// // 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 ( "bytes" "context" "encoding/json" "fmt" "io" "net/http" "strings" ) // PPIOModel implements ModelDriver for PPIO. // // PPIO exposes OpenAI-compatible chat completions and model listing endpoints. type PPIOModel struct { baseModel BaseModel } func NewPPIOModel(baseURL map[string]string, urlSuffix URLSuffix) *PPIOModel { return &PPIOModel{ baseModel: BaseModel{ BaseURL: baseURL, URLSuffix: urlSuffix, httpClient: NewDriverHTTPClient(), }, } } func (p *PPIOModel) NewInstance(baseURL map[string]string) ModelDriver { return NewPPIOModel(baseURL, p.baseModel.URLSuffix) } func (p *PPIOModel) Name() string { return "ppio" } func (p *PPIOModel) endpoint(apiConfig *APIConfig, suffix string) (string, error) { baseURL, err := p.baseModel.GetBaseURL(apiConfig) if err != nil { return "", err } baseURL = strings.TrimSuffix(baseURL, "/") return fmt.Sprintf("%s/%s", baseURL, strings.TrimPrefix(suffix, "/")), nil } func ppioChatPayload(modelName string, messages []Message, stream bool, chatModelConfig *ChatConfig) map[string]interface{} { apiMessages := make([]map[string]interface{}, len(messages)) for i, msg := range messages { apiMessages[i] = map[string]interface{}{ "role": msg.Role, "content": msg.Content, } } reqBody := map[string]interface{}{ "model": modelName, "messages": apiMessages, "stream": stream, } if chatModelConfig != nil { if chatModelConfig.MaxTokens != nil { reqBody["max_tokens"] = *chatModelConfig.MaxTokens } if chatModelConfig.Temperature != nil { reqBody["temperature"] = *chatModelConfig.Temperature } if chatModelConfig.TopP != nil { reqBody["top_p"] = *chatModelConfig.TopP } if chatModelConfig.Stop != nil { reqBody["stop"] = *chatModelConfig.Stop } } return reqBody } type ppioChatMessage struct { Content string `json:"content"` ReasoningContent string `json:"reasoning_content"` Reasoning string `json:"reasoning"` } type ppioChatChoice struct { Message ppioChatMessage `json:"message"` Delta ppioChatMessage `json:"delta"` FinishReason string `json:"finish_reason"` } type ppioChatResponse struct { Choices []ppioChatChoice `json:"choices"` Error interface{} `json:"error"` FinishReason string `json:"finish_reason"` } func (p *PPIOModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) { if err := p.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 := p.endpoint(apiConfig, p.baseModel.URLSuffix.Chat) if err != nil { return nil, err } jsonData, err := json.Marshal(ppioChatPayload(modelName, messages, false, chatModelConfig)) if err != nil { return nil, fmt.Errorf("failed to marshal request: %w", err) } ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewBuffer(jsonData)) 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 := p.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 result ppioChatResponse if err = json.Unmarshal(body, &result); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } if result.Error != nil { return nil, fmt.Errorf("ppio: upstream error: %v", result.Error) } if len(result.Choices) == 0 { return nil, fmt.Errorf("no choices in response") } content := result.Choices[0].Message.Content reasonContent := result.Choices[0].Message.ReasoningContent if reasonContent == "" { reasonContent = result.Choices[0].Message.Reasoning } return &ChatResponse{ Answer: &content, ReasonContent: &reasonContent, }, nil } func (p *PPIOModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, sender func(*string, *string) error) error { if err := p.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 := p.endpoint(apiConfig, p.baseModel.URLSuffix.Chat) if err != nil { return err } jsonData, err := json.Marshal(ppioChatPayload(modelName, messages, true, chatModelConfig)) if err != nil { return fmt.Errorf("failed to marshal request: %w", err) } ctx, cancel := context.WithTimeout(context.Background(), streamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewBuffer(jsonData)) if err != nil { return 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)) req.Header.Set("Accept", "text/event-stream") resp, err := p.baseModel.httpClient.Do(req) if err != nil { return fmt.Errorf("failed to send request: %w", err) } defer resp.Body.Close() if resp.StatusCode != http.StatusOK { body, _ := io.ReadAll(resp.Body) return fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(body)) } sawTerminal := false done, err := ParseSSEStream[ppioChatResponse](resp.Body, func(event ppioChatResponse) error { if event.Error != nil { return fmt.Errorf("ppio: upstream stream error: %v", event.Error) } if len(event.Choices) == 0 { return nil } choice := event.Choices[0] reasoning := choice.Delta.ReasoningContent if reasoning == "" { reasoning = choice.Delta.Reasoning } if reasoning != "" { if err := sender(nil, &reasoning); err != nil { return err } } if choice.Delta.Content != "" { if err := sender(&choice.Delta.Content, nil); err != nil { return err } } if choice.FinishReason != "" || event.FinishReason != "" { sawTerminal = true } return nil }) if err != nil { return fmt.Errorf("failed to scan response body: %w", err) } if !done && !sawTerminal { return fmt.Errorf("ppio: stream ended before [DONE] or finish_reason") } endOfStream := "[DONE]" return sender(&endOfStream, nil) } type ppioModelInfo struct { ID string `json:"id"` } type ppioListModelsResponse struct { Data []DSModel `json:"data"` Error interface{} `json:"error"` } func (p *PPIOModel) ListModels(apiConfig *APIConfig) ([]ListModelResponse, error) { if err := p.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } url, err := p.endpoint(apiConfig, p.baseModel.URLSuffix.Models) if err != nil { return nil, err } ctx, cancel := context.WithTimeout(context.Background(), 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 := p.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 result ppioListModelsResponse if err = json.Unmarshal(body, &result); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } if result.Error != nil { return nil, fmt.Errorf("ppio: upstream error: %v", result.Error) } return ParseListModel(ModelList{Models: result.Data}), nil } func (p *PPIOModel) CheckConnection(apiConfig *APIConfig) error { _, err := p.ListModels(apiConfig) return err } func (p *PPIOModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) { return nil, fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig) (*RerankResponse, error) { return nil, fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) { return nil, fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig) (*ASRResponse, error) { return nil, fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) { return nil, fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig) (*OCRFileResponse, error) { return nil, fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig) (*ParseFileResponse, error) { return nil, fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) { return nil, fmt.Errorf("%s, no such method", p.Name()) } func (p *PPIOModel) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) { return nil, fmt.Errorf("%s, no such method", p.Name()) }