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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package aggregate
import (
"fmt"
"os"
"github.com/tailor-inc/graphql"
"github.com/weaviate/weaviate/entities/models"
)
func hybridArgument(classObject *graphql.Object,
class *models.Class, modulesProvider ModulesProvider,
) *graphql.ArgumentConfig {
prefix := fmt.Sprintf("AggregateObjects%s", class.Class)
return &graphql.ArgumentConfig{
Type: graphql.NewInputObject(
graphql.InputObjectConfig{
Name: fmt.Sprintf("%sHybridInpObj", prefix),
Fields: hybridOperands(classObject, class, modulesProvider),
Description: "Hybrid search",
},
),
}
}
func hybridOperands(classObject *graphql.Object,
class *models.Class, modulesProvider ModulesProvider,
) graphql.InputObjectConfigFieldMap {
ss := graphql.NewInputObject(graphql.InputObjectConfig{
Name: class.Class + "HybridSubSearch",
Fields: hybridSubSearch(classObject, class, modulesProvider),
})
fieldMap := graphql.InputObjectConfigFieldMap{
"query": &graphql.InputObjectFieldConfig{
Description: "Query string",
Type: graphql.String,
},
"alpha": &graphql.InputObjectFieldConfig{
Description: "Search weight",
Type: graphql.Float,
},
"vector": &graphql.InputObjectFieldConfig{
Description: "Vector search",
Type: graphql.NewList(graphql.Float),
},
}
if os.Getenv("ENABLE_EXPERIMENTAL_HYBRID_OPERANDS") != "" {
fieldMap["operands"] = &graphql.InputObjectFieldConfig{
Description: "Subsearch list",
Type: graphql.NewList(ss),
}
}
return fieldMap
}
func hybridSubSearch(classObject *graphql.Object,
class *models.Class, modulesProvider ModulesProvider,
) graphql.InputObjectConfigFieldMap {
prefixName := class.Class + "SubSearch"
return graphql.InputObjectConfigFieldMap{
"weight": &graphql.InputObjectFieldConfig{
Description: "weight, 0 to 1",
Type: graphql.Float,
},
"sparseSearch": &graphql.InputObjectFieldConfig{
Description: "Sparse Search",
Type: graphql.NewInputObject(
graphql.InputObjectConfig{
Name: fmt.Sprintf("%sHybridAggregateBM25InpObj", prefixName),
Fields: bm25Fields(prefixName),
Description: "BM25f search",
},
),
},
}
}
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