add deepseek-coder fim support
Signed-off-by: wozulong <>
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README.md
50
README.md
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@ -28,41 +28,55 @@
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```json
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{
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"bind": "127.0.0.1:8181",
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"proxy_url": "",
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"timeout": 600,
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"codex_api_base": "https://api-proxy.oaipro.com/v1",
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"codex_api_key": "sk-xxx",
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"codex_api_organization": "",
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"codex_api_project": "",
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"code_instruct_model": "gpt-3.5-turbo-instruct",
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"chat_api_base": "https://api-proxy.oaipro.com/v1",
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"chat_api_key": "sk-xxx",
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"chat_api_organization": "",
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"chat_api_project": "",
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"chat_max_tokens": 4096,
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"chat_model_default": "gpt-4o",
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"chat_model_map": {},
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"auth_token": ""
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"bind": "127.0.0.1:8181",
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"proxy_url": "",
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"timeout": 600,
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"codex_api_base": "https://api-proxy.oaipro.com/v1",
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"codex_api_key": "sk-xxx",
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"codex_api_organization": "",
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"codex_api_project": "",
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"codex_max_tokens": 500,
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"code_instruct_model": "gpt-3.5-turbo-instruct",
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"chat_api_base": "https://api-proxy.oaipro.com/v1",
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"chat_api_key": "sk-xxx",
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"chat_api_organization": "",
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"chat_api_project": "",
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"chat_max_tokens": 4096,
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"chat_model_default": "gpt-4o",
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"chat_model_map": {},
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"chat_locale": "zh_CN",
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"auth_token": ""
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}
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```
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`organization` 和 `project` 除非你有,且知道怎么回事再填。
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`chat_model_map` 是个模型映射的字典。会将请求的模型映射到你想要的,如果不存在映射,则使用 `chat_model_default` 。
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`codex_max_tokens` 可以设置为你希望的最大Token数,你设置的时候最好知道自己在做什么。代码生成通常使用 `500` 即可。
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`chat_max_tokens` 可以设置为你希望的最大Token数,你设置的时候最好知道自己在做什么。`gpt-4o` 输出最大为 `4096`
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可以通过 `OVERRIDE_` + 大写配置项作为环境变量,可以覆盖 `config.json` 中的值。例如:`OVERRIDE_CODEX_API_KEY=sk-xxxx`
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### DeepSeek Code 设置
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如果你希望使用 DeepSeek FIM 来进行代码补全,着重修改以下配置:
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```json
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"codex_api_base": "https://api.deepseek.com/beta/v1",
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"codex_api_key": "sk-xxx",
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"code_instruct_model": "deepseek-coder",
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```
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### 本地大模型设置
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1. 安装ollama
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2. ollama run stable-code:code (这个模型较小,大部分显卡都能跑)
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或者你的显卡比较高安装这个:ollama run stable-code:3b-code-fp16
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3. 修改config.json里面的codex_api_base为http://localhost:11434/v1/chat
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4. 修改code_instruct_model为你的模型名称,stable-code:code或者stable-code:3b-code-fp16
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4. 剩下的就按照正常流程走即可。
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5. 如果调不通,请确认http://localhost:11434/v1/chat可用。
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5. 剩下的就按照正常流程走即可。
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6. 如果调不通,请确认http://localhost:11434/v1/chat可用。
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### 重要说明
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`codex_max_tokens` 工作并不完美,已经移除。**JetBrains IDE 完美工作**,`VSCode` 需要执行以下脚本Patch之:
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@ -6,6 +6,7 @@
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"codex_api_key": "sk-xxx",
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"codex_api_organization": "",
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"codex_api_project": "",
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"codex_max_tokens": 500,
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"code_instruct_model": "gpt-3.5-turbo-instruct",
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"chat_api_base": "https://api-proxy.oaipro.com/v1",
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"chat_api_key": "sk-xxx",
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@ -1 +0,0 @@
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package main
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32
main.go
32
main.go
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@ -25,6 +25,8 @@ const DefaultInstructModel = "gpt-3.5-turbo-instruct"
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const StableCodeModelPrefix = "stable-code"
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const DeepSeekCoderModel = "deepseek-coder"
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type config struct {
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Bind string `json:"bind"`
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ProxyUrl string `json:"proxy_url"`
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@ -33,6 +35,7 @@ type config struct {
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CodexApiKey string `json:"codex_api_key"`
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CodexApiOrganization string `json:"codex_api_organization"`
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CodexApiProject string `json:"codex_api_project"`
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CodexMaxTokens int `json:"codex_max_tokens"`
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CodeInstructModel string `json:"code_instruct_model"`
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ChatApiBase string `json:"chat_api_base"`
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ChatApiKey string `json:"chat_api_key"`
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@ -97,6 +100,14 @@ func readConfig() *config {
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_cfg.CodeInstructModel = DefaultInstructModel
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}
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if _cfg.CodexMaxTokens == 0 {
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_cfg.CodexMaxTokens = 500
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}
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if _cfg.ChatMaxTokens == 0 {
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_cfg.ChatMaxTokens = 4096
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}
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return _cfg
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}
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@ -173,6 +184,7 @@ func AuthMiddleware(authToken string) gin.HandlerFunc {
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func (s *ProxyService) InitRoutes(e *gin.Engine) {
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e.GET("/_ping", s.pong)
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e.GET("/models", s.models)
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e.GET("/v1/models", s.models)
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authToken := s.cfg.AuthToken // replace with your dynamic value as needed
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if authToken != "" {
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// 鉴权
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@ -180,10 +192,16 @@ func (s *ProxyService) InitRoutes(e *gin.Engine) {
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{
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v1.POST("/chat/completions", s.completions)
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v1.POST("/engines/copilot-codex/completions", s.codeCompletions)
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v1.POST("/v1/chat/completions", s.completions)
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v1.POST("/v1/engines/copilot-codex/completions", s.codeCompletions)
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}
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} else {
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e.POST("/v1/chat/completions", s.completions)
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e.POST("/v1/engines/copilot-codex/completions", s.codeCompletions)
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e.POST("/v1/v1/chat/completions", s.completions)
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e.POST("/v1/v1/engines/copilot-codex/completions", s.codeCompletions)
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}
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}
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@ -394,7 +412,7 @@ func (s *ProxyService) completions(c *gin.Context) {
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func (s *ProxyService) codeCompletions(c *gin.Context) {
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ctx := c.Request.Context()
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time.Sleep(100 * time.Millisecond)
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time.Sleep(200 * time.Millisecond)
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if ctx.Err() != nil {
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abortCodex(c, http.StatusRequestTimeout)
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return
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@ -411,7 +429,6 @@ func (s *ProxyService) codeCompletions(c *gin.Context) {
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proxyUrl := s.cfg.CodexApiBase + "/completions"
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req, err := http.NewRequestWithContext(ctx, http.MethodPost, proxyUrl, io.NopCloser(bytes.NewBuffer(body)))
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if nil != err {
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//
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abortCodex(c, http.StatusInternalServerError)
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return
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}
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@ -460,13 +477,24 @@ func ConstructRequestBody(body []byte, cfg *config) []byte {
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body, _ = sjson.DeleteBytes(body, "extra")
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body, _ = sjson.DeleteBytes(body, "nwo")
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body, _ = sjson.SetBytes(body, "model", cfg.CodeInstructModel)
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if int(gjson.GetBytes(body, "max_tokens").Int()) > cfg.CodexMaxTokens {
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body, _ = sjson.SetBytes(body, "max_tokens", cfg.CodexMaxTokens)
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}
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if strings.Contains(cfg.CodeInstructModel, StableCodeModelPrefix) {
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return constructWithStableCodeModel(body)
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} else if strings.HasPrefix(cfg.CodeInstructModel, DeepSeekCoderModel) {
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if gjson.GetBytes(body, "n").Int() > 1 {
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body, _ = sjson.SetBytes(body, "n", 1)
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}
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}
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if strings.HasSuffix(cfg.ChatApiBase, "chat") {
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// @Todo constructWithChatModel
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// 如果code base以chat结尾则构建chatModel,暂时没有好的prompt
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}
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return body
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}
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