/* * 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 knowledge import ( "context" "errors" "fmt" "net/url" "path/filepath" "strings" "github.com/spf13/cast" "github.com/coze-dev/coze-studio/backend/api/model/crossdomain/knowledge" crossknowledge "github.com/coze-dev/coze-studio/backend/crossdomain/contract/knowledge" "github.com/coze-dev/coze-studio/backend/domain/workflow/entity" "github.com/coze-dev/coze-studio/backend/domain/workflow/entity/vo" "github.com/coze-dev/coze-studio/backend/domain/workflow/internal/canvas/convert" "github.com/coze-dev/coze-studio/backend/domain/workflow/internal/nodes" "github.com/coze-dev/coze-studio/backend/domain/workflow/internal/schema" "github.com/coze-dev/coze-studio/backend/infra/contract/document/parser" ) type IndexerConfig struct { KnowledgeID int64 ParsingStrategy *knowledge.ParsingStrategy ChunkingStrategy *knowledge.ChunkingStrategy } func (i *IndexerConfig) Adapt(_ context.Context, n *vo.Node, _ ...nodes.AdaptOption) (*schema.NodeSchema, error) { ns := &schema.NodeSchema{ Key: vo.NodeKey(n.ID), Type: entity.NodeTypeKnowledgeIndexer, Name: n.Data.Meta.Title, Configs: i, } inputs := n.Data.Inputs datasetListInfoParam := inputs.DatasetParam[0] datasetIDs := datasetListInfoParam.Input.Value.Content.([]any) if len(datasetIDs) == 0 { return nil, fmt.Errorf("dataset ids is required") } knowledgeID, err := cast.ToInt64E(datasetIDs[0]) if err != nil { return nil, err } i.KnowledgeID = knowledgeID ps := inputs.StrategyParam.ParsingStrategy parseMode, err := convertParsingType(ps.ParsingType) if err != nil { return nil, err } parsingStrategy := &knowledge.ParsingStrategy{ ParseMode: parseMode, ImageOCR: ps.ImageOcr, ExtractImage: ps.ImageExtraction, ExtractTable: ps.TableExtraction, } i.ParsingStrategy = parsingStrategy cs := inputs.StrategyParam.ChunkStrategy chunkType, err := convertChunkType(cs.ChunkType) if err != nil { return nil, err } chunkingStrategy := &knowledge.ChunkingStrategy{ ChunkType: chunkType, Separator: cs.Separator, ChunkSize: cs.MaxToken, Overlap: int64(cs.Overlap * float64(cs.MaxToken)), } i.ChunkingStrategy = chunkingStrategy if err = convert.SetInputsForNodeSchema(n, ns); err != nil { return nil, err } if err = convert.SetOutputTypesForNodeSchema(n, ns); err != nil { return nil, err } return ns, nil } func (i *IndexerConfig) Build(_ context.Context, _ *schema.NodeSchema, _ ...schema.BuildOption) (any, error) { if i.ParsingStrategy == nil { return nil, errors.New("parsing strategy is required") } if i.ChunkingStrategy == nil { return nil, errors.New("chunking strategy is required") } return &Indexer{ knowledgeID: i.KnowledgeID, parsingStrategy: i.ParsingStrategy, chunkingStrategy: i.ChunkingStrategy, }, nil } type Indexer struct { knowledgeID int64 parsingStrategy *knowledge.ParsingStrategy chunkingStrategy *knowledge.ChunkingStrategy } func (k *Indexer) Invoke(ctx context.Context, input map[string]any) (map[string]any, error) { fileURL, ok := input["knowledge"].(string) if !ok { return nil, errors.New("knowledge is required") } fileName, ext, err := parseToFileNameAndFileExtension(fileURL) if err != nil { return nil, err } req := &knowledge.CreateDocumentRequest{ KnowledgeID: k.knowledgeID, ParsingStrategy: k.parsingStrategy, ChunkingStrategy: k.chunkingStrategy, FileURL: fileURL, FileName: fileName, FileExtension: ext, } response, err := crossknowledge.DefaultSVC().Store(ctx, req) if err != nil { return nil, err } result := make(map[string]any) result["documentId"] = response.DocumentID result["fileName"] = response.FileName result["fileUrl"] = response.FileURL return result, nil } func parseToFileNameAndFileExtension(fileURL string) (string, parser.FileExtension, error) { u, err := url.Parse(fileURL) if err != nil { return "", "", err } fileName := u.Query().Get("x-wf-file_name") if len(fileName) == 0 { return "", "", errors.New("file name is required") } fileExt := strings.ToLower(strings.TrimPrefix(filepath.Ext(fileName), ".")) ext, support := parser.ValidateFileExtension(fileExt) if !support { return "", "", fmt.Errorf("unsupported file type: %s", fileExt) } return fileName, ext, nil }