mirror of
https://github.com/DayuanJiang/next-ai-draw-io.git
synced 2026-09-02 01:20:23 +08:00
[Feature] Add VLM-based diagram validation
Add automatic VLM (Vision Language Model) validation after display_diagram tool execution. The system captures a screenshot of the rendered diagram, sends it to a VLM for visual analysis, and uses feedback to improve diagram quality through the existing retry mechanism. Changes: - Add /api/validate-diagram endpoint for VLM validation - Add diagram-validator.ts for client-side validation orchestration - Add validation-prompts.ts for VLM system prompts - Add ValidationCard component to display validation status in chat - Add PNG capture functionality to diagram context - Integrate validation into tool handlers with retry support (max 3) - Add "Improve with Suggestions" button for manual regeneration - Add settings toggle to enable/disable VLM validation - Add getValidationModel() helper in ai-providers.ts
This commit is contained in:
Jinze Yu
@@ -28,6 +28,8 @@ import {
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import { ChatLobby } from "@/components/chat/ChatLobby"
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import { ToolCallCard } from "@/components/chat/ToolCallCard"
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import type { DiagramOperation, ToolPartLike } from "@/components/chat/types"
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import type { ValidationState } from "@/components/chat/ValidationCard"
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import { ValidationCard } from "@/components/chat/ValidationCard"
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import { ScrollArea } from "@/components/ui/scroll-area"
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import { useDictionary } from "@/hooks/use-dictionary"
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import { getApiEndpoint } from "@/lib/base-path"
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@@ -148,6 +150,8 @@ interface ChatMessageDisplayProps {
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onSelectSession?: (id: string) => void
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onDeleteSession?: (id: string) => void
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loadedMessageIdsRef?: MutableRefObject<Set<string>>
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validationStates?: Record<string, ValidationState>
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onImproveWithSuggestions?: (feedback: string) => void
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}
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export function ChatMessageDisplay({
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@@ -165,6 +169,8 @@ export function ChatMessageDisplay({
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onSelectSession,
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onDeleteSession,
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loadedMessageIdsRef,
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validationStates = {},
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onImproveWithSuggestions,
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}: ChatMessageDisplayProps) {
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const dict = useDictionary()
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const { chartXML, loadDiagram: onDisplayChart } = useDiagram()
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@@ -911,30 +917,59 @@ export function ChatMessageDisplay({
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return groups.map(
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(group, groupIndex) => {
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if (group.type === "tool") {
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const toolPart = group
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.parts[0] as ToolPartLike
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const toolCallId =
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toolPart.toolCallId
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const isDisplayDiagram =
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toolPart.type ===
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"tool-display_diagram"
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const validationState =
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validationStates[
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toolCallId
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]
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return (
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<ToolCallCard
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<div
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key={`${message.id}-tool-${group.startIndex}`}
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part={
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group
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.parts[0] as ToolPartLike
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}
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expandedTools={
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expandedTools
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}
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setExpandedTools={
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setExpandedTools
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}
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onCopy={
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copyMessageToClipboard
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}
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copiedToolCallId={
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copiedToolCallId
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}
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copyFailedToolCallId={
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copyFailedToolCallId
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}
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dict={dict}
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/>
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>
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<ToolCallCard
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part={
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toolPart
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}
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expandedTools={
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expandedTools
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}
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setExpandedTools={
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setExpandedTools
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}
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onCopy={
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copyMessageToClipboard
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}
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copiedToolCallId={
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copiedToolCallId
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}
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copyFailedToolCallId={
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copyFailedToolCallId
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}
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dict={dict}
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/>
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{/* Show validation card for display_diagram tools */}
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{isDisplayDiagram &&
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validationState && (
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<ValidationCard
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state={
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validationState
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}
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dict={
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dict
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}
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onImproveWithSuggestions={
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onImproveWithSuggestions
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}
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/>
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)}
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</div>
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)
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}
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@@ -34,10 +34,12 @@ import { findCachedResponse } from "@/lib/cached-responses"
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import { formatMessage } from "@/lib/i18n/utils"
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import { isPdfFile, isTextFile } from "@/lib/pdf-utils"
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import { sanitizeMessages } from "@/lib/session-storage"
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import { STORAGE_KEYS } from "@/lib/storage"
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import type { UrlData } from "@/lib/url-utils"
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import { type FileData, useFileProcessor } from "@/lib/use-file-processor"
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import { useQuotaManager } from "@/lib/use-quota-manager"
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import { cn, formatXML, isRealDiagram } from "@/lib/utils"
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import type { ValidationState } from "./chat/ValidationCard"
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import { ChatMessageDisplay } from "./chat-message-display"
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import { DevXmlSimulator } from "./dev-xml-simulator"
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@@ -75,7 +77,8 @@ interface ChatPanelProps {
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// Constants for tool states
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const TOOL_ERROR_STATE = "output-error" as const
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const DEBUG = process.env.NODE_ENV === "development"
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const MAX_AUTO_RETRY_COUNT = 1
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// Increased to 3 to support VLM validation retries (matches MAX_VALIDATION_RETRIES)
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const MAX_AUTO_RETRY_COUNT = 3
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const MAX_CONTINUATION_RETRY_COUNT = 2 // Limit for truncation continuation retries
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@@ -120,6 +123,7 @@ export default function ChatPanel({
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latestSvg,
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clearDiagram,
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getThumbnailSvg,
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captureValidationPng,
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diagramHistory,
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setDiagramHistory,
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} = useDiagram()
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@@ -173,6 +177,7 @@ export default function ChatPanel({
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const [dailyTokenLimit, setDailyTokenLimit] = useState(0)
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const [tpmLimit, setTpmLimit] = useState(0)
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const [minimalStyle, setMinimalStyle] = useState(false)
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const [vlmValidationEnabled, setVlmValidationEnabled] = useState(true)
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// Restore input from sessionStorage on mount (when ChatPanel remounts due to key change)
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useEffect(() => {
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@@ -182,6 +187,14 @@ export default function ChatPanel({
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}
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}, [])
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// Load VLM validation setting from localStorage on mount
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useEffect(() => {
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const stored = localStorage.getItem(STORAGE_KEYS.vlmValidationEnabled)
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if (stored !== null) {
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setVlmValidationEnabled(stored === "true")
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}
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}, [])
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// Check config on mount
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useEffect(() => {
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fetch(getApiEndpoint("/api/config"))
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@@ -269,6 +282,43 @@ export default function ChatPanel({
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> | null>(null)
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const LOCAL_STORAGE_DEBOUNCE_MS = 1000 // Save at most once per second
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// Validation state for displaying VLM validation progress
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// Key: toolCallId, Value: ValidationState
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const [validationStates, setValidationStates] = useState<
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Record<string, ValidationState>
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>({})
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// Callback to update validation state from tool handler
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const handleValidationStateChange = useCallback(
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(toolCallId: string, state: ValidationState) => {
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setValidationStates((prev) => ({
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...prev,
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[toolCallId]: state,
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}))
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},
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[],
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)
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// Handler for VLM validation setting change
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const handleVlmValidationChange = useCallback((value: boolean) => {
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setVlmValidationEnabled(value)
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localStorage.setItem(STORAGE_KEYS.vlmValidationEnabled, String(value))
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}, [])
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// Ref to store the sendMessage function for use in callbacks
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const sendMessageRef = useRef<typeof sendMessage | null>(null)
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// Callback to improve diagram with validation suggestions
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const handleImproveWithSuggestions = useCallback((feedback: string) => {
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if (sendMessageRef.current) {
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// Send the feedback as a new user message to trigger regeneration
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sendMessageRef.current({
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role: "user",
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parts: [{ type: "text", text: feedback }],
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})
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}
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}, [])
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// Diagram tool handlers (display_diagram, edit_diagram, append_diagram)
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const { handleToolCall } = useDiagramToolHandlers({
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partialXmlRef,
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@@ -277,6 +327,10 @@ export default function ChatPanel({
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onDisplayChart,
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onFetchChart,
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onExport,
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captureValidationPng,
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enableVlmValidation: vlmValidationEnabled,
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sessionId,
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onValidationStateChange: handleValidationStateChange,
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})
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const { messages, sendMessage, addToolOutput, status, error, setMessages } =
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@@ -425,6 +479,11 @@ export default function ChatPanel({
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},
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})
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// Store sendMessage in ref for use in callbacks (like handleImproveWithSuggestions)
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useEffect(() => {
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sendMessageRef.current = sendMessage
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}, [sendMessage])
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// Ref to track latest messages for unload persistence
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const messagesRef = useRef(messages)
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useEffect(() => {
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@@ -1261,6 +1320,8 @@ export default function ChatPanel({
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onSelectSession={handleSelectSession}
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onDeleteSession={handleDeleteSession}
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loadedMessageIdsRef={loadedMessageIdsRef}
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validationStates={validationStates}
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onImproveWithSuggestions={handleImproveWithSuggestions}
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/>
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</main>
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@@ -1308,6 +1369,8 @@ export default function ChatPanel({
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onToggleDarkMode={onToggleDarkMode}
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minimalStyle={minimalStyle}
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onMinimalStyleChange={setMinimalStyle}
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vlmValidationEnabled={vlmValidationEnabled}
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onVlmValidationChange={handleVlmValidationChange}
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/>
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<ModelConfigDialog
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303
components/chat/ValidationCard.tsx
Normal file
303
components/chat/ValidationCard.tsx
Normal file
@@ -0,0 +1,303 @@
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"use client"
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import {
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AlertTriangle,
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Check,
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ChevronDown,
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ChevronUp,
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Eye,
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ImageIcon,
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RefreshCw,
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X,
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} from "lucide-react"
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import Image from "next/image"
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import { useEffect, useState } from "react"
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import type { ValidationResult } from "@/lib/diagram-validator"
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export type ValidationStatus =
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| "idle"
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| "capturing"
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| "validating"
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| "success"
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| "failed"
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| "error"
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| "skipped"
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export interface ValidationState {
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status: ValidationStatus
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attempt?: number
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maxAttempts?: number
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result?: ValidationResult
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error?: string
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imageData?: string // Base64 PNG data URL
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}
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interface ValidationCardProps {
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state: ValidationState
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dict: {
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tools: { complete: string }
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}
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onImproveWithSuggestions?: (feedback: string) => void
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}
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export function ValidationCard({
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state,
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dict,
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onImproveWithSuggestions,
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}: ValidationCardProps) {
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const [isExpanded, setIsExpanded] = useState(
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state.status === "validating" || state.status === "failed",
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)
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const [hasRequestedImprovement, setHasRequestedImprovement] =
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useState(false)
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// Generate improvement feedback from validation result
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const generateImprovementFeedback = (): string => {
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if (!state.result) return ""
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const lines: string[] = []
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lines.push(
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"Please improve the diagram based on the following visual analysis feedback:",
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)
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lines.push("")
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if (state.result.issues.length > 0) {
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lines.push("Issues to address:")
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for (const issue of state.result.issues) {
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lines.push(
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` - [${issue.severity}] ${issue.type}: ${issue.description}`,
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)
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}
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lines.push("")
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}
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if (state.result.suggestions.length > 0) {
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lines.push("Suggestions for improvement:")
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for (const suggestion of state.result.suggestions) {
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lines.push(` - ${suggestion}`)
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}
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lines.push("")
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}
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lines.push("Regenerate the diagram with these improvements applied.")
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return lines.join("\n")
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}
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const handleImproveClick = () => {
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if (
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!onImproveWithSuggestions ||
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!state.result ||
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hasRequestedImprovement
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)
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return
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setHasRequestedImprovement(true)
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const feedback = generateImprovementFeedback()
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onImproveWithSuggestions(feedback)
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}
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// Check if we should show the improve button
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const showImproveButton =
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onImproveWithSuggestions &&
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state.result &&
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(state.status === "success" || state.status === "skipped") &&
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(state.result.issues.length > 0 || state.result.suggestions.length > 0)
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const getStatusDisplay = () => {
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switch (state.status) {
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case "capturing":
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return {
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label: "Capturing",
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color: "text-blue-600 bg-blue-50",
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icon: (
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<div className="h-4 w-4 border-2 border-blue-600 border-t-transparent rounded-full animate-spin" />
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),
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}
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case "validating":
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return {
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label: state.attempt
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? `Validating (${state.attempt}/${state.maxAttempts || 3})`
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: "Validating",
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color: "text-blue-600 bg-blue-50",
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icon: (
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<div className="h-4 w-4 border-2 border-blue-600 border-t-transparent rounded-full animate-spin" />
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),
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}
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case "success":
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return {
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label: dict.tools.complete,
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color: "text-green-600 bg-green-50",
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icon: <Check className="h-4 w-4" />,
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}
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case "failed":
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return {
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label: "Issues Found",
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color: "text-yellow-600 bg-yellow-50",
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icon: <AlertTriangle className="h-4 w-4" />,
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}
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case "error":
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return {
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label: "Error",
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color: "text-red-600 bg-red-50",
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icon: <X className="h-4 w-4" />,
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}
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case "skipped":
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return {
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label: "Skipped",
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color: "text-gray-600 bg-gray-50",
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icon: <Check className="h-4 w-4" />,
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}
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default:
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return null
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}
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}
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const statusDisplay = getStatusDisplay()
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if (!statusDisplay || state.status === "idle") return null
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return (
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<div className="my-3 rounded-xl border border-border/60 bg-muted/30 overflow-hidden">
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<div className="flex items-center justify-between px-4 py-3 bg-muted/50">
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<div className="flex items-center gap-2">
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<div className="w-6 h-6 rounded-md bg-primary/10 flex items-center justify-center">
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<Eye className="w-3.5 h-3.5 text-primary" />
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</div>
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<span className="text-sm font-medium text-foreground/80">
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Validate Diagram
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</span>
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</div>
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<div className="flex items-center gap-2">
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<span
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className={`text-xs font-medium px-2 py-0.5 rounded-full flex items-center gap-1 ${statusDisplay.color}`}
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>
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{statusDisplay.icon}
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<span className="ml-1">{statusDisplay.label}</span>
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</span>
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{(state.result || state.error) && (
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<button
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type="button"
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onClick={() => setIsExpanded(!isExpanded)}
|
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className="p-1 rounded hover:bg-muted transition-colors"
|
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>
|
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{isExpanded ? (
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<ChevronUp className="w-4 h-4 text-muted-foreground" />
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) : (
|
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<ChevronDown className="w-4 h-4 text-muted-foreground" />
|
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)}
|
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</button>
|
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)}
|
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</div>
|
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</div>
|
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|
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{/* Validation details when expanded */}
|
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{isExpanded && (state.result || state.imageData) && (
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<div className="px-4 py-3 border-t border-border/40 bg-muted/20 space-y-3">
|
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{/* Captured image */}
|
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{state.imageData && (
|
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<div>
|
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<div className="text-xs font-medium text-foreground/70 mb-2 flex items-center gap-1">
|
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<ImageIcon className="h-3 w-3" />
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Captured Screenshot:
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</div>
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<div className="rounded-lg border border-border/50 overflow-hidden bg-white">
|
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<Image
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src={state.imageData}
|
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alt="Captured diagram for validation"
|
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width={400}
|
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height={300}
|
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className="w-full h-auto max-h-48 object-contain"
|
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unoptimized
|
||||
/>
|
||||
</div>
|
||||
</div>
|
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)}
|
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|
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{/* Issues */}
|
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{state.result && state.result.issues.length > 0 && (
|
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<div>
|
||||
<div className="text-xs font-medium text-foreground/70 mb-2">
|
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Issues Found:
|
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</div>
|
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<div className="space-y-2">
|
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{state.result.issues.map((issue, index) => (
|
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<div
|
||||
key={index}
|
||||
className={`text-xs px-3 py-2 rounded-lg border ${
|
||||
issue.severity === "critical"
|
||||
? "bg-red-50 border-red-200 text-red-700 dark:bg-red-950 dark:border-red-800 dark:text-red-300"
|
||||
: "bg-yellow-50 border-yellow-200 text-yellow-700 dark:bg-yellow-950 dark:border-yellow-800 dark:text-yellow-300"
|
||||
}`}
|
||||
>
|
||||
<span className="font-medium uppercase text-[10px] mr-2">
|
||||
[{issue.type}]
|
||||
</span>
|
||||
{issue.description}
|
||||
</div>
|
||||
))}
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Suggestions */}
|
||||
{state.result && state.result.suggestions.length > 0 && (
|
||||
<div>
|
||||
<div className="text-xs font-medium text-foreground/70 mb-2">
|
||||
Suggestions:
|
||||
</div>
|
||||
<ul className="text-xs text-foreground/60 space-y-1 list-disc list-inside">
|
||||
{state.result.suggestions.map(
|
||||
(suggestion, index) => (
|
||||
<li key={index}>{suggestion}</li>
|
||||
),
|
||||
)}
|
||||
</ul>
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Valid result message */}
|
||||
{state.result &&
|
||||
state.result.valid &&
|
||||
state.result.issues.length === 0 && (
|
||||
<div className="text-xs text-green-600 dark:text-green-400">
|
||||
Diagram passed visual validation - no issues
|
||||
detected.
|
||||
</div>
|
||||
)}
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Improve with Suggestions button - shown when validation passed but has suggestions */}
|
||||
{showImproveButton && (
|
||||
<div className="px-4 py-3 border-t border-border/40 bg-muted/10">
|
||||
{hasRequestedImprovement ? (
|
||||
<div className="flex items-center justify-center gap-2 px-4 py-2 text-sm font-medium text-green-600 dark:text-green-400">
|
||||
<Check className="h-4 w-4" />
|
||||
Improvement requested - check the new diagram below
|
||||
</div>
|
||||
) : (
|
||||
<>
|
||||
<button
|
||||
type="button"
|
||||
onClick={handleImproveClick}
|
||||
className="w-full flex items-center justify-center gap-2 px-4 py-2 text-sm font-medium text-primary bg-primary/10 hover:bg-primary/20 rounded-lg transition-colors"
|
||||
>
|
||||
<RefreshCw className="h-4 w-4" />
|
||||
Improve with Suggestions
|
||||
</button>
|
||||
<p className="text-xs text-muted-foreground mt-2 text-center">
|
||||
Regenerate the diagram using the validation
|
||||
feedback
|
||||
</p>
|
||||
</>
|
||||
)}
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Error details when expanded */}
|
||||
{isExpanded && state.error && (
|
||||
<div className="px-4 py-3 border-t border-border/40 bg-red-50/50">
|
||||
<div className="text-xs text-red-600">{state.error}</div>
|
||||
</div>
|
||||
)}
|
||||
</div>
|
||||
)
|
||||
}
|
||||
@@ -67,6 +67,8 @@ interface SettingsDialogProps {
|
||||
onToggleDarkMode: () => void
|
||||
minimalStyle?: boolean
|
||||
onMinimalStyleChange?: (value: boolean) => void
|
||||
vlmValidationEnabled?: boolean
|
||||
onVlmValidationChange?: (value: boolean) => void
|
||||
}
|
||||
|
||||
export const STORAGE_ACCESS_CODE_KEY = "next-ai-draw-io-access-code"
|
||||
@@ -88,6 +90,8 @@ function SettingsContent({
|
||||
onToggleDarkMode,
|
||||
minimalStyle = false,
|
||||
onMinimalStyleChange = () => {},
|
||||
vlmValidationEnabled = true,
|
||||
onVlmValidationChange = () => {},
|
||||
}: SettingsDialogProps) {
|
||||
const dict = useDictionary()
|
||||
const router = useRouter()
|
||||
@@ -403,6 +407,23 @@ function SettingsContent({
|
||||
</div>
|
||||
</SettingItem>
|
||||
|
||||
{/* VLM Diagram Validation */}
|
||||
<SettingItem
|
||||
label="Diagram Validation"
|
||||
description="Use AI vision to validate and improve generated diagrams"
|
||||
>
|
||||
<div className="flex items-center gap-2">
|
||||
<Switch
|
||||
id="vlm-validation"
|
||||
checked={vlmValidationEnabled}
|
||||
onCheckedChange={onVlmValidationChange}
|
||||
/>
|
||||
<span className="text-sm text-muted-foreground">
|
||||
{vlmValidationEnabled ? "Enabled" : "Disabled"}
|
||||
</span>
|
||||
</div>
|
||||
</SettingItem>
|
||||
|
||||
{/* Send Shortcut */}
|
||||
<SettingItem
|
||||
label={dict.settings.sendShortcut}
|
||||
|
||||
Reference in New Issue
Block a user