// // Copyright 2026 The InfiniFlow Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // package models import ( "context" "encoding/json" "fmt" "io" "net/http" "ragflow/internal/common" "strings" ) // AvianModel implements ModelDriver for Avian (https://api.avian.io/docs/). type AvianModel struct { baseModel BaseModel } // NewAvianModel creates a new Avian model instance. // NewDriverHTTPClient applies the same transport settings that were previously // set inline (MaxIdleConns, IdleConnTimeout, ResponseHeaderTimeout, etc.). func NewAvianModel(baseURL map[string]string, urlSuffix URLSuffix) *AvianModel { return &AvianModel{ baseModel: BaseModel{ BaseURL: baseURL, URLSuffix: urlSuffix, httpClient: NewDriverHTTPClient(false), }, } } func (a *AvianModel) NewInstance(baseURL map[string]string) ModelDriver { return NewAvianModel(baseURL, a.baseModel.URLSuffix) } func (a *AvianModel) Name() string { return "Avian" } func (a *AvianModel) chatURL(apiConfig *APIConfig) (string, error) { baseURL, err := a.baseModel.GetBaseURL(apiConfig) if err != nil { return "", err } return fmt.Sprintf("%s/%s", baseURL, a.baseModel.URLSuffix.Chat), nil } func (a *AvianModel) ChatWithMessages(ctx context.Context, modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, modelUsage *common.ModelUsage) (*ChatResponse, error) { if err := a.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if strings.TrimSpace(modelName) == "" { return nil, fmt.Errorf("model name is required") } if len(messages) == 0 { return nil, fmt.Errorf("messages is empty") } url, err := a.chatURL(apiConfig) if err != nil { return nil, err } reqBody := buildRequestBody(chatModelConfig, modelName, messages, false) body, err := a.baseModel.doRequest(ctx, url, apiConfig, reqBody, nonStreamCallTimeout) if err != nil { return nil, err } return HandleNonStreamingResponse(body, modelUsage, chatModelConfig, OpenAIParserConfig) } func (a *AvianModel) ChatStreamlyWithSender(ctx context.Context, modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error { if err := a.baseModel.APIConfigCheck(apiConfig); err != nil { return err } if sender == nil { return fmt.Errorf("sender is required") } if strings.TrimSpace(modelName) == "" { return fmt.Errorf("model name is required") } if len(messages) == 0 { return fmt.Errorf("messages is empty") } if chatModelConfig != nil && chatModelConfig.Stream != nil && !*chatModelConfig.Stream { return fmt.Errorf("stream must be true in ChatStreamlyWithSender") } url, err := a.chatURL(apiConfig) if err != nil { return err } reqBody := buildRequestBody(chatModelConfig, modelName, messages, true) reqBody["stream_options"] = map[string]interface{}{ "include_usage": true, } if chatModelConfig != nil && chatModelConfig.Thinking != nil { if *chatModelConfig.Thinking { reqBody["thinking"] = map[string]interface{}{ "type": "enabled", } } else { reqBody["thinking"] = map[string]interface{}{ "type": "disabled", } } } return a.baseModel.doStreamRequest(ctx, url, apiConfig, reqBody, streamCallTimeout, func(body io.ReadCloser) error { return HandleStreamingResponse(body, modelUsage, chatModelConfig, OpenAIParserConfig, sender) }) } type avianModelInfo struct { ID string `json:"id"` } func (a *AvianModel) ListModels(ctx context.Context, apiConfig *APIConfig) ([]ListModelResponse, error) { if err := a.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } baseURL, err := a.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } baseURL = strings.TrimSuffix(baseURL, "/") url := fmt.Sprintf("%s/%s", baseURL, a.baseModel.URLSuffix.Models) ctx, cancel := context.WithTimeout(ctx, nonStreamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, http.MethodGet, url, nil) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Content-Type", "application/json") req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey)) resp, err := a.baseModel.httpClient.Do(req) if err != nil { return nil, fmt.Errorf("failed to send request: %w", err) } defer resp.Body.Close() body, err := io.ReadAll(resp.Body) if err != nil { return nil, fmt.Errorf("failed to read response: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(body)) } var modelList ModelList if err = json.Unmarshal(body, &modelList.Models); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } return ParseListModel(modelList), nil } func (a *AvianModel) CheckConnection(ctx context.Context, apiConfig *APIConfig) error { _, err := a.ListModels(ctx, apiConfig) return err } func (a *AvianModel) Embed(ctx context.Context, modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig, modelUsage *common.ModelUsage) ([]EmbeddingData, error) { return nil, fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) Rerank(ctx context.Context, modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig, modelUsage *common.ModelUsage) (*RerankResponse, error) { return nil, fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) Balance(ctx context.Context, apiConfig *APIConfig) (map[string]interface{}, error) { return nil, fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) TranscribeAudio(ctx context.Context, modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage) (*ASRResponse, error) { return nil, fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) TranscribeAudioWithSender(ctx context.Context, modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error { return fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) AudioSpeech(ctx context.Context, modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage) (*TTSResponse, error) { return nil, fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) AudioSpeechWithSender(ctx context.Context, modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error { return fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) OCRFile(ctx context.Context, modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig, modelUsage *common.ModelUsage) (*OCRFileResponse, error) { return nil, fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) ParseFile(ctx context.Context, modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig, modelUsage *common.ModelUsage) (*ParseFileResponse, error) { return nil, fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) ListTasks(ctx context.Context, apiConfig *APIConfig) ([]ListTaskStatus, error) { return nil, fmt.Errorf("%s, no such method", a.Name()) } func (a *AvianModel) ShowTask(ctx context.Context, taskID string, apiConfig *APIConfig) (*TaskResponse, error) { return nil, fmt.Errorf("%s, no such method", a.Name()) }