) {
ollamaRequest := &ChatRequest{
Model: request.Model,
Stream: request.Stream,
Messages: make([]Message, 0, len(request.Messages)),
Options: Option{
Temperature: request.Temperature,
TopP: request.TopP,
Seed: request.Seed,
},
}
for _, message := range request.Messages {
ollamaMessage := Message{
Role: message.Role,
Content: "",
}
openaiMessagePart := message.ParseContent()
for _, openaiPart := range openaiMessagePart {
if openaiPart.Type == types.ContentTypeText {
ollamaMessage.Content += openaiPart.Text
} else if openaiPart.Type == types.ContentTypeImageURL {
_, data, err := image.GetImageFromUrl(openaiPart.ImageURL.URL)
if err != nil {
return nil, common.ErrorWrapper(err, "image_url_invalid", http.StatusBadRequest)
}
ollamaMessage.Images = append(ollamaMessage.Images, data)
}
}
ollamaRequest.Messages = append(ollamaRequest.Messages, ollamaMessage)
}
return ollamaRequest, nil
}
// 转换为OpenAI聊天流式请求体
func (h *ollamaStreamHandler) handlerStream(rawLine *[]byte, dataChan chan string, errChan chan error) {
if !strings.HasPrefix(string(*rawLine), "{") {
*rawLine = nil
return
}
var chatResponse ChatResponse
err := json.Unmarshal(*rawLine, &chatResponse)
if err != nil {
errChan <- common.ErrorToOpenAIError(err)
return
}
errWithCode := errorHandle(&chatResponse.OllamaError)
if errWithCode != nil {
errChan <- errWithCode
return
}
choice := types.ChatCompletionStreamChoice{
Index: 0,
}
if chatResponse.Message.Content != "" {
choice.Delta = types.ChatCompletionStreamChoiceDelta{
Role: types.ChatMessageRoleAssistant,
Content: chatResponse.Message.Content,
}
}
if chatResponse.Done {
choice.FinishReason = types.FinishReasonStop
}
if chatResponse.EvalCount > 0 {
h.Usage.PromptTokens = chatResponse.PromptEvalCount
h.Usage.CompletionTokens = chatResponse.EvalCount
h.Usage.TotalTokens = h.Usage.PromptTokens + chatResponse.EvalCount
}
chatCompletion := types.ChatCompletionStreamResponse{
ID: fmt.Sprintf("chatcmpl-%s", common.GetUUID()),
Object: "chat.completion.chunk",
Created: common.GetTimestamp(),
Model: h.Request.Model,
Choices: []types.ChatCompletionStreamChoice{choice},
}
responseBody, _ := json.Marshal(chatCompletion)
dataChan <- string(responseBody)
}

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@@ -0,0 +1,70 @@
package ollama
import (
"net/http"
"one-api/common"
"one-api/types"
)
func (p *OllamaProvider) CreateEmbeddings(request *types.EmbeddingRequest) (*types.EmbeddingResponse, *types.OpenAIErrorWithStatusCode) {
url, errWithCode := p.GetSupportedAPIUri(common.RelayModeEmbeddings)
if errWithCode != nil {
return nil, errWithCode
}
// 获取请求地址
fullRequestURL := p.GetFullRequestURL(url, request.Model)
if fullRequestURL == "" {
return nil, common.ErrorWrapper(nil, "invalid_ollama_config", http.StatusInternalServerError)
}
// 获取请求头
headers := p.GetRequestHeaders()
ollamaRequest := &EmbeddingRequest{
Model: request.Model,
Prompt: request.ParseInputString(),
}
// 创建请求
req, err := p.Requester.NewRequest(http.MethodPost, fullRequestURL, p.Requester.WithBody(ollamaRequest), p.Requester.WithHeader(headers))
if err != nil {
return nil, common.ErrorWrapper(err, "new_request_failed", http.StatusInternalServerError)
}
defer req.Body.Close()
ollamaResponse := &EmbeddingResponse{}
// 发送请求
var res *http.Response
res, errWithCode = p.Requester.SendRequest(req, ollamaResponse, false)
if errWithCode != nil {
return nil, errWithCode
}
errWithOP := errorHandle(&ollamaResponse.OllamaError)
if errWithOP != nil {
return nil, &types.OpenAIErrorWithStatusCode{
OpenAIError: *errWithOP,
StatusCode: res.StatusCode,
}
}
response := &types.EmbeddingResponse{
Object: "list",
Model: request.Model,
Data: []types.Embedding{{
Object: "embedding",
Index: 0,
Embedding: ollamaResponse.Embedding,
}},
Usage: &types.Usage{
TotalTokens: 0,
CompletionTokens: 0,
PromptTokens: 0,
},
}
*p.Usage = *response.Usage
return response, nil
}

48
providers/ollama/type.go Normal file
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@@ -0,0 +1,48 @@
package ollama
import "time"
type OllamaError struct {
Error string `json:"error,omitempty"`
}
type ChatRequest struct {
Model string `json:"model"`
Messages []Message `json:"messages,omitempty"`
Stream bool `json:"stream"`
Format string `json:"format,omitempty"`
Options Option `json:"options,omitempty"`
}
type Option struct {
Temperature float64 `json:"temperature,omitempty"`
Seed *int `json:"seed,omitempty"`
TopP float64 `json:"top_p,omitempty"`
TopK int `json:"top_k,omitempty"`
}
type ChatResponse struct {
OllamaError
Model string `json:"model"`
CreatedAt time.Time `json:"created_at"`
Message Message `json:"message,omitempty"`
Done bool `json:"done"`
EvalCount int `json:"eval_count,omitempty"`
PromptEvalCount int `json:"prompt_eval_count,omitempty"`
}
type Message struct {
Role string `json:"role,omitempty"`
Content string `json:"content,omitempty"`
Images []string `json:"images,omitempty"`
}
type EmbeddingRequest struct {
Model string `json:"model"`
Prompt string `json:"prompt"`
}
type EmbeddingResponse struct {
OllamaError
Embedding []float64 `json:"embedding,omitempty"`
}

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@@ -20,6 +20,7 @@ import (
"one-api/providers/midjourney"
"one-api/providers/minimax"
"one-api/providers/mistral"
"one-api/providers/ollama"
"one-api/providers/openai"
"one-api/providers/palm"
"one-api/providers/stabilityAI"
@@ -62,6 +63,7 @@ func init() {
providerFactories[common.ChannelTypeCohere] = cohere.CohereProviderFactory{}
providerFactories[common.ChannelTypeStabilityAI] = stabilityAI.StabilityAIProviderFactory{}
providerFactories[common.ChannelTypeCoze] = coze.CozeProviderFactory{}
providerFactories[common.ChannelTypeOllama] = ollama.OllamaProviderFactory{}
}