package js import ( "apigo.cc/ai/ai/goja" "apigo.cc/ai/ai/interface/llm" "github.com/ssgo/u" "reflect" "strings" ) func RequireAI() map[string]any { aiObj := map[string]any{ "similarity": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(2) return vm.ToValue(llm.Similarity(args.Bytes(0), args.Bytes(1))) }, } for name, lm := range llm.List() { aiObj[name] = RequireLLM(lm) } return aiObj } func RequireLLM(lm llm.LLM) map[string]any { return map[string]any{ "ask": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) conf, cb := getAskArgs(args.This, vm, args.Arguments) result, usage, err := lm.Ask(makeChatMessages(args.Arguments), conf, cb) return makeChatResult(vm, result, &usage, err) }, "fastAsk": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) _, cb := getAskArgs(args.This, vm, args.Arguments) result, usage, err := lm.FastAsk(makeChatMessages(args.Arguments), cb) return makeChatResult(vm, result, &usage, err) }, "longAsk": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) _, cb := getAskArgs(args.This, vm, args.Arguments) result, usage, err := lm.LongAsk(makeChatMessages(args.Arguments), cb) return makeChatResult(vm, result, &usage, err) }, "batterAsk": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) _, cb := getAskArgs(args.This, vm, args.Arguments) result, usage, err := lm.BatterAsk(makeChatMessages(args.Arguments), cb) return makeChatResult(vm, result, &usage, err) }, "bestAsk": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) _, cb := getAskArgs(args.This, vm, args.Arguments) result, usage, err := lm.BestAsk(makeChatMessages(args.Arguments), cb) return makeChatResult(vm, result, &usage, err) }, "multiAsk": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) _, cb := getAskArgs(args.This, vm, args.Arguments) result, usage, err := lm.MultiAsk(makeChatMessages(args.Arguments), cb) return makeChatResult(vm, result, &usage, err) }, "bestMultiAsk": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) _, cb := getAskArgs(args.This, vm, args.Arguments) result, usage, err := lm.BestMultiAsk(makeChatMessages(args.Arguments), cb) return makeChatResult(vm, result, &usage, err) }, "codeInterpreterAsk": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) _, cb := getAskArgs(args.This, vm, args.Arguments) result, usage, err := lm.CodeInterpreterAsk(makeChatMessages(args.Arguments), cb) return makeChatResult(vm, result, &usage, err) }, "webSearchAsk": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) _, cb := getAskArgs(args.This, vm, args.Arguments) result, usage, err := lm.WebSearchAsk(makeChatMessages(args.Arguments), cb) return makeChatResult(vm, result, &usage, err) }, "makeImage": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) prompt, conf := getGCArgs(args.Arguments) results, usage, err := lm.MakeImage(prompt, conf) return makeGCResult(vm, results, nil, &usage, err) }, "fastMakeImage": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) prompt, conf := getGCArgs(args.Arguments) results, usage, err := lm.FastMakeImage(prompt, conf) return makeGCResult(vm, results, nil, &usage, err) }, "bestMakeImage": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) prompt, conf := getGCArgs(args.Arguments) results, usage, err := lm.BestMakeImage(prompt, conf) return makeGCResult(vm, results, nil, &usage, err) }, "makeVideo": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) prompt, conf := getGCArgs(args.Arguments) results, previews, usage, err := lm.MakeVideo(prompt, conf) return makeGCResult(vm, results, previews, &usage, err) }, "fastMakeVideo": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) prompt, conf := getGCArgs(args.Arguments) results, previews, usage, err := lm.FastMakeVideo(prompt, conf) return makeGCResult(vm, results, previews, &usage, err) }, "bestMakeVideo": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) prompt, conf := getGCArgs(args.Arguments) results, previews, usage, err := lm.BestMakeVideo(prompt, conf) return makeGCResult(vm, results, previews, &usage, err) }, "embedding": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(2) results, usage, err := lm.Embedding(args.Str(0), args.Str(1)) return makeEmbeddingResult(vm, results, &usage, err) }, "fastEmbedding": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) results, usage, err := lm.FastEmbedding(args.Str(0)) return makeEmbeddingResult(vm, results, &usage, err) }, "bestEmbedding": func(argsIn goja.FunctionCall, vm *goja.Runtime) goja.Value { args := MakeArgs(&argsIn, vm).Check(1) results, usage, err := lm.BestEmbedding(args.Str(0)) return makeEmbeddingResult(vm, results, &usage, err) }, "support": lm.Support(), } } func getErrorStr(err error) string { if err != nil { return err.Error() } return "" } func makeChatResult(vm *goja.Runtime, result string, usage *llm.Usage, err error) goja.Value { if err != nil { panic(vm.NewGoError(err)) } return vm.ToValue(map[string]any{ "result": result, "askTokens": usage.AskTokens, "answerTokens": usage.AnswerTokens, "totalTokens": usage.TotalTokens, "usedTime": usage.UsedTime, }) } func makeEmbeddingResult(vm *goja.Runtime, result []byte, usage *llm.Usage, err error) goja.Value { if err != nil { panic(vm.NewGoError(err)) } return vm.ToValue(map[string]any{ "result": result, "askTokens": usage.AskTokens, "answerTokens": usage.AnswerTokens, "totalTokens": usage.TotalTokens, "usedTime": usage.UsedTime, }) } func makeGCResult(vm *goja.Runtime, results []string, previews []string, usage *llm.Usage, err error) goja.Value { if err != nil { panic(vm.NewGoError(err)) } result := "" preview := "" if len(results) > 0 { result = results[0] } else { results = make([]string, 0) } if len(previews) > 0 { preview = previews[0] } else { previews = make([]string, 0) } return vm.ToValue(map[string]any{ "result": result, "preview": preview, "results": results, "previews": previews, "usedTime": usage.UsedTime, }) } func getGCArgs(args []goja.Value) (string, llm.GCConfig) { prompt := "" var config llm.GCConfig if len(args) > 0 { prompt = u.String(args[0].Export()) if len(args) > 1 { u.Convert(args[1].Export(), &config) } } return prompt, config } func getAskArgs(thisArg goja.Value, vm *goja.Runtime, args []goja.Value) (llm.ChatConfig, func(string)) { var chatConfig llm.ChatConfig var callback func(answer string) if len(args) > 0 { for i := 1; i < len(args); i++ { if cb, ok := goja.AssertFunction(args[i]); ok { callback = func(answer string) { _, _ = cb(thisArg, vm.ToValue(answer)) } } else if args[i].ExportType() != nil { switch args[i].ExportType().Kind() { case reflect.Map, reflect.Struct: u.Convert(args[i].Export(), &chatConfig) default: chatConfig.Model = u.String(args[i].Export()) } } } } return chatConfig, callback } func makeChatMessages(args []goja.Value) []llm.ChatMessage { out := make([]llm.ChatMessage, 0) if len(args) > 0 { v := args[0].Export() vv := reflect.ValueOf(v) t := args[0].ExportType() if t != nil { lastRoleIsUser := false switch t.Kind() { // 数组,根据成员类型处理 // 字符串: // 含有媒体:单条多模态消息 // 无媒体:多条文本消息 // 数组:多条消息(第一个成员不是 role 则自动生成) // 对象:多条消息(无 role 则自动生成)(支持 content 或 contents) // 结构:转换为 llm.ChatMessage // 对象:单条消息(支持 content 或 contents) // 结构:转换为 llm.ChatMessage // 字符串:单条文本消息 case reflect.Slice: hasSub := false hasMulti := false for i := 0; i < vv.Len(); i++ { vv2 := u.FinalValue(vv.Index(i)) if vv2.Kind() == reflect.Slice || vv2.Kind() == reflect.Map || vv2.Kind() == reflect.Struct { hasSub = true break } if vv2.Kind() == reflect.String { str := vv2.String() if strings.HasPrefix(str, "data:") || strings.HasPrefix(str, "https://") || strings.HasPrefix(str, "http://") { hasMulti = true } } } if hasSub || !hasMulti { // 有子对象或纯文本数组 var defaultRole string for i := 0; i < vv.Len(); i++ { lastRoleIsUser = !lastRoleIsUser if lastRoleIsUser { defaultRole = llm.RoleUser } else { defaultRole = llm.RoleAssistant } vv2 := u.FinalValue(vv.Index(i)) switch vv2.Kind() { case reflect.Slice: out = append(out, makeChatMessageFromSlice(vv2, defaultRole)) case reflect.Map: out = append(out, makeChatMessageFromSlice(vv2, defaultRole)) case reflect.Struct: item := llm.ChatMessage{} u.Convert(vv2.Interface(), &item) out = append(out, item) default: out = append(out, llm.ChatMessage{Role: llm.RoleUser, Contents: []llm.ChatMessageContent{makeChatMessageContent(u.String(vv2.Interface()))}}) } lastRoleIsUser = out[len(out)-1].Role != llm.RoleUser } } else { // 单条多模态消息 out = append(out, makeChatMessageFromSlice(vv, llm.RoleUser)) } case reflect.Map: out = append(out, makeChatMessageFromMap(vv, llm.RoleUser)) case reflect.Struct: item := llm.ChatMessage{} u.Convert(v, &item) out = append(out, item) default: out = append(out, llm.ChatMessage{Role: llm.RoleUser, Contents: []llm.ChatMessageContent{makeChatMessageContent(u.String(v))}}) } } } return out } func makeChatMessageFromSlice(vv reflect.Value, defaultRole string) llm.ChatMessage { role := u.String(vv.Index(0).Interface()) j := 0 if role == llm.RoleUser || role == llm.RoleAssistant || role == llm.RoleSystem || role == llm.RoleTool { j = 1 } else { role = defaultRole } contents := make([]llm.ChatMessageContent, 0) for ; j < vv.Len(); j++ { contents = append(contents, makeChatMessageContent(u.String(vv.Index(j).Interface()))) } return llm.ChatMessage{Role: role, Contents: contents} } func makeChatMessageFromMap(vv reflect.Value, defaultRole string) llm.ChatMessage { role := u.String(vv.MapIndex(reflect.ValueOf("role")).Interface()) if role == "" { role = defaultRole } contents := make([]llm.ChatMessageContent, 0) content := u.String(vv.MapIndex(reflect.ValueOf("content")).Interface()) if content != "" { contents = append(contents, makeChatMessageContent(content)) } else { contentsV := vv.MapIndex(reflect.ValueOf("contents")) if contentsV.IsValid() && contentsV.Kind() == reflect.Slice { for i := 0; i < contentsV.Len(); i++ { contents = append(contents, makeChatMessageContent(u.String(contentsV.Index(i).Interface()))) } } } return llm.ChatMessage{Role: role, Contents: contents} } func makeChatMessageContent(contnet string) llm.ChatMessageContent { if strings.HasPrefix(contnet, "data:image/") || ((strings.HasPrefix(contnet, "https://") || strings.HasPrefix(contnet, "http://")) && (strings.HasSuffix(contnet, ".png") || strings.HasSuffix(contnet, ".jpg") || strings.HasSuffix(contnet, ".jpeg") || strings.HasSuffix(contnet, ".gif") || strings.HasSuffix(contnet, ".svg"))) { return llm.ChatMessageContent{Type: llm.TypeImage, Content: contnet} } else if strings.HasPrefix(contnet, "data:video/") || ((strings.HasPrefix(contnet, "https://") || strings.HasPrefix(contnet, "http://")) && (strings.HasSuffix(contnet, ".mp4") || strings.HasSuffix(contnet, ".mov") || strings.HasSuffix(contnet, ".m4v") || strings.HasSuffix(contnet, ".avi") || strings.HasSuffix(contnet, ".wmv"))) { return llm.ChatMessageContent{Type: llm.TypeVideo, Content: contnet} } return llm.ChatMessageContent{Type: llm.TypeText, Content: contnet} }