/* * Copyright 2025 coze-dev Authors * * Licensed 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 wrap import ( "context" "fmt" "github.com/cloudwego/eino/components/embedding" contract "github.com/coze-dev/coze-studio/backend/infra/contract/embedding" "github.com/coze-dev/coze-studio/backend/pkg/lang/slices" ) type denseOnlyWrap struct { dims int64 embedding.Embedder } func (d denseOnlyWrap) EmbedStrings(ctx context.Context, texts []string, opts ...embedding.Option) ([][]float64, error) { resp := make([][]float64, 0, len(texts)) for _, part := range slices.Chunks(texts, 100) { partResult, err := d.Embedder.EmbedStrings(ctx, part, opts...) if err != nil { return nil, err } resp = append(resp, partResult...) } return resp, nil } func (d denseOnlyWrap) EmbedStringsHybrid(ctx context.Context, texts []string, opts ...embedding.Option) ([][]float64, []map[int]float64, error) { return nil, nil, fmt.Errorf("[denseOnlyWrap] EmbedStringsHybrid not support") } func (d denseOnlyWrap) Dimensions() int64 { return d.dims } func (d denseOnlyWrap) SupportStatus() contract.SupportStatus { return contract.SupportDense }