92 lines
2.3 KiB
TypeScript

import type { NodeDefault } from '../../types'
import type { KnowledgeBaseNodeType } from './types'
import { genNodeMetaData } from '@/app/components/workflow/utils'
import { BlockEnum } from '@/app/components/workflow/types'
import { IndexingType } from '@/app/components/datasets/create/step-two'
const metaData = genNodeMetaData({
sort: 3.1,
type: BlockEnum.KnowledgeBase,
isRequired: true,
isUndeletable: true,
isSingleton: true,
isTypeFixed: true,
})
const nodeDefault: NodeDefault<KnowledgeBaseNodeType> = {
metaData,
defaultValue: {
index_chunk_variable_selector: [],
keyword_number: 10,
retrieval_model: {
top_k: 3,
score_threshold_enabled: false,
score_threshold: 0.5,
},
},
checkValid(payload, t) {
const {
chunk_structure,
indexing_technique,
retrieval_model,
embedding_model,
embedding_model_provider,
index_chunk_variable_selector,
} = payload
const {
search_method,
reranking_enable,
reranking_model,
} = retrieval_model || {}
if (!chunk_structure) {
return {
isValid: false,
errorMessage: t('workflow.nodes.knowledgeBase.chunkIsRequired'),
}
}
if (index_chunk_variable_selector.length === 0) {
return {
isValid: false,
errorMessage: t('workflow.nodes.knowledgeBase.chunksVariableIsRequired'),
}
}
if (!indexing_technique) {
return {
isValid: false,
errorMessage: t('workflow.nodes.knowledgeBase.indexMethodIsRequired'),
}
}
if (indexing_technique === IndexingType.QUALIFIED && (!embedding_model || !embedding_model_provider)) {
return {
isValid: false,
errorMessage: t('workflow.nodes.knowledgeBase.embeddingModelIsRequired'),
}
}
if (!retrieval_model || !search_method) {
return {
isValid: false,
errorMessage: t('workflow.nodes.knowledgeBase.retrievalSettingIsRequired'),
}
}
if (reranking_enable && (!reranking_model || !reranking_model.reranking_provider_name || !reranking_model.reranking_model_name)) {
return {
isValid: false,
errorMessage: t('workflow.nodes.knowledgeBase.rerankingModelIsRequired'),
}
}
return {
isValid: true,
errorMessage: '',
}
},
}
export default nodeDefault