mirror of https://github.com/mudler/LocalAI.git
40 lines
1.0 KiB
Go
40 lines
1.0 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/go-skynet/LocalAI/core/config"
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"github.com/go-skynet/LocalAI/pkg/grpc/proto"
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model "github.com/go-skynet/LocalAI/pkg/model"
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)
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func Rerank(backend, modelFile string, request *proto.RerankRequest, loader *model.ModelLoader, appConfig *config.ApplicationConfig, backendConfig config.BackendConfig) (*proto.RerankResult, error) {
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bb := backend
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if bb == "" {
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return nil, fmt.Errorf("backend is required")
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}
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grpcOpts := gRPCModelOpts(backendConfig)
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opts := modelOpts(config.BackendConfig{}, appConfig, []model.Option{
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model.WithBackendString(bb),
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model.WithModel(modelFile),
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model.WithContext(appConfig.Context),
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model.WithAssetDir(appConfig.AssetsDestination),
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model.WithLoadGRPCLoadModelOpts(grpcOpts),
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})
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rerankModel, err := loader.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 rerankModel == nil {
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return nil, fmt.Errorf("could not load rerank model")
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}
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res, err := rerankModel.Rerank(context.Background(), request)
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return res, err
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}
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