feat: knowledge pipeline (#25360)
Signed-off-by: -LAN- <laipz8200@outlook.com> Co-authored-by: twwu <twwu@dify.ai> Co-authored-by: crazywoola <100913391+crazywoola@users.noreply.github.com> Co-authored-by: jyong <718720800@qq.com> Co-authored-by: Wu Tianwei <30284043+WTW0313@users.noreply.github.com> Co-authored-by: QuantumGhost <obelisk.reg+git@gmail.com> Co-authored-by: lyzno1 <yuanyouhuilyz@gmail.com> Co-authored-by: quicksand <quicksandzn@gmail.com> Co-authored-by: Jyong <76649700+JohnJyong@users.noreply.github.com> Co-authored-by: lyzno1 <92089059+lyzno1@users.noreply.github.com> Co-authored-by: zxhlyh <jasonapring2015@outlook.com> Co-authored-by: Yongtao Huang <yongtaoh2022@gmail.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Joel <iamjoel007@gmail.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: nite-knite <nkCoding@gmail.com> Co-authored-by: Hanqing Zhao <sherry9277@gmail.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Harry <xh001x@hotmail.com>
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115
web/app/components/rag-pipeline/hooks/use-pipeline.tsx
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115
web/app/components/rag-pipeline/hooks/use-pipeline.tsx
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import { useCallback } from 'react'
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import { getOutgoers, useStoreApi } from 'reactflow'
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import { BlockEnum, type Node, type ValueSelector } from '../../workflow/types'
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import { uniqBy } from 'lodash-es'
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import { findUsedVarNodes, updateNodeVars } from '../../workflow/nodes/_base/components/variable/utils'
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import type { DataSourceNodeType } from '../../workflow/nodes/data-source/types'
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export const usePipeline = () => {
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const store = useStoreApi()
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const getAllDatasourceNodes = useCallback(() => {
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const {
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getNodes,
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} = store.getState()
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const nodes = getNodes() as Node<DataSourceNodeType>[]
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const datasourceNodes = nodes.filter(node => node.data.type === BlockEnum.DataSource)
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return datasourceNodes
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}, [store])
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const getAllNodesInSameBranch = useCallback((nodeId: string) => {
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const {
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getNodes,
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edges,
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} = store.getState()
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const nodes = getNodes()
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const list: Node[] = []
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const traverse = (root: Node, callback: (node: Node) => void) => {
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if (root) {
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const outgoers = getOutgoers(root, nodes, edges)
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if (outgoers.length) {
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outgoers.forEach((node) => {
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callback(node)
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traverse(node, callback)
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})
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}
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}
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}
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if (nodeId === 'shared') {
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const allDatasourceNodes = getAllDatasourceNodes()
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if (allDatasourceNodes.length === 0)
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return []
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list.push(...allDatasourceNodes)
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allDatasourceNodes.forEach((node) => {
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traverse(node, (childNode) => {
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list.push(childNode)
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})
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})
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}
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else {
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const currentNode = nodes.find(node => node.id === nodeId)!
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if (!currentNode)
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return []
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list.push(currentNode)
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traverse(currentNode, (node) => {
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list.push(node)
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})
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}
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return uniqBy(list, 'id')
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}, [getAllDatasourceNodes, store])
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const isVarUsedInNodes = useCallback((varSelector: ValueSelector) => {
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const nodeId = varSelector[1] // Assuming the first element is always 'VARIABLE_PREFIX'(rag)
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const afterNodes = getAllNodesInSameBranch(nodeId)
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const effectNodes = findUsedVarNodes(varSelector, afterNodes)
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return effectNodes.length > 0
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}, [getAllNodesInSameBranch])
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const handleInputVarRename = useCallback((nodeId: string, oldValeSelector: ValueSelector, newVarSelector: ValueSelector) => {
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const { getNodes, setNodes } = store.getState()
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const afterNodes = getAllNodesInSameBranch(nodeId)
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const effectNodes = findUsedVarNodes(oldValeSelector, afterNodes)
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if (effectNodes.length > 0) {
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const newNodes = getNodes().map((node) => {
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if (effectNodes.find(n => n.id === node.id))
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return updateNodeVars(node, oldValeSelector, newVarSelector)
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return node
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})
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setNodes(newNodes)
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}
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}, [getAllNodesInSameBranch, store])
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const removeUsedVarInNodes = useCallback((varSelector: ValueSelector) => {
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const nodeId = varSelector[1] // Assuming the first element is always 'VARIABLE_PREFIX'(rag)
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const { getNodes, setNodes } = store.getState()
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const afterNodes = getAllNodesInSameBranch(nodeId)
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const effectNodes = findUsedVarNodes(varSelector, afterNodes)
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if (effectNodes.length > 0) {
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const newNodes = getNodes().map((node) => {
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if (effectNodes.find(n => n.id === node.id))
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return updateNodeVars(node, varSelector, [])
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return node
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})
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setNodes(newNodes)
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}
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}, [getAllNodesInSameBranch, store])
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return {
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handleInputVarRename,
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isVarUsedInNodes,
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removeUsedVarInNodes,
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}
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}
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