mirror of
https://github.com/mudler/LocalAI.git
synced 2024-12-19 04:37:53 +00:00
40 lines
1.1 KiB
Go
40 lines
1.1 KiB
Go
package backend
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import (
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"context"
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"fmt"
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"github.com/mudler/LocalAI/core/config"
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"github.com/mudler/LocalAI/core/schema"
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"github.com/mudler/LocalAI/pkg/grpc/proto"
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model "github.com/mudler/LocalAI/pkg/model"
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)
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func ModelTranscription(audio, language string, translate bool, ml *model.ModelLoader, backendConfig config.BackendConfig, appConfig *config.ApplicationConfig) (*schema.TranscriptionResult, error) {
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opts := modelOpts(backendConfig, appConfig, []model.Option{
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model.WithBackendString(model.WhisperBackend),
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model.WithModel(backendConfig.Model),
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model.WithContext(appConfig.Context),
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model.WithThreads(uint32(*backendConfig.Threads)),
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model.WithAssetDir(appConfig.AssetsDestination),
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})
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whisperModel, err := ml.BackendLoader(opts...)
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if err != nil {
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return nil, err
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}
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if whisperModel == nil {
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return nil, fmt.Errorf("could not load whisper model")
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}
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return whisperModel.AudioTranscription(context.Background(), &proto.TranscriptRequest{
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Dst: audio,
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Language: language,
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Translate: translate,
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Threads: uint32(*backendConfig.Threads),
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})
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}
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