/* * # Licensed to the LF AI & Data foundation under one * # or more contributor license agreements. See the NOTICE file * # distributed with this work for additional information * # regarding copyright ownership. The ASF licenses this file * # to you under the Apache License, Version 2.0 (the * # "License"); you may not use this file except in compliance * # with the License. You may obtain a copy of the License at * # * # http://www.apache.org/licenses/LICENSE-2.0 * # * # Unless required by applicable law or agreed to in writing, software * # distributed under the License is distributed on an "AS IS" BASIS, * # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * # See the License for the specific language governing permissions and * # limitations under the License. */ package rerank import ( "context" "strings" "github.com/milvus-io/milvus-proto/go-api/v2/commonpb" "github.com/milvus-io/milvus/internal/util/function/models" "github.com/milvus-io/milvus/internal/util/function/models/zilliz" ) type zillzProvider struct { baseProvider client *zilliz.ZillizClient params map[string]string } func newZillizProvider(params []*commonpb.KeyValuePair, conf map[string]string, extraInfo *models.ModelExtraInfo) (modelProvider, error) { var modelDeploymentID string var err error maxBatch := 64 modelParams := map[string]string{} for _, param := range params { switch strings.ToLower(param.Key) { case models.ModelDeploymentIDKey: modelDeploymentID = param.Value case models.MaxClientBatchSizeParamKey: if maxBatch, err = parseMaxBatch(param.Value); err != nil { return nil, err } default: modelParams[param.Key] = param.Value } } c, err := zilliz.NewZilliClient(modelDeploymentID, extraInfo.ClusterID, extraInfo.DBName, conf) if err != nil { return nil, err } provider := zillzProvider{ baseProvider: baseProvider{batchSize: maxBatch}, client: c, params: modelParams, } return &provider, nil } func (provider *zillzProvider) rerank(ctx context.Context, query string, docs []string) ([]float32, error) { return provider.client.Rerank(ctx, query, docs, provider.params) }