import type { Var } from '../../types' import { BlockEnum, EditionType, VarType } from '../../types' import { type NodeDefault, type PromptItem, PromptRole } from '../../types' import { getNotExistVariablesByArray, getNotExistVariablesByText } from '../../utils/workflow' import type { LLMNodeType } from './types' import { ALL_CHAT_AVAILABLE_BLOCKS, ALL_COMPLETION_AVAILABLE_BLOCKS } from '@/app/components/workflow/blocks' const i18nPrefix = 'workflow.errorMsg' const nodeDefault: NodeDefault = { defaultValue: { model: { provider: '', name: '', mode: 'chat', completion_params: { temperature: 0.7, }, }, prompt_template: [{ role: PromptRole.system, text: '', }], context: { enabled: false, variable_selector: [], }, vision: { enabled: false, }, }, getAvailablePrevNodes(isChatMode: boolean) { const nodes = isChatMode ? ALL_CHAT_AVAILABLE_BLOCKS : ALL_COMPLETION_AVAILABLE_BLOCKS.filter(type => type !== BlockEnum.End) return nodes }, getAvailableNextNodes(isChatMode: boolean) { const nodes = isChatMode ? ALL_CHAT_AVAILABLE_BLOCKS : ALL_COMPLETION_AVAILABLE_BLOCKS return nodes }, checkValid(payload: LLMNodeType, t: any) { let errorMessages = '' if (!errorMessages && !payload.model.provider) errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t(`${i18nPrefix}.fields.model`) }) if (!errorMessages && !payload.memory) { const isChatModel = payload.model.mode === 'chat' const isPromptEmpty = isChatModel ? !(payload.prompt_template as PromptItem[]).some((t) => { if (t.edition_type === EditionType.jinja2) return t.jinja2_text !== '' return t.text !== '' }) : ((payload.prompt_template as PromptItem).edition_type === EditionType.jinja2 ? (payload.prompt_template as PromptItem).jinja2_text === '' : (payload.prompt_template as PromptItem).text === '') if (isPromptEmpty) errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t('workflow.nodes.llm.prompt') }) } if (!errorMessages && !!payload.memory) { const isChatModel = payload.model.mode === 'chat' // payload.memory.query_prompt_template not pass is default: {{#sys.query#}} if (isChatModel && !!payload.memory.query_prompt_template && !payload.memory.query_prompt_template.includes('{{#sys.query#}}')) errorMessages = t('workflow.nodes.llm.sysQueryInUser') } if (!errorMessages) { const isChatModel = payload.model.mode === 'chat' const isShowVars = (() => { if (isChatModel) return (payload.prompt_template as PromptItem[]).some(item => item.edition_type === EditionType.jinja2) return (payload.prompt_template as PromptItem).edition_type === EditionType.jinja2 })() if (isShowVars && payload.prompt_config?.jinja2_variables) { payload.prompt_config?.jinja2_variables.forEach((i) => { if (!errorMessages && !i.variable) errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t(`${i18nPrefix}.fields.variable`) }) if (!errorMessages && !i.value_selector.length) errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t(`${i18nPrefix}.fields.variableValue`) }) }) } } if (!errorMessages && payload.vision?.enabled && !payload.vision.configs?.variable_selector?.length) errorMessages = t(`${i18nPrefix}.fieldRequired`, { field: t(`${i18nPrefix}.fields.visionVariable`) }) return { isValid: !errorMessages, errorMessage: errorMessages, } }, checkVarValid(payload: LLMNodeType, varMap: Record, t: any) { const errorMessageArr = [] const prompt_templates_warnings: string[] = [] if (payload.context?.enabled && payload.context?.variable_selector?.length) { const context_variable_selector_warnings = getNotExistVariablesByArray([payload.context.variable_selector], varMap) if (context_variable_selector_warnings.length) errorMessageArr.push(`${t('workflow.nodes.llm.context')} ${t('workflow.common.referenceVar')}${context_variable_selector_warnings.join('、')}${t('workflow.common.noExist')}`) } const prompt_templates = Array.isArray(payload.prompt_template) ? payload.prompt_template : [payload.prompt_template] as PromptItem[] prompt_templates.forEach((v) => { prompt_templates_warnings.push(...getNotExistVariablesByText(v.text, { context: { variable: 'context', type: VarType.string }, ...varMap })) }) if (prompt_templates_warnings.length) errorMessageArr.push(`${t('workflow.nodes.llm.prompt')} ${t('workflow.common.referenceVar')}${prompt_templates_warnings.join('、')}${t('workflow.common.noExist')}`) const memory_query_prompt_template_warnings = getNotExistVariablesByText(payload.memory?.query_prompt_template || '', varMap) if (memory_query_prompt_template_warnings.length) errorMessageArr.push(`${t('workflow.nodes.common.memories.title')}USER ${t('workflow.common.referenceVar')}${memory_query_prompt_template_warnings.join('、')}${t('workflow.common.noExist')}`) if (payload.vision?.enabled && payload.vision?.configs?.variable_selector?.length) { const vision_variable_selector_warnings = getNotExistVariablesByArray([payload.vision.configs.variable_selector], varMap) if (vision_variable_selector_warnings.length) errorMessageArr.push(`${t('workflow.nodes.llm.vision')} ${t('workflow.common.referenceVar')}${vision_variable_selector_warnings.join('、')}${t('workflow.common.noExist')}`) } return { isValid: true, warning_vars: [...prompt_templates_warnings, ...memory_query_prompt_template_warnings], errorMessage: errorMessageArr, } }, } export default nodeDefault