diff --git a/backend/prompt.py b/backend/prompt.py index 5acbc5a..27e0576 100644 --- a/backend/prompt.py +++ b/backend/prompt.py @@ -38,10 +38,10 @@ Your job: - Avoid overly short outputs with little information value. Important context: -- PREFIX may contain hidden OCR metadata in HTML comments such as . -- These comments are non-visible context only. -- Never copy, rewrite, or emit HTML comments in output. -- Never output . +- PREFIX may contain OCR metadata inline after images, e.g. ![alt](url) . +- The is hidden context describing image content. +- Never copy, rewrite, or emit OCR tags in output. +- Never output . Hard rules: 1. Seamless join: diff --git a/package-lock.json b/package-lock.json index 3e4a510..300ddcc 100644 --- a/package-lock.json +++ b/package-lock.json @@ -13,8 +13,9 @@ "@milkdown/kit": "^7.18.0", "@milkdown/theme-nord": "^7.18.0", "@milkdown/vue": "^7.18.0", - "axios": "^1.13.2", + "katex": "^0.16.9", "markdown-it": "^13.0.0", + "markdown-it-math": "^3.0.2", "pinia": "^2.3.1", "prismjs": "^1.29.0", "vue": "^3.5.24", @@ -353,6 +354,7 @@ "version": "6.12.1", "resolved": "https://registry.npmjs.org/@codemirror/language/-/language-6.12.1.tgz", "integrity": "sha512-Fa6xkSiuGKc8XC8Cn96T+TQHYj4ZZ7RdFmXA3i9xe/3hLHfwPZdM+dqfX0Cp0zQklBKhVD8Yzc8LS45rkqcwpQ==", + "peer": true, "dependencies": { "@codemirror/state": "^6.0.0", "@codemirror/view": "^6.23.0", @@ -424,6 +426,7 @@ "version": "6.5.4", "resolved": "https://registry.npmjs.org/@codemirror/state/-/state-6.5.4.tgz", "integrity": "sha512-8y7xqG/hpB53l25CIoit9/ngxdfoG+fx+V3SHBrinnhOtLvKHRyAJJuHzkWrR4YXXLX8eXBsejgAAxHUOdW1yw==", + "peer": true, 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+ "optional": true, + "dependencies": { + "camelcase": "^1.2.1", + "cliui": "^2.1.0", + "decamelize": "^1.0.0", + "os-locale": "^1.4.0", + "window-size": "^0.1.2", + "y18n": "^3.2.0" + } + }, "node_modules/zwitch": { "version": "2.0.4", "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz", diff --git a/src/components/MilkdownEditor.vue b/src/components/MilkdownEditor.vue index 860fae7..0aa23d9 100644 --- a/src/components/MilkdownEditor.vue +++ b/src/components/MilkdownEditor.vue @@ -99,7 +99,7 @@ import { onMounted, onUnmounted, ref, computed } from 'vue' import { replaceAll } from '@milkdown/kit/utils' import { Crepe } from '@milkdown/crepe' -import { editorViewCtx } from '@milkdown/kit/core' +import { editorViewCtx, serializerCtx } from '@milkdown/kit/core' import { copilotPlugin, copilotConfigCtx, copilotGhostMark, setCopilotEnabled, COPILOT_PLUGIN_KEY, SIZE_LIMIT, checkSizeLimit } from '../plugins/copilotPlugin' import { fetchSuggestion } from '../utils/api.js' import { DEBUG, OCR_URL } from '../utils/config.js' @@ -124,6 +124,7 @@ const aiButtonLabel = computed(() => { let crepe = null let markdownSyncTimer = null +let debugLogTimer = null const objectUrls = new Set() const IMAGE_NODE_TYPES = new Set(['image', 'image-block', 'imageBlock']) @@ -199,6 +200,57 @@ const scheduleMarkdownSync = () => { }, 120) } +const logDebugInfo = async () => { + if (!crepe) return + try { + const markdown = await crepe.getMarkdown() + crepe.editor.action((ctx) => { + const view = ctx.get(editorViewCtx) + const schema = view.state.schema + const { from, to } = view.state.selection + const serializer = ctx.get(serializerCtx) + let prefixMarkdown = '', suffixMarkdown = '' + + try { + // Prefix: 使用 slice 创建文档节点 + const prefixSlice = view.state.doc.slice(0, from) + if (prefixSlice.content.size > 0) { + const prefixDoc = schema.topNodeType.createAndFill(undefined, prefixSlice.content) + if (prefixDoc) { + prefixMarkdown = serializer(prefixDoc) + } + } + if (!prefixMarkdown) { + prefixMarkdown = view.state.doc.textBetween(0, from, '\n', '\n') + } + + // Suffix + const suffixSlice = view.state.doc.slice(to) + if (suffixSlice.content.size > 0) { + const suffixDoc = schema.topNodeType.createAndFill(undefined, suffixSlice.content) + if (suffixDoc) { + suffixMarkdown = serializer(suffixDoc) + } + } + if (!suffixMarkdown) { + suffixMarkdown = view.state.doc.textBetween(to, view.state.doc.content.size, '\n', '\n') + } + } catch (e) { + console.error('[Debug] Serializer error:', e) + prefixMarkdown = view.state.doc.textBetween(0, from, '\n', '\n') + suffixMarkdown = view.state.doc.textBetween(to, view.state.doc.content.size, '\n', '\n') + } + console.log('[Debug] ===== Document State =====') + console.log('[Debug] PREFIX:', prefixMarkdown) + console.log('[Debug] SUFFIX:', suffixMarkdown) + console.log('[Debug] FULL MARKDOWN:', markdown) + console.log('[Debug] ==========================') + }) + } catch (e) { + console.error('[Debug] Log failed:', e) + } +} + const clearCurrentSuggestion = (view) => { const state = COPILOT_PLUGIN_KEY.getState(view.state) if (state?.suggestion && state.from < state.to) { @@ -261,6 +313,9 @@ onMounted(async () => { features: { [Crepe.Feature.Latex]: true, [Crepe.Feature.ImageBlock]: true, + [Crepe.Feature.Table]: true, + [Crepe.Feature.Diagram]: true, + [Crepe.Feature.ListCheck]: true, }, featureConfigs: { [Crepe.Feature.Latex]: { @@ -308,6 +363,7 @@ onMounted(async () => { refreshSizeAndLimit(ctx) }) scheduleMarkdownSync() + debugLogTimer = setInterval(logDebugInfo, 20000) if (DEBUG) console.log('[Debug] Crepe editor created with copilot plugin') }) @@ -418,6 +474,10 @@ onUnmounted(() => { clearTimeout(markdownSyncTimer) markdownSyncTimer = null } + if (debugLogTimer) { + clearInterval(debugLogTimer) + debugLogTimer = null + } for (const url of Array.from(objectUrls)) { revokeObjectUrl(url) diff --git a/src/plugins/copilotPlugin.ts b/src/plugins/copilotPlugin.ts index 140d59d..72e55c7 100644 --- a/src/plugins/copilotPlugin.ts +++ b/src/plugins/copilotPlugin.ts @@ -1,14 +1,15 @@ import { Plugin, PluginKey, Selection } from '@milkdown/prose/state' import { $prose, $ctx, $markSchema } from '@milkdown/kit/utils' -import { parserCtx } from '@milkdown/kit/core' +import { parserCtx, serializerCtx } from '@milkdown/kit/core' import { Node as ProseNode, Fragment } from '@milkdown/prose/model' import type { Ctx } from '@milkdown/kit/core' import type { EditorView } from '@milkdown/prose/view' -import { getOcrCache, checkSizeLimit as checkOcrSizeLimit, OCR_SIZE_LIMIT } from '../utils/ocrCache' +import { getOcrCache, checkSizeLimit as checkOcrSizeLimit, OCR_SIZE_LIMIT, extractTextFromOCR } from '../utils/ocrCache' const COPILOT_PLUGIN_KEY = new PluginKey('milkdown-copilot') const DEBOUNCE_MS = 1000 const SIZE_LIMIT = OCR_SIZE_LIMIT +const DEBUG = true const IMAGE_NODE_TYPES = new Set(['image', 'image-block', 'imageBlock']) interface CopilotState { @@ -279,27 +280,57 @@ function extractImageFilenames(doc: ProseNode): string[] { return filenames } -function buildPrefixWithOCR(prefix: string, doc: ProseNode, cursorPos: number): string { - const ocrEntries: string[] = [] +function buildPrefixWithOCRFromMarkdown( + doc: ProseNode, + cursorPos: number, + prefixMarkdown: string, + serializer: any, + schema: any +): string { + const imageNodes: Array<{pos: number, src: string, label: string}> = [] doc.descendants((node: ProseNode, pos) => { - if (pos >= cursorPos) return false - if (!isImageNodeWithSrc(node)) return true - + if (!isImageNodeWithSrc(node)) return pos < cursorPos const src = getImageSrc(node) - const ocrText = getOcrCache(src) - if (!ocrText) return true - const label = getImageLabel(node) - const safeOcrText = ocrText.replace(//g, '').trim() - if (!safeOcrText) return true - - ocrEntries.push(`image(${label}): ${safeOcrText}`) - return true + imageNodes.push({ pos, src, label }) + return pos < cursorPos }) - if (!ocrEntries.length) return prefix - return `${prefix}\n\n` + if (imageNodes.length === 0) { + return prefixMarkdown + } + + imageNodes.sort((a, b) => a.pos - b.pos) + + const parts: string[] = [] + let lastPos = 0 + + for (const img of imageNodes) { + if (img.pos > lastPos) { + const slice = doc.slice(lastPos, img.pos) + const sliceDoc = schema.topNodeType.createAndFill(undefined, slice.content) + parts.push(sliceDoc ? serializer(sliceDoc) : doc.textBetween(lastPos, img.pos)) + } + const imageSyntax = `![${img.label}](${img.src})` + parts.push(imageSyntax) + const ocrText = getOcrCache(img.src) + if (ocrText) { + const textOnly = extractTextFromOCR(ocrText, 100) + if (textOnly) { + parts.push(` `) + } + } + lastPos = img.pos + 1 + } + + if (lastPos < cursorPos) { + const slice = doc.slice(lastPos, cursorPos) + const sliceDoc = schema.topNodeType.createAndFill(undefined, slice.content) + parts.push(sliceDoc ? serializer(sliceDoc) : doc.textBetween(lastPos, cursorPos)) + } + + return parts.join('') } function doFetchSuggestion(view: EditorView, runtime: CopilotRuntime, pos: number, prefix: string, suffix: string) { @@ -339,6 +370,7 @@ function scheduleFetch(view: EditorView, runtime: CopilotRuntime, pos: number, p if (!runtime.enabled) return const doc = view.state.doc + const schema = view.state.schema const imageFilenames = extractImageFilenames(doc) const { overLimit } = checkOcrSizeLimit(doc.content.size, imageFilenames) @@ -347,7 +379,61 @@ function scheduleFetch(view: EditorView, runtime: CopilotRuntime, pos: number, p return } - const prefixWithOCR = buildPrefixWithOCR(prefix, doc, pos) + const serializer = runtime.ctx.get(serializerCtx) + + // 尝试使用 serializer 将文档切片转换为 Markdown + let prefixMarkdown = '' + let suffixMarkdown = '' + + try { + // 方法1: 使用 slice 创建文档节点 + const prefixSlice = doc.slice(0, pos) + if (prefixSlice.content.size > 0) { + const prefixDoc = schema.topNodeType.createAndFill(undefined, prefixSlice.content) + if (prefixDoc) { + prefixMarkdown = serializer(prefixDoc) + } + } + if (!prefixMarkdown) { + // 方法2: 直接序列化整个文档然后截取 + const fullMarkdown = serializer(doc) + const fullDoc = view.state.doc + const totalLen = fullDoc.content.size + if (totalLen > 0 && pos < totalLen) { + // 简单估算位置 + prefixMarkdown = fullMarkdown.substring(0, Math.floor(fullMarkdown.length * pos / totalLen)) + } + } + if (!prefixMarkdown) { + // 回退到 textBetween 但添加换行符 + prefixMarkdown = doc.textBetween(0, pos, '\n', '\n') + } + + // Suffix + const suffixSlice = doc.slice(pos) + if (suffixSlice.content.size > 0) { + const suffixDoc = schema.topNodeType.createAndFill(undefined, suffixSlice.content) + if (suffixDoc) { + suffixMarkdown = serializer(suffixDoc) + } + } + if (!suffixMarkdown) { + suffixMarkdown = doc.textBetween(pos, doc.content.size, '\n', '\n') + } + } catch (e) { + console.error('[Copilot] Serializer error:', e) + prefixMarkdown = doc.textBetween(0, pos, '\n', '\n') + suffixMarkdown = doc.textBetween(pos, doc.content.size, '\n', '\n') + } + + const prefixWithOCR = buildPrefixWithOCRFromMarkdown(doc, pos, prefixMarkdown, serializer, schema) + + if (DEBUG) { + console.log('[Copilot] ===== LLM Request =====') + console.log('[Copilot] PREFIX:', prefixWithOCR) + console.log('[Copilot] SUFFIX:', suffixMarkdown) + console.log('[Copilot] ======================') + } if (runtime.debounceTimer) { clearTimeout(runtime.debounceTimer) @@ -357,7 +443,7 @@ function scheduleFetch(view: EditorView, runtime: CopilotRuntime, pos: number, p const debounceMs = runtime.ctx.get(copilotConfigCtx.key).debounceMs ?? DEBOUNCE_MS runtime.debounceTimer = setTimeout(() => { runtime.debounceTimer = null - doFetchSuggestion(view, runtime, pos, prefixWithOCR, suffix) + doFetchSuggestion(view, runtime, pos, prefixWithOCR, suffixMarkdown) }, debounceMs) } diff --git a/src/utils/ocrCache.js b/src/utils/ocrCache.js index e1ed4ed..b0d0ceb 100644 --- a/src/utils/ocrCache.js +++ b/src/utils/ocrCache.js @@ -43,3 +43,11 @@ export function checkSizeLimit(docTextSize, imageFilenames) { } export const OCR_SIZE_LIMIT = SIZE_LIMIT + +export function extractTextFromOCR(ocrText, maxLen = 100) { + if (!ocrText) return '' + const match = ocrText.match(/TEXT:\s*([\s\S]*?)(?:KEY_DETAILS|LANGUAGE|SUMMARY|$)/i) + let text = match ? match[1].trim() : ocrText.trim() + if (text.toLowerCase() === '(none)') return '' + return text.length > maxLen ? text.substring(0, maxLen) + '...' : text +}