// // 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 ( "bufio" "bytes" "context" "encoding/json" "fmt" "io" "mime/multipart" "net/http" "net/url" "os" "path/filepath" "strconv" "strings" "time" ) // CometAPIModel implements ModelDriver for CometAPI AI. // // CometAPI exposes OpenAI-compatible chat and embeddings under // https://api.cometapi.com/v1, a public model catalog under // https://api.cometapi.com/api/models, and account quota data through the // separate query service at https://query.cometapi.com/user/quota. type CometAPIModel struct { BaseURL map[string]string URLSuffix URLSuffix httpClient *http.Client } // NewCometAPIModel creates a new CometAPI model instance. // // We clone http.DefaultTransport so we keep Go's defaults for // ProxyFromEnvironment, DialContext (with KeepAlive), HTTP/2, // TLSHandshakeTimeout, and ExpectContinueTimeout, and only override // the connection-pool fields we care about. // // The Client itself has no Timeout. http.Client.Timeout would also // cap the time spent reading the response body, which would cut off // long-lived SSE streams in ChatStreamlyWithSender. Non-streaming // callers wrap each request with context.WithTimeout instead. func NewCometAPIModel(baseURL map[string]string, urlSuffix URLSuffix) *CometAPIModel { transport := http.DefaultTransport.(*http.Transport).Clone() transport.MaxIdleConns = 100 transport.MaxIdleConnsPerHost = 10 transport.IdleConnTimeout = 90 * time.Second transport.DisableCompression = false transport.ResponseHeaderTimeout = 60 * time.Second return &CometAPIModel{ BaseURL: baseURL, URLSuffix: urlSuffix, httpClient: &http.Client{ Transport: transport, }, } } func (m *CometAPIModel) NewInstance(baseURL map[string]string) ModelDriver { return NewCometAPIModel(baseURL, m.URLSuffix) } func (m *CometAPIModel) Name() string { return "cometapi" } func validateCometAPIAPIKey(apiConfig *APIConfig) (string, error) { if apiConfig == nil || apiConfig.ApiKey == nil || *apiConfig.ApiKey == "" { return "", fmt.Errorf("api key is required") } return *apiConfig.ApiKey, nil } func validateCometAPIModelName(modelName string) error { if strings.TrimSpace(modelName) == "" { return fmt.Errorf("model name is required") } return nil } func cometapiRegion(apiConfig *APIConfig) string { if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" { return *apiConfig.Region } return "default" } // baseURLForRegion returns the base URL for the given region, or an // error if no entry exists. This makes a misconfigured region fail // fast with a clear message, instead of silently producing a relative // URL that the HTTP transport then rejects. func (m *CometAPIModel) baseURLForRegion(region string) (string, error) { base, ok := m.BaseURL[region] if !ok || base == "" { return "", fmt.Errorf("cometapi: no base URL configured for region %q", region) } return strings.TrimRight(base, "/"), nil } func (m *CometAPIModel) endpointURL(region, suffix string) (string, error) { baseURL, err := m.baseURLForRegion(region) if err != nil { return "", err } return fmt.Sprintf("%s/%s", baseURL, strings.TrimLeft(suffix, "/")), nil } func (m *CometAPIModel) balanceURL(apiKey string) string { rawURL := strings.TrimSpace(m.URLSuffix.Balance) if !strings.HasPrefix(rawURL, "http://") && !strings.HasPrefix(rawURL, "https://") { rawURL = fmt.Sprintf("https://query.cometapi.com/%s", strings.TrimLeft(rawURL, "/")) } parsed, err := url.Parse(rawURL) if err != nil { return rawURL } query := parsed.Query() query.Set("key", apiKey) parsed.RawQuery = query.Encode() return parsed.String() } type cometapiChatRequest struct { Model string `json:"model"` Messages []cometapiAPIMessage `json:"messages"` Stream bool `json:"stream"` MaxTokens *int `json:"max_tokens,omitempty"` Temperature *float64 `json:"temperature,omitempty"` TopP *float64 `json:"top_p,omitempty"` Stop *[]string `json:"stop,omitempty"` } type cometapiAPIMessage struct { Role string `json:"role"` Content interface{} `json:"content"` } func buildCometAPIChatRequest(modelName string, messages []Message, stream bool, chatModelConfig *ChatConfig) cometapiChatRequest { apiMessages := make([]cometapiAPIMessage, len(messages)) for i, msg := range messages { apiMessages[i] = cometapiAPIMessage{ Role: msg.Role, Content: msg.Content, } } reqBody := cometapiChatRequest{ Model: modelName, Messages: apiMessages, Stream: stream, } if chatModelConfig != nil { reqBody.MaxTokens = chatModelConfig.MaxTokens reqBody.Temperature = chatModelConfig.Temperature reqBody.TopP = chatModelConfig.TopP reqBody.Stop = chatModelConfig.Stop } return reqBody } func newCometAPIJSONRequest(ctx context.Context, method string, endpoint string, payload interface{}, apiKey string) (*http.Request, error) { jsonData, err := json.Marshal(payload) if err != nil { return nil, fmt.Errorf("failed to marshal request: %w", err) } req, err := http.NewRequestWithContext(ctx, method, endpoint, bytes.NewBuffer(jsonData)) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Content-Type", "application/json") if apiKey != "" { req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", apiKey)) } return req, nil } type cometapiHTTPResponse struct { StatusCode int Status string Body []byte } func (m *CometAPIModel) doCometAPIRequest(req *http.Request) (*cometapiHTTPResponse, error) { resp, err := m.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) } return &cometapiHTTPResponse{ StatusCode: resp.StatusCode, Status: resp.Status, Body: body, }, nil } type cometapiChatResponsePayload struct { Choices []cometapiChatChoice `json:"choices"` } type cometapiChatChoice struct { Message cometapiChatMessage `json:"message"` Delta cometapiChatDelta `json:"delta"` FinishReason string `json:"finish_reason"` } type cometapiChatMessage struct { Content *string `json:"content"` ReasoningContent string `json:"reasoning_content"` } type cometapiChatDelta struct { Content string `json:"content"` ReasoningContent string `json:"reasoning_content"` } func parseCometAPIChatResponse(body []byte) (*ChatResponse, error) { var parsed cometapiChatResponsePayload if err := json.Unmarshal(body, &parsed); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } if len(parsed.Choices) == 0 { return nil, fmt.Errorf("no choices in response") } if parsed.Choices[0].Message.Content == nil { return nil, fmt.Errorf("invalid content format") } content := *parsed.Choices[0].Message.Content reasonContent := strings.TrimLeft(parsed.Choices[0].Message.ReasoningContent, "\n") return &ChatResponse{ Answer: &content, ReasonContent: &reasonContent, }, nil } func parseCometAPIStreamEvent(data string) (content string, reasonContent string, terminal bool, ok bool) { var event cometapiChatResponsePayload if err := json.Unmarshal([]byte(data), &event); err != nil { return "", "", false, false } if len(event.Choices) == 0 { return "", "", false, false } choice := event.Choices[0] return choice.Delta.Content, choice.Delta.ReasoningContent, choice.FinishReason != "", true } type cometapiModelCatalogResponse struct { Data []cometapiModelCatalogItem `json:"data"` } type cometapiModelCatalogItem struct { ID string `json:"id"` } func parseCometAPIModelCatalog(body []byte) ([]string, error) { var parsed cometapiModelCatalogResponse if err := json.Unmarshal(body, &parsed); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } models := make([]string, 0, len(parsed.Data)) for _, model := range parsed.Data { if model.ID != "" { models = append(models, model.ID) } } return models, nil } // ChatWithMessages sends multiple messages with roles and returns the response. func (m *CometAPIModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) { apiKey, err := validateCometAPIAPIKey(apiConfig) if err != nil { return nil, err } if err := validateCometAPIModelName(modelName); err != nil { return nil, err } if len(messages) == 0 { return nil, fmt.Errorf("messages is empty") } url, err := m.endpointURL(cometapiRegion(apiConfig), m.URLSuffix.Chat) if err != nil { return nil, err } // Note: do NOT propagate chatModelConfig.Stream into the request body // here. ChatWithMessages parses a single JSON response, so stream must // always be off for this code path. reqBody := buildCometAPIChatRequest(modelName, messages, false, chatModelConfig) ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout) defer cancel() req, err := newCometAPIJSONRequest(ctx, "POST", url, reqBody, apiKey) if err != nil { return nil, err } resp, err := m.doCometAPIRequest(req) if err != nil { return nil, err } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(resp.Body)) } return parseCometAPIChatResponse(resp.Body) } // ChatStreamlyWithSender sends messages and streams the response via the // sender function. The CometAPI SSE stream uses the same shape as OpenAI: // "data:" lines carrying JSON events, with a final "[DONE]" line. func (m *CometAPIModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, sender func(*string, *string) error) error { if sender == nil { return fmt.Errorf("sender is required") } if err := validateCometAPIModelName(modelName); err != nil { return err } if len(messages) == 0 { return fmt.Errorf("messages is empty") } apiKey, err := validateCometAPIAPIKey(apiConfig) if err != nil { return err } url, err := m.endpointURL(cometapiRegion(apiConfig), m.URLSuffix.Chat) if err != nil { return err } if chatModelConfig != nil { // Refuse to run if the caller explicitly asked for stream=false. // The body of this method only knows how to read SSE, so a // non-SSE JSON response would be parsed as if it were a stream // and produce no chunks. Better to fail clearly. if chatModelConfig.Stream != nil && !*chatModelConfig.Stream { return fmt.Errorf("stream must be true in ChatStreamlyWithSender") } } reqBody := buildCometAPIChatRequest(modelName, messages, true, chatModelConfig) // Use an explicit background context. SSE streams are long-lived // so we do not attach a hard deadline here; the transport's // ResponseHeaderTimeout caps the connection-establishment phase. req, err := newCometAPIJSONRequest(context.Background(), "POST", url, reqBody, apiKey) if err != nil { return err } resp, err := m.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)) } // SSE parsing: bump the scanner buffer from the 64KB default to 1MB // so we never silently truncate a long data: line. scanner := bufio.NewScanner(resp.Body) scanner.Buffer(make([]byte, 64*1024), 1024*1024) sawTerminal := false for scanner.Scan() { line := scanner.Text() if !strings.HasPrefix(line, "data:") { continue } data := strings.TrimSpace(line[5:]) if data == "[DONE]" { sawTerminal = true break } content, reasoningContent, terminal, ok := parseCometAPIStreamEvent(data) if !ok { continue } if reasoningContent != "" { if err := sender(nil, &reasoningContent); err != nil { return err } } if content != "" { if err := sender(&content, nil); err != nil { return err } } if terminal { sawTerminal = true break } } if err := scanner.Err(); err != nil { return fmt.Errorf("failed to scan response body: %w", err) } if !sawTerminal { return fmt.Errorf("cometapi: stream ended before [DONE] or finish_reason") } endOfStream := "[DONE]" if err := sender(&endOfStream, nil); err != nil { return err } return nil } type cometapiEmbeddingData struct { Embedding []float64 `json:"embedding"` Object string `json:"object"` Index int `json:"index"` } type cometapiEmbeddingResponse struct { Data []cometapiEmbeddingData `json:"data"` Model string `json:"model"` Object string `json:"object"` } type cometapiEmbeddingRequest struct { Model string `json:"model"` Input []string `json:"input"` Dimensions int `json:"dimensions,omitempty"` } // Embed turns a list of texts into embedding vectors using the // CometAPI /v1/embeddings endpoint. The output has one vector per input, // in the same order the inputs were given. func (m *CometAPIModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) { if len(texts) == 0 { return []EmbeddingData{}, nil } apiKey, err := validateCometAPIAPIKey(apiConfig) if err != nil { return nil, err } if modelName == nil || strings.TrimSpace(*modelName) == "" { return nil, fmt.Errorf("model name is required") } url, err := m.endpointURL(cometapiRegion(apiConfig), m.URLSuffix.Embedding) if err != nil { return nil, err } reqBody := cometapiEmbeddingRequest{ Model: *modelName, Input: texts, } if embeddingConfig != nil && embeddingConfig.Dimension > 0 { reqBody.Dimensions = embeddingConfig.Dimension } ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout) defer cancel() req, err := newCometAPIJSONRequest(ctx, "POST", url, reqBody, apiKey) if err != nil { return nil, err } resp, err := m.doCometAPIRequest(req) if err != nil { return nil, err } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("CometAPI embeddings API error: %s, body: %s", resp.Status, string(resp.Body)) } var parsed cometapiEmbeddingResponse if err = json.Unmarshal(resp.Body, &parsed); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } // Reorder the returned vectors by their reported index so the output // always lines up with the input texts, even if the upstream API ever // returns items out of order. A nil slot at the end indicates the // upstream did not return an embedding for that input. embeddings := make([]EmbeddingData, len(texts)) filled := make([]bool, len(texts)) for _, item := range parsed.Data { if item.Index < 0 || item.Index >= len(texts) { return nil, fmt.Errorf("cometapi: response index %d out of range for %d inputs", item.Index, len(texts)) } if filled[item.Index] { // A malformed response that repeats the same index would // silently overwrite the earlier vector. Fail loudly so // the caller never uses ambiguous output. return nil, fmt.Errorf("cometapi: duplicate embedding index %d in response", item.Index) } embeddings[item.Index] = EmbeddingData{ Embedding: item.Embedding, Index: item.Index, } filled[item.Index] = true } for i, ok := range filled { if !ok { return nil, fmt.Errorf("cometapi: missing embedding for input index %d", i) } } return embeddings, nil } // ListModels returns the public CometAPI model catalog. func (m *CometAPIModel) ListModels(apiConfig *APIConfig) ([]string, error) { url, err := m.endpointURL(cometapiRegion(apiConfig), m.URLSuffix.Models) if err != nil { return nil, err } ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, "GET", url, nil) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } resp, err := m.doCometAPIRequest(req) if err != nil { return nil, err } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(resp.Body)) } return parseCometAPIModelCatalog(resp.Body) } // Balance queries CometAPI's quota service. Unlike model requests, this // endpoint authenticates with the key query parameter on query.cometapi.com. func (m *CometAPIModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) { if apiConfig == nil || apiConfig.ApiKey == nil || *apiConfig.ApiKey == "" { return nil, fmt.Errorf("api key is required") } if strings.TrimSpace(m.URLSuffix.Balance) == "" { return nil, fmt.Errorf("balance URL is required") } ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, "GET", m.balanceURL(*apiConfig.ApiKey), nil) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } resp, err := m.doCometAPIRequest(req) if err != nil { return nil, err } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("CometAPI quota API error: %s, body: %s", resp.Status, string(resp.Body)) } var result map[string]interface{} if err = json.Unmarshal(resp.Body, &result); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } return result, nil } // CheckConnection runs a quota query to verify the API key. func (m *CometAPIModel) CheckConnection(apiConfig *APIConfig) error { _, err := m.Balance(apiConfig) if err != nil { return err } return nil } // Rerank calculates similarity scores between query and documents. CometAPI // does not expose a public rerank API, so this returns "no such method". func (m *CometAPIModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig) (*RerankResponse, error) { return nil, fmt.Errorf("no such method") } // TranscribeAudio transcribe audio func (m *CometAPIModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig) (*ASRResponse, error) { if file == nil || *file == "" { return nil, fmt.Errorf("file is missing") } region := "default" if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" { region = *apiConfig.Region } url := fmt.Sprintf("%s/%s", m.BaseURL[region], m.URLSuffix.ASR) // multipart body var body bytes.Buffer writer := multipart.NewWriter(&body) // open audio file audioFile, err := os.Open(*file) if err != nil { return nil, fmt.Errorf("failed to open audio file: %w", err) } defer audioFile.Close() // create multipart file field part, err := writer.CreateFormFile("file", filepath.Base(*file)) if err != nil { return nil, fmt.Errorf("failed to create multipart file: %w", err) } // copy file content if _, err = io.Copy(part, audioFile); err != nil { return nil, fmt.Errorf("failed to copy audio data: %w", err) } // model field if err := writer.WriteField("model", *modelName); err != nil { return nil, fmt.Errorf("failed to write model field: %w", err) } // extra params if asrConfig != nil && asrConfig.Params != nil { for key, value := range asrConfig.Params { var val string switch v := value.(type) { case string: val = v case bool: val = strconv.FormatBool(v) case int: val = strconv.Itoa(v) case int64: val = strconv.FormatInt(v, 10) case float32: val = strconv.FormatFloat(float64(v), 'f', -1, 32) case float64: val = strconv.FormatFloat(v, 'f', -1, 64) default: val = fmt.Sprintf("%v", v) } if err = writer.WriteField(key, val); err != nil { return nil, fmt.Errorf("failed to write field %s: %w", key, err) } } } if err = writer.Close(); err != nil { return nil, fmt.Errorf("failed to close multipart writer: %w", err) } // build request req, err := http.NewRequest("POST", url, &body) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey)) req.Header.Set("Content-Type", writer.FormDataContentType()) req.Header.Set("Accept", "application/json") // send request resp, err := m.httpClient.Do(req) if err != nil { return nil, fmt.Errorf("failed to send request: %w", err) } defer resp.Body.Close() respBody, err := io.ReadAll(resp.Body) if err != nil { return nil, fmt.Errorf("failed to read response body: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("SiliconFlow ASR error: %s - %s", resp.Status, string(respBody)) } // SiliconFlow response var result struct { Text string `json:"text"` } if err = json.Unmarshal(respBody, &result); err != nil { return nil, fmt.Errorf("failed to unmarshal response: %w, body=%s", err, string(respBody)) } return &ASRResponse{Text: result.Text}, nil } func (m *CometAPIModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s, no such method", m.Name()) } // AudioSpeech synthesizes speech audio from text. func (m *CometAPIModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) { if audioContent == nil || *audioContent == "" { return nil, fmt.Errorf("audio content is empty") } var region = "default" if apiConfig != nil && apiConfig.Region != nil && *apiConfig.Region != "" { region = *apiConfig.Region } url := fmt.Sprintf("%s/%s", m.BaseURL[region], m.URLSuffix.TTS) reqBody := map[string]interface{}{ "model": *modelName, "input": *audioContent, } if ttsConfig != nil && ttsConfig.Params != nil { for key, value := range ttsConfig.Params { reqBody[key] = value } } if ttsConfig != nil && ttsConfig.Format != "" { reqBody["response_format"] = ttsConfig.Format } jsonData, err := json.Marshal(reqBody) if err != nil { return nil, fmt.Errorf("failed to marshal request: %w", err) } req, err := http.NewRequest("POST", 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 := m.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 body: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("%s - %s", resp.Status, string(body)) } return &TTSResponse{Audio: body}, nil } func (m *CometAPIModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s, no such method", m.Name()) } // OCRFile OCR file func (m *CometAPIModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig) (*OCRFileResponse, error) { return nil, fmt.Errorf("%s, no such method", m.Name()) } func (m *CometAPIModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig) (*ParseFileResponse, error) { return nil, fmt.Errorf("%s, no such method", m.Name()) } func (m *CometAPIModel) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) { return nil, fmt.Errorf("%s, no such method", m.Name()) } func (m *CometAPIModel) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) { return nil, fmt.Errorf("%s, no such method", m.Name()) }