refactor: how to add a node type in workflow (#558)
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@@ -24,7 +24,14 @@ import (
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"path/filepath"
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"strings"
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"github.com/spf13/cast"
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"github.com/coze-dev/coze-studio/backend/domain/workflow/crossdomain/knowledge"
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"github.com/coze-dev/coze-studio/backend/domain/workflow/entity"
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"github.com/coze-dev/coze-studio/backend/domain/workflow/entity/vo"
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"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/canvas/convert"
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"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/nodes"
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"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/schema"
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"github.com/coze-dev/coze-studio/backend/infra/contract/document/parser"
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)
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@@ -32,30 +39,88 @@ type IndexerConfig struct {
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KnowledgeID int64
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ParsingStrategy *knowledge.ParsingStrategy
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ChunkingStrategy *knowledge.ChunkingStrategy
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KnowledgeIndexer knowledge.KnowledgeOperator
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}
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type KnowledgeIndexer struct {
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config *IndexerConfig
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func (i *IndexerConfig) Adapt(_ context.Context, n *vo.Node, _ ...nodes.AdaptOption) (*schema.NodeSchema, error) {
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ns := &schema.NodeSchema{
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Key: vo.NodeKey(n.ID),
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Type: entity.NodeTypeKnowledgeIndexer,
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Name: n.Data.Meta.Title,
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Configs: i,
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}
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inputs := n.Data.Inputs
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datasetListInfoParam := inputs.DatasetParam[0]
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datasetIDs := datasetListInfoParam.Input.Value.Content.([]any)
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if len(datasetIDs) == 0 {
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return nil, fmt.Errorf("dataset ids is required")
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}
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knowledgeID, err := cast.ToInt64E(datasetIDs[0])
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if err != nil {
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return nil, err
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}
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i.KnowledgeID = knowledgeID
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ps := inputs.StrategyParam.ParsingStrategy
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parseMode, err := convertParsingType(ps.ParsingType)
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if err != nil {
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return nil, err
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}
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parsingStrategy := &knowledge.ParsingStrategy{
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ParseMode: parseMode,
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ImageOCR: ps.ImageOcr,
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ExtractImage: ps.ImageExtraction,
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ExtractTable: ps.TableExtraction,
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}
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i.ParsingStrategy = parsingStrategy
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cs := inputs.StrategyParam.ChunkStrategy
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chunkType, err := convertChunkType(cs.ChunkType)
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if err != nil {
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return nil, err
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}
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chunkingStrategy := &knowledge.ChunkingStrategy{
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ChunkType: chunkType,
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Separator: cs.Separator,
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ChunkSize: cs.MaxToken,
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Overlap: int64(cs.Overlap * float64(cs.MaxToken)),
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}
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i.ChunkingStrategy = chunkingStrategy
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if err = convert.SetInputsForNodeSchema(n, ns); err != nil {
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return nil, err
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}
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if err = convert.SetOutputTypesForNodeSchema(n, ns); err != nil {
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return nil, err
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}
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return ns, nil
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}
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func NewKnowledgeIndexer(_ context.Context, cfg *IndexerConfig) (*KnowledgeIndexer, error) {
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if cfg.ParsingStrategy == nil {
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func (i *IndexerConfig) Build(_ context.Context, _ *schema.NodeSchema, _ ...schema.BuildOption) (any, error) {
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if i.ParsingStrategy == nil {
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return nil, errors.New("parsing strategy is required")
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}
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if cfg.ChunkingStrategy == nil {
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if i.ChunkingStrategy == nil {
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return nil, errors.New("chunking strategy is required")
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}
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if cfg.KnowledgeIndexer == nil {
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return nil, errors.New("knowledge indexer is required")
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}
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return &KnowledgeIndexer{
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config: cfg,
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return &Indexer{
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knowledgeID: i.KnowledgeID,
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parsingStrategy: i.ParsingStrategy,
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chunkingStrategy: i.ChunkingStrategy,
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knowledgeIndexer: knowledge.GetKnowledgeOperator(),
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}, nil
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}
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func (k *KnowledgeIndexer) Store(ctx context.Context, input map[string]any) (map[string]any, error) {
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type Indexer struct {
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knowledgeID int64
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parsingStrategy *knowledge.ParsingStrategy
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chunkingStrategy *knowledge.ChunkingStrategy
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knowledgeIndexer knowledge.KnowledgeOperator
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}
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func (k *Indexer) Invoke(ctx context.Context, input map[string]any) (map[string]any, error) {
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fileURL, ok := input["knowledge"].(string)
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if !ok {
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return nil, errors.New("knowledge is required")
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@@ -68,15 +133,15 @@ func (k *KnowledgeIndexer) Store(ctx context.Context, input map[string]any) (map
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}
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req := &knowledge.CreateDocumentRequest{
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KnowledgeID: k.config.KnowledgeID,
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ParsingStrategy: k.config.ParsingStrategy,
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ChunkingStrategy: k.config.ChunkingStrategy,
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KnowledgeID: k.knowledgeID,
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ParsingStrategy: k.parsingStrategy,
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ChunkingStrategy: k.chunkingStrategy,
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FileURL: fileURL,
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FileName: fileName,
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FileExtension: ext,
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}
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response, err := k.config.KnowledgeIndexer.Store(ctx, req)
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response, err := k.knowledgeIndexer.Store(ctx, req)
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if err != nil {
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return nil, err
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}
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