// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2025 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package modrerankernvidia import ( "context" "os" "time" "github.com/pkg/errors" "github.com/sirupsen/logrus" "github.com/weaviate/weaviate/entities/modulecapabilities" "github.com/weaviate/weaviate/entities/moduletools" client "github.com/weaviate/weaviate/modules/reranker-nvidia/clients" additionalprovider "github.com/weaviate/weaviate/usecases/modulecomponents/additional" "github.com/weaviate/weaviate/usecases/modulecomponents/ent" ) const Name = "reranker-nvidia" func New() *RerankerModule { return &RerankerModule{} } type RerankerModule struct { reranker ReRankerClient additionalPropertiesProvider modulecapabilities.AdditionalProperties } type ReRankerClient interface { Rank(ctx context.Context, query string, documents []string, cfg moduletools.ClassConfig) (*ent.RankResult, error) MetaInfo() (map[string]interface{}, error) } func (m *RerankerModule) Name() string { return Name } func (m *RerankerModule) Type() modulecapabilities.ModuleType { return modulecapabilities.Text2TextReranker } func (m *RerankerModule) Init(ctx context.Context, params moduletools.ModuleInitParams, ) error { if err := m.initAdditional(ctx, params.GetConfig().ModuleHttpClientTimeout, params.GetLogger()); err != nil { return errors.Wrap(err, "init NVIDIA reranker") } return nil } func (m *RerankerModule) initAdditional(ctx context.Context, timeout time.Duration, logger logrus.FieldLogger, ) error { apiKey := os.Getenv("NVIDIA_APIKEY") client := client.New(apiKey, timeout, logger) m.additionalPropertiesProvider = additionalprovider.NewRankerProvider(client) m.reranker = client return nil } func (m *RerankerModule) MetaInfo() (map[string]interface{}, error) { return m.reranker.MetaInfo() } func (m *RerankerModule) AdditionalProperties() map[string]modulecapabilities.AdditionalProperty { return m.additionalPropertiesProvider.AdditionalProperties() } // verify we implement the modules.Module interface var ( _ = modulecapabilities.Module(New()) _ = modulecapabilities.AdditionalProperties(New()) _ = modulecapabilities.MetaProvider(New()) )