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Go: add stats (#17061)

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### Summary

Add LLM token stats framework

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
This commit is contained in:
Jin Hai
2026-07-18 21:02:07 +08:00
committed by GitHub
parent cafbbd467d
commit b8d06d02e6
144 changed files with 1578 additions and 1280 deletions
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21
internal/entity/models/replicate.go
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@@ -25,6 +25,7 @@ import (
"io"
"net/http"
"net/url"
"ragflow/internal/common"
"sort"
"strings"
"time"
@@ -324,7 +325,7 @@ func (r *ReplicateModel) waitForPrediction(ctx context.Context, prediction *repl
}
}
func (r *ReplicateModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) {
func (r *ReplicateModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, modelUsage *common.ModelUsage) (*ChatResponse, error) {
if err := r.baseModel.APIConfigCheck(apiConfig); err != nil {
return nil, err
}
@@ -363,7 +364,7 @@ func (r *ReplicateModel) ChatWithMessages(modelName string, messages []Message,
return &ChatResponse{Answer: &answer, ReasonContent: &reasonContent}, nil
}
func (r *ReplicateModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, sender func(*string, *string) error) error {
func (r *ReplicateModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error {
if err := r.baseModel.APIConfigCheck(apiConfig); err != nil {
return err
}
@@ -673,7 +674,7 @@ func replicateKeys(m map[string]interface{}) []string {
}
// Embed turns a list of texts into embedding vectors via Replicate's
func (r *ReplicateModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) {
func (r *ReplicateModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig, modelUsage *common.ModelUsage) ([]EmbeddingData, error) {
if err := r.baseModel.APIConfigCheck(apiConfig); err != nil {
return nil, err
}
@@ -764,7 +765,7 @@ func replicateScoresFromInterface(arr []interface{}, n int) ([]float64, error) {
}
// Rerank scores a query against a list of documents
func (r *ReplicateModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig) (*RerankResponse, error) {
func (r *ReplicateModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig, modelUsage *common.ModelUsage) (*RerankResponse, error) {
if err := r.baseModel.APIConfigCheck(apiConfig); err != nil {
return nil, err
}
@@ -832,27 +833,27 @@ func (r *ReplicateModel) Balance(apiConfig *APIConfig) (map[string]interface{},
return nil, fmt.Errorf("%s, no such method", r.Name())
}
func (r *ReplicateModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig) (*ASRResponse, error) {
func (r *ReplicateModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage) (*ASRResponse, error) {
return nil, fmt.Errorf("%s, no such method", r.Name())
}
func (r *ReplicateModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, sender func(*string, *string) error) error {
func (r *ReplicateModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error {
return fmt.Errorf("%s, no such method", r.Name())
}
func (r *ReplicateModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) {
func (r *ReplicateModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage) (*TTSResponse, error) {
return nil, fmt.Errorf("%s, no such method", r.Name())
}
func (r *ReplicateModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, sender func(*string, *string) error) error {
func (r *ReplicateModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error {
return fmt.Errorf("%s, no such method", r.Name())
}
func (r *ReplicateModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig) (*OCRFileResponse, error) {
func (r *ReplicateModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig, modelUsage *common.ModelUsage) (*OCRFileResponse, error) {
return nil, fmt.Errorf("%s, no such method", r.Name())
}
func (r *ReplicateModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig) (*ParseFileResponse, error) {
func (r *ReplicateModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig, modelUsage *common.ModelUsage) (*ParseFileResponse, error) {
return nil, fmt.Errorf("%s, no such method", r.Name())
}