dify/web/app/components/workflow/nodes/question-classifier/use-config.ts

258 lines
8.1 KiB
TypeScript

import type { Memory, ValueSelector, Var } from '../../types'
import type { QuestionClassifierNodeType, Topic } from './types'
import { produce } from 'immer'
import { startTransition, useCallback, useEffect, useRef } from 'react'
import { useUpdateNodeInternals } from 'reactflow'
import { checkHasQueryBlock } from '@/app/components/base/prompt-editor/constants'
import { ModelTypeEnum } from '@/app/components/header/account-setting/model-provider-page/declarations'
import { useModelListAndDefaultModelAndCurrentProviderAndModel } from '@/app/components/header/account-setting/model-provider-page/hooks'
import useNodeCrud from '@/app/components/workflow/nodes/_base/hooks/use-node-crud'
import { AppModeEnum } from '@/types/app'
import {
useIsChatMode,
useNodesReadOnly,
useWorkflow,
} from '../../hooks'
import useConfigVision from '../../hooks/use-config-vision'
import { useStore } from '../../store'
import { BlockEnum, VarType } from '../../types'
import useAvailableVarList from '../_base/hooks/use-available-var-list'
const useConfig = (id: string, payload: QuestionClassifierNodeType) => {
const updateNodeInternals = useUpdateNodeInternals()
const { nodesReadOnly: readOnly } = useNodesReadOnly()
const isChatMode = useIsChatMode()
const defaultConfig = useStore(s => s.nodesDefaultConfigs)?.[payload.type]
const { getBeforeNodesInSameBranch } = useWorkflow()
const startNode = getBeforeNodesInSameBranch(id).find(node => node.data.type === BlockEnum.Start)
const startNodeId = startNode?.id
const { inputs, setInputs: doSetInputs } = useNodeCrud<QuestionClassifierNodeType>(id, payload)
const inputRef = useRef(inputs)
const setInputs = useCallback((newInputs: QuestionClassifierNodeType) => {
doSetInputs(newInputs)
inputRef.current = newInputs
}, [doSetInputs])
useEffect(() => {
inputRef.current = inputs
}, [inputs])
const isHandlingModelChangeRef = useRef(false)
const {
currentProvider,
currentModel,
} = useModelListAndDefaultModelAndCurrentProviderAndModel(ModelTypeEnum.textGeneration)
const model = inputs.model
const modelMode = inputs.model?.mode
const isChatModel = modelMode === AppModeEnum.CHAT
const handleVisionChange = useCallback((newPayload: QuestionClassifierNodeType['vision']) => {
const newInputs = produce(inputRef.current, (draft) => {
draft.vision = newPayload
})
setInputs(newInputs)
}, [setInputs])
const {
isVisionModel,
handleVisionResolutionEnabledChange,
handleVisionResolutionChange,
handleModelChanged: handleVisionConfigAfterModelChanged,
} = useConfigVision(model, {
payload: inputs.vision,
onChange: handleVisionChange,
})
const handleModelChanged = useCallback((model: { provider: string, modelId: string, mode?: string }) => {
const newInputs = produce(inputRef.current, (draft) => {
draft.model.provider = model.provider
draft.model.name = model.modelId
draft.model.mode = model.mode!
})
isHandlingModelChangeRef.current = true
setInputs(newInputs)
}, [setInputs])
useEffect(() => {
if (currentProvider?.provider && currentModel?.model && !model.provider) {
startTransition(() => {
handleModelChanged({
provider: currentProvider?.provider,
modelId: currentModel?.model,
mode: currentModel?.model_properties?.mode as string | undefined,
})
})
}
}, [model.provider, currentProvider, currentModel, handleModelChanged])
const handleCompletionParamsChange = useCallback((newParams: Record<string, unknown>) => {
const newInputs = produce(inputs, (draft) => {
draft.model.completion_params = newParams
})
setInputs(newInputs)
}, [inputs, setInputs])
// change to vision model to set vision enabled, else disabled
useEffect(() => {
if (!isHandlingModelChangeRef.current)
return
isHandlingModelChangeRef.current = false
startTransition(() => {
handleVisionConfigAfterModelChanged()
})
}, [handleVisionConfigAfterModelChanged, isVisionModel])
const handleQueryVarChange = useCallback((newVar: ValueSelector | string) => {
const newInputs = produce(inputs, (draft) => {
draft.query_variable_selector = newVar as ValueSelector
})
setInputs(newInputs)
}, [inputs, setInputs])
useEffect(() => {
const isReady = defaultConfig && Object.keys(defaultConfig).length > 0
if (!isReady)
return
const currentInputs = inputRef.current
let shouldUpdate = false
const nextInputs = produce(currentInputs, (draft) => {
if (!draft.model)
draft.model = defaultConfig.model
if (!draft.classes)
draft.classes = defaultConfig.classes
if (!draft._targetBranches)
draft._targetBranches = defaultConfig._targetBranches
if (!draft.vision)
draft.vision = defaultConfig.vision
if (draft.query_variable_selector.length === 0 && isChatMode && startNodeId) {
draft.query_variable_selector = [startNodeId, 'sys.query']
shouldUpdate = true
}
if (!currentInputs.model && defaultConfig.model)
shouldUpdate = true
if (!currentInputs.classes && defaultConfig.classes)
shouldUpdate = true
if (!currentInputs._targetBranches && defaultConfig._targetBranches)
shouldUpdate = true
if (!currentInputs.vision && defaultConfig.vision)
shouldUpdate = true
})
if (!shouldUpdate)
return
startTransition(() => {
setInputs(nextInputs)
})
}, [defaultConfig, isChatMode, setInputs, startNodeId])
const handleClassesChange = useCallback((newClasses: Topic[]) => {
const newInputs = produce(inputs, (draft) => {
draft.classes = newClasses
draft._targetBranches = newClasses.map((item: Topic) => ({
id: item.id,
name: item.name,
}))
})
setInputs(newInputs)
}, [inputs, setInputs])
const filterInputVar = useCallback((varPayload: Var) => {
return [VarType.number, VarType.string].includes(varPayload.type)
}, [])
const filterVisionInputVar = useCallback((varPayload: Var) => {
return [VarType.file, VarType.arrayFile].includes(varPayload.type)
}, [])
const {
availableVars,
availableNodesWithParent,
} = useAvailableVarList(id, {
onlyLeafNodeVar: false,
filterVar: filterInputVar,
})
const {
availableVars: availableVisionVars,
} = useAvailableVarList(id, {
onlyLeafNodeVar: false,
filterVar: filterVisionInputVar,
})
const hasSetBlockStatus = {
history: false,
query: isChatMode ? checkHasQueryBlock(inputs.instruction) : false,
context: false,
}
const handleInstructionChange = useCallback((instruction: string) => {
const newInputs = produce(inputs, (draft) => {
draft.instruction = instruction
})
setInputs(newInputs)
}, [inputs, setInputs])
const handleMemoryChange = useCallback((memory?: Memory) => {
const newInputs = produce(inputs, (draft) => {
draft.memory = memory
})
setInputs(newInputs)
}, [inputs, setInputs])
const filterVar = useCallback((varPayload: Var) => {
return varPayload.type === VarType.string
}, [])
const handleSortTopic = useCallback((newTopics: (Topic & { id: string })[]) => {
const newInputs = produce(inputs, (draft) => {
const sortedTopics = newTopics.filter(Boolean)
draft.classes = sortedTopics.map(item => ({
id: item.id,
name: item.name,
label: item.label,
}))
draft._targetBranches = sortedTopics.map(item => ({
id: item.id,
name: item.name,
}))
})
setInputs(newInputs)
updateNodeInternals(id)
}, [id, inputs, setInputs, updateNodeInternals])
return {
readOnly,
inputs,
handleModelChanged,
isChatMode,
isChatModel,
handleCompletionParamsChange,
handleQueryVarChange,
filterVar,
handleTopicsChange: handleClassesChange,
hasSetBlockStatus,
availableVars,
availableNodesWithParent,
availableVisionVars,
handleInstructionChange,
handleMemoryChange,
isVisionModel,
handleVisionResolutionEnabledChange,
handleVisionResolutionChange,
handleSortTopic,
}
}
export default useConfig