File size: 11,406 Bytes
9231019 dac1960 9231019 dac1960 9231019 f6c3932 9231019 f6c3932 9231019 f6c3932 9231019 dac1960 9231019 f6c3932 9231019 f6c3932 9231019 f6c3932 9231019 f6c3932 9231019 f6c3932 9231019 f6c3932 9231019 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 |
package types
import (
"context"
"fmt"
"log"
"strings"
lop "github.com/samber/lo/parallel"
"github.com/google/uuid"
"github.com/sashabaranov/go-openai"
)
//const (
// MonicaModelGPT4o = "gpt-4o"
// MonicaModelGPT4oMini = "gpt-4o-mini"
// MonicaModelClaudeSonnet = "claude-3"
// MonicaModelClaudeHaiku = "claude-3.5-haiku"
// MonicaModelGemini2 = "gemini_2_0"
// MonicaModelO1Preview = "openai_o_1"
// MonicaModelO1Mini = "openai-o-1-mini"
//)
const (
BotChatURL = "https://api.monica.im/api/custom_bot/chat"
PreSignURL = "https://api.monica.im/api/file_object/pre_sign_list_by_module"
FileUploadURL = "https://api.monica.im/api/files/batch_create_llm_file"
FileGetURL = "https://api.monica.im/api/files/batch_get_file"
)
// 图片相关常量
const (
MaxImageSize = 10 * 1024 * 1024 // 10MB
ImageModule = "chat_bot"
ImageLocation = "files"
)
// 支持的图片格式
var SupportedImageTypes = map[string]bool{
"image/jpeg": true,
"image/png": true,
"image/gif": true,
"image/webp": true,
}
type ChatGPTRequest struct {
Model string `json:"model"` // gpt-3.5-turbo, gpt-4, ...
Messages []ChatMessage `json:"messages"` // 对话数组
Stream bool `json:"stream"` // 是否流式返回
}
type ChatMessage struct {
Role string `json:"role"` // "system", "user", "assistant"
Content interface{} `json:"content"` // 可以是字符串或MessageContent数组
}
// MessageContent 消息内容
type MessageContent struct {
Type string `json:"type"` // "text" 或 "image_url"
Text string `json:"text,omitempty"` // 文本内容
ImageURL string `json:"image_url,omitempty"` // 图片URL
}
// MonicaRequest 为 Monica 自定义 AI 的请求格式
type MonicaRequest struct {
TaskUID string `json:"task_uid"`
BotUID string `json:"bot_uid"`
Data DataField `json:"data"`
Language string `json:"language"`
TaskType string `json:"task_type"`
ToolData ToolData `json:"tool_data"`
}
// DataField 在 Monica 的 body 中
type DataField struct {
ConversationID string `json:"conversation_id"`
PreParentItemID string `json:"pre_parent_item_id"`
Items []Item `json:"items"`
TriggerBy string `json:"trigger_by"`
UseModel string `json:"use_model,omitempty"`
IsIncognito bool `json:"is_incognito"`
UseNewMemory bool `json:"use_new_memory"`
}
type Item struct {
ConversationID string `json:"conversation_id"`
ParentItemID string `json:"parent_item_id,omitempty"`
ItemID string `json:"item_id"`
ItemType string `json:"item_type"`
Data ItemContent `json:"data"`
}
type ItemContent struct {
Type string `json:"type"`
Content string `json:"content"`
MaxToken int `json:"max_token,omitempty"`
IsIncognito bool `json:"is_incognito,omitempty"` // 是否无痕模式
FromTaskType string `json:"from_task_type,omitempty"`
ManualWebSearchEnabled bool `json:"manual_web_search_enabled,omitempty"` // 网页搜索
UseModel string `json:"use_model,omitempty"`
FileInfos []FileInfo `json:"file_infos,omitempty"`
}
// ToolData 这里演示放空
type ToolData struct {
SysSkillList []string `json:"sys_skill_list"`
}
// PreSignRequest 预签名请求
type PreSignRequest struct {
FilenameList []string `json:"filename_list"`
Module string `json:"module"`
Location string `json:"location"`
ObjID string `json:"obj_id"`
}
// PreSignResponse 预签名响应
type PreSignResponse struct {
Code int `json:"code"`
Msg string `json:"msg"`
Data struct {
PreSignURLList []string `json:"pre_sign_url_list"`
ObjectURLList []string `json:"object_url_list"`
CDNURLList []string `json:"cdn_url_list"`
} `json:"data"`
}
// FileInfo 文件信息
type FileInfo struct {
URL string `json:"url,omitempty"`
FileURL string `json:"file_url"`
FileUID string `json:"file_uid"`
Parse bool `json:"parse"`
FileName string `json:"file_name"`
FileSize int64 `json:"file_size"`
FileType string `json:"file_type"`
FileExt string `json:"file_ext"`
FileTokens int64 `json:"file_tokens"`
FileChunks int64 `json:"file_chunks"`
ObjectURL string `json:"object_url,omitempty"`
//Embedding bool `json:"embedding"`
FileMetaInfo map[string]interface{} `json:"file_meta_info,omitempty"`
UseFullText bool `json:"use_full_text"`
}
// FileUploadRequest 文件上传请求
type FileUploadRequest struct {
Data []FileInfo `json:"data"`
}
// FileUploadResponse 文件上传响应
type FileUploadResponse struct {
Code int `json:"code"`
Msg string `json:"msg"`
Data struct {
Items []struct {
FileName string `json:"file_name"`
FileType string `json:"file_type"`
FileSize int64 `json:"file_size"`
FileUID string `json:"file_uid"`
FileTokens int64 `json:"file_tokens"`
FileChunks int64 `json:"file_chunks"`
// 其他字段暂时不需要
} `json:"items"`
} `json:"data"`
}
// FileBatchGetResponse 获取文件llm处理是否完成
type FileBatchGetResponse struct {
Data struct {
Items []struct {
FileName string `json:"file_name"`
FileType string `json:"file_type"`
FileSize int `json:"file_size"`
ObjectUrl string `json:"object_url"`
Url string `json:"url"`
FileMetaInfo struct {
} `json:"file_meta_info"`
DriveFileUid string `json:"drive_file_uid"`
FileUid string `json:"file_uid"`
IndexState int `json:"index_state"`
IndexDesc string `json:"index_desc"`
ErrorMessage string `json:"error_message"`
FileTokens int64 `json:"file_tokens"`
FileChunks int64 `json:"file_chunks"`
IndexProgress int `json:"index_progress"`
} `json:"items"`
} `json:"data"`
}
// OpenAIModel represents a model in the OpenAI API format
type OpenAIModel struct {
ID string `json:"id"`
Object string `json:"object"`
OwnedBy string `json:"owned_by"`
}
// OpenAIModelList represents the response format for the /v1/models endpoint
type OpenAIModelList struct {
Object string `json:"object"`
Data []OpenAIModel `json:"data"`
}
// GetSupportedModels returns all supported models in OpenAI format
func GetSupportedModels() OpenAIModelList {
models := []OpenAIModel{
{ID: "gpt-4o-mini", Object: "model", OwnedBy: "monica"},
{ID: "gpt-4o", Object: "model", OwnedBy: "monica"},
{ID: "claude-3-7-sonnet", Object: "model", OwnedBy: "monica"},
{ID: "claude-3-7-sonnet-thinking", Object: "model", OwnedBy: "monica"},
{ID: "claude-3-5-sonnet", Object: "model", OwnedBy: "monica"},
{ID: "claude-3-5-haiku", Object: "model", OwnedBy: "monica"},
{ID: "gemini-2.0-pro", Object: "model", OwnedBy: "monica"},
{ID: "gemini-2.0-flash", Object: "model", OwnedBy: "monica"},
{ID: "gemini-1.5-pro", Object: "model", OwnedBy: "monica"},
{ID: "o3-mini", Object: "model", OwnedBy: "monica"},
{ID: "o1-preview", Object: "model", OwnedBy: "monica"},
{ID: "deepseek-reasoner", Object: "model", OwnedBy: "monica"},
{ID: "deepseek-chat", Object: "model", OwnedBy: "monica"},
{ID: "deepclaude", Object: "model", OwnedBy: "monica"},
{ID: "sonar", Object: "model", OwnedBy: "monica"},
}
return OpenAIModelList{
Object: "list",
Data: models,
}
}
// ChatGPTToMonica 将 ChatGPTRequest 转换为 MonicaRequest
func ChatGPTToMonica(chatReq openai.ChatCompletionRequest) (*MonicaRequest, error) {
if len(chatReq.Messages) == 0 {
return nil, fmt.Errorf("empty messages")
}
// 生成会话ID
conversationID := fmt.Sprintf("conv:%s", uuid.New().String())
// 转换消息
// 设置默认欢迎消息头,不加上就有几率去掉问题最后的十几个token,不清楚是不是bug
defaultItem := Item{
ItemID: fmt.Sprintf("msg:%s", uuid.New().String()),
ConversationID: conversationID,
ItemType: "reply",
Data: ItemContent{Type: "text", Content: "__RENDER_BOT_WELCOME_MSG__"},
}
var items = make([]Item, 1, len(chatReq.Messages))
items[0] = defaultItem
preItemID := defaultItem.ItemID
for _, msg := range chatReq.Messages {
if msg.Role == "system" {
// monica不支持设置prompt,所以直接跳过
continue
}
var msgContext string
var imgUrl []*openai.ChatMessageImageURL
if len(msg.MultiContent) > 0 { // 说明应该是多内容,可能是图片内容
for _, content := range msg.MultiContent {
switch content.Type {
case "text":
msgContext = content.Text
case "image_url":
imgUrl = append(imgUrl, content.ImageURL)
}
}
}
itemID := fmt.Sprintf("msg:%s", uuid.New().String())
itemType := "question"
if msg.Role == "assistant" {
itemType = "reply"
}
var content ItemContent
if len(imgUrl) > 0 {
ctx := context.Background()
fileIfoList := lop.Map(imgUrl, func(item *openai.ChatMessageImageURL, _ int) FileInfo {
f, err := UploadBase64Image(ctx, item.URL)
if err != nil {
log.Println(err)
return FileInfo{}
}
return *f
})
content = ItemContent{
Type: "file_with_text",
Content: msgContext,
FileInfos: fileIfoList,
IsIncognito: true,
}
} else {
content = ItemContent{
Type: "text",
Content: msg.Content,
IsIncognito: true,
}
}
item := Item{
ConversationID: conversationID,
ItemID: itemID,
ParentItemID: preItemID,
ItemType: itemType,
Data: content,
}
items = append(items, item)
preItemID = itemID
}
// 构建请求
mReq := &MonicaRequest{
TaskUID: fmt.Sprintf("task:%s", uuid.New().String()),
BotUID: modelToBot(chatReq.Model),
Data: DataField{
ConversationID: conversationID,
Items: items,
PreParentItemID: preItemID,
TriggerBy: "auto",
IsIncognito: true,
UseModel: "", //TODO 好像写啥都没影响
UseNewMemory: false,
},
Language: "auto",
TaskType: "chat",
}
// indent, err := json.MarshalIndent(mReq, "", " ")
// if err != nil {
// return nil, err
// }
// log.Printf("send: \n%s\n", indent)
return mReq, nil
}
func modelToBot(model string) string {
switch {
case strings.HasPrefix(model, "gpt-4o-mini"):
return "gpt_4_o_mini_chat"
case strings.HasPrefix(model, "gpt-4o"):
return "gpt_4_o_chat"
case strings.HasPrefix(model, "claude-3-7-sonnet-thinking"):
return "claude_3_7_sonnet_think"
case strings.HasPrefix(model, "claude-3-7-sonnet"):
return "claude_3_7_sonnet"
case strings.HasPrefix(model, "claude-3-5-sonnet"):
return "claude_3.5_sonnet"
case strings.HasPrefix(model, "claude-3-5-haiku"):
return "claude_3.5_haiku"
case strings.HasPrefix(model, "gemini-2.0-pro"):
return "gemini_2_0_pro"
case strings.HasPrefix(model, "gemini-2.0-flash"):
return "gemini_2_0"
case strings.HasPrefix(model, "gemini-1"):
return "gemini_1_5"
case strings.HasPrefix(model, "o1-preview"):
return "openai_o_1"
case strings.HasPrefix(model, "o3-mini"):
return "openai_o_3_mini"
case model == "deepseek-reasoner":
return "deepseek_reasoner"
case model == "deepseek-chat":
return "deepseek_chat"
case model == "deepclaude":
return "deepclaude"
case model == "sonar":
return "sonar"
default:
return model
}
}
|