// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2024 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package ask import ( "context" "github.com/weaviate/weaviate/entities/modulecapabilities" "github.com/weaviate/weaviate/entities/moduletools" ) type vectorFromAskParam struct { nearTextDep modulecapabilities.Dependency } func (s *vectorFromAskParam) vectorForAskParamFn(ctx context.Context, params interface{}, className string, findVectorFn modulecapabilities.FindVectorFn, cfg moduletools.ClassConfig, ) ([]float32, error) { return s.vectorFromAskParam(ctx, params.(*AskParams), className, findVectorFn, cfg) } func (s *vectorFromAskParam) vectorFromAskParam(ctx context.Context, params *AskParams, className string, findVectorFn modulecapabilities.FindVectorFn, cfg moduletools.ClassConfig, ) ([]float32, error) { arg := s.nearTextDep.GraphQLArgument() rawNearTextParam := map[string]interface{}{} rawNearTextParam["concepts"] = []interface{}{params.Question} nearTextParam := arg.ExtractFunction(rawNearTextParam) vectorSearchFn := s.nearTextDep.VectorSearch() return vectorSearchFn(ctx, nearTextParam, className, findVectorFn, cfg) } type Searcher struct { // nearText modules dependencies nearTextDeps []modulecapabilities.Dependency } func NewSearcher(nearTextDeps []modulecapabilities.Dependency) *Searcher { return &Searcher{nearTextDeps} } func (s *Searcher) VectorSearches() map[string]modulecapabilities.ArgumentVectorForParams { vectorSearchers := map[string]modulecapabilities.ArgumentVectorForParams{} for _, nearTextDep := range s.nearTextDeps { vectorSearchers[nearTextDep.ModuleName()] = s.vectorSearches(nearTextDep) } return vectorSearchers } func (s *Searcher) vectorSearches(nearTextDep modulecapabilities.Dependency) map[string]modulecapabilities.VectorForParams { vectorSearches := map[string]modulecapabilities.VectorForParams{} vectorFromAsk := &vectorFromAskParam{nearTextDep} vectorSearches["ask"] = vectorFromAsk.vectorForAskParamFn return vectorSearches }