// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2024 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package modgenerativeopenai import ( "context" "net/http" "os" "time" "github.com/pkg/errors" "github.com/sirupsen/logrus" "github.com/weaviate/weaviate/entities/modulecapabilities" "github.com/weaviate/weaviate/entities/moduletools" "github.com/weaviate/weaviate/modules/generative-openai/clients" additionalprovider "github.com/weaviate/weaviate/usecases/modulecomponents/additional" generativemodels "github.com/weaviate/weaviate/usecases/modulecomponents/additional/models" ) const Name = "generative-openai" func New() *GenerativeOpenAIModule { return &GenerativeOpenAIModule{} } type GenerativeOpenAIModule struct { generative generativeClient additionalPropertiesProvider modulecapabilities.AdditionalProperties } type generativeClient interface { GenerateSingleResult(ctx context.Context, textProperties map[string]string, prompt string, cfg moduletools.ClassConfig) (*generativemodels.GenerateResponse, error) GenerateAllResults(ctx context.Context, textProperties []map[string]string, task string, cfg moduletools.ClassConfig) (*generativemodels.GenerateResponse, error) Generate(ctx context.Context, cfg moduletools.ClassConfig, prompt string) (*generativemodels.GenerateResponse, error) MetaInfo() (map[string]interface{}, error) } func (m *GenerativeOpenAIModule) Name() string { return Name } func (m *GenerativeOpenAIModule) Type() modulecapabilities.ModuleType { return modulecapabilities.Text2TextGenerative } func (m *GenerativeOpenAIModule) 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 q/a") } return nil } func (m *GenerativeOpenAIModule) initAdditional(ctx context.Context, timeout time.Duration, logger logrus.FieldLogger, ) error { openAIApiKey := os.Getenv("OPENAI_APIKEY") openAIOrganization := os.Getenv("OPENAI_ORGANIZATION") azureApiKey := os.Getenv("AZURE_APIKEY") client := clients.New(openAIApiKey, openAIOrganization, azureApiKey, timeout, logger) m.generative = client m.additionalPropertiesProvider = additionalprovider.NewGenerativeProvider(m.generative) return nil } func (m *GenerativeOpenAIModule) MetaInfo() (map[string]interface{}, error) { return m.generative.MetaInfo() } func (m *GenerativeOpenAIModule) RootHandler() http.Handler { // TODO: remove once this is a capability interface return nil } func (m *GenerativeOpenAIModule) 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()) )