takaebato commented on code in PR #497:
URL: https://github.com/apache/echarts-doc/pull/497#discussion_r3035183164


##########
build/build-llms.js:
##########
@@ -0,0 +1,350 @@
+/**
+ * Converts built part JSONs (HTML desc) to Markdown using turndown,
+ * and generates llms.txt + individual .md files.
+ *
+ * Mechanically converts documents/*-parts/*.json to llms-documents/ (.md 
files).
+ * Root files (e.g. option.md) are placed at llms-documents/, while part files
+ * (e.g. option.title.md) are placed at llms-documents/*-parts/.
+ * Type information is extracted from documents/*.json (full schema) via 
traverse.
+ *
+ * Prerequisites: JSON must be built first (node build.js --env dev)
+ * Usage: node build/build-llms.js --env dev
+ */
+const fs = require('fs');
+const fse = require('fs-extra');
+const path = require('path');
+const globby = require('globby');
+const TurndownService = require('turndown');
+const {gfm} = require('turndown-plugin-gfm');
+const {traverse} = require('../tool/schemaHelper');
+const {readConfigEnvFile} = require('./helper');
+
+// --- Constants ---
+
+const LANGUAGES = ['en', 'zh'];
+const OUTPUT_DIR_NAME = 'llms-documents';
+const MAX_HEADING_DEPTH = 6;
+
+const SECTION_LABELS = {
+    en: {'option-parts': 'Option', 'option-gl-parts': 'Option GL', 
'api-parts': 'API', 'tutorial-parts': 'Tutorial'},
+    zh: {'option-parts': '配置项 (Option)', 'option-gl-parts': 'Option GL', 
'api-parts': 'API', 'tutorial-parts': '教程 (Tutorial)'}
+};
+
+const LLMS_TXT_HEADER = [
+    '# Apache ECharts Documentation',
+    '',
+    '> Apache ECharts is a free, powerful charting and visualization library 
offering easy ways to add intuitive, interactive, and highly customizable 
charts to your commercial products.',
+    ''
+].join('\n');
+
+// --- Config ---
+
+const argv = require('yargs').argv;
+const envType = (argv.dev != null || argv.debug != null || argv.env === 'dev') 
? 'dev' : argv.env;
+if (!envType) throw new Error('--env MUST be specified');
+const config = readConfigEnvFile(envType);
+
+// --- Turndown ---
+
+const td = new TurndownService({headingStyle: 'atx', codeBlockStyle: 
'fenced'});
+td.use(gfm);
+td.addRule('iframe', {filter: 'iframe', replacement: () => ''});
+
+function htmlToMd(html) {
+    return html ? td.turndown(html).replace(/\n{3,}/g, '\n\n').trim() : '';
+}
+
+// --- Extract type info from full schema JSON ---
+
+/**
+ * Extract type and default value info from a full schema JSON by traversing
+ * the nested schema tree.
+ *
+ * @param {string} schemaJsonPath - path to schema JSON (e.g. 
"documents/option.json")
+ * @param {string} docName - e.g. "option", "api"
+ * @returns {Object<string, {type: string|null, default: string|null}>}
+ *   e.g. { "option.title.show": {type: "boolean", default: "true"} }
+ */
+function buildTypeMap(schemaJsonPath, docName) {
+    if (!fs.existsSync(schemaJsonPath)) return {};
+    const schema = JSON.parse(fs.readFileSync(schemaJsonPath, 'utf-8'));
+    const typeMap = {};
+    traverse(schema, docName, (schemaPath, node) => {
+        if (node.type || node.default != null) {
+            typeMap[schemaPath] = {
+                type: node.type ? (Array.isArray(node.type) ? 
node.type.join('|') : node.type) : null,
+                default: node.default != null ? String(node.default) : null
+            };
+        }
+    });
+    return typeMap;
+}
+
+// --- Resolve links in HTML ---
+// Best-effort rewriting of <a href="#path"> and <a href="api.html#path"> in 
HTML
+// so that turndown produces markdown links pointing to the correct .md files.
+// Some source links have non-standard formats (e.g. missing "#", no dot 
separator)
+// that cannot be resolved; these are left as-is or linked to the root file.
+
+/**
+ * Split linkPath into a part key (first segment) and fragment (rest), matching
+ * the key against partKeys with case-insensitive and singular/plural fallback.
+ *
+ * @param {string} linkPath - e.g. "title.show", "echarts.init"
+ * @param {Set<string>} partKeys - e.g. Set{'title','series-bar','geo',...}
+ * @returns {{key: string, frag: string|null}|null}
+ *   e.g. "title.show"                    -> {key: "title", frag: "show"}
+ *        "angleAxis.axisLabel.interval"  -> {key: "angleAxis", frag: 
"axisLabel.interval"}
+ *        "geo"                           -> {key: "geo", frag: null}
+ *        "unknown"                       -> null
+ */
+function tryResolvePartKey(linkPath, partKeys) {
+    const [seg, ...rest] = linkPath.split('.');
+    const frag = rest.length > 0 ? rest.join('.') : null;
+
+    if (partKeys.has(seg)) return {key: seg, frag};
+
+    // Fallback: case-insensitive and singular/plural matching
+    const segL = seg.toLowerCase();
+    for (const k of partKeys) {
+        if (k.toLowerCase() === segL) return {key: k, frag};
+    }
+    for (const k of partKeys) {
+        const kl = k.toLowerCase();
+        if (kl === segL + 's' || kl + 's' === segL) return {key: k, frag};
+    }
+    return null;
+}
+
+/**
+ * Resolve a link path to an href pointing to the correct .md file.
+ * If partKeys contains a match, link to the individual part file;
+ * otherwise fall back to the root file.
+ *
+ * @param {string} linkPath - e.g. "title.show", "visualMap"
+ * @param {Set<string>} partKeys - keys of individual part files
+ * @param {string} pathPrefix - path prefix for part files
+ *   same-doc: "option"           -> "option.title.md"
+ *   cross-doc: "../api-parts/api" -> "../api-parts/api.echarts.md"
+ * @param {string|null} rootPath - path prefix for root file fallback
+ *   same-doc: "../option"  -> "../option.md#visualMap"
+ *   cross-doc: "../api"     -> "../api.md#events"
+ * @returns {string|null} resolved href attribute string, or null
+ */
+function resolveLink(linkPath, partKeys, pathPrefix, rootPath) {
+    const resolved = tryResolvePartKey(linkPath, partKeys);
+    if (!resolved) {
+        if (rootPath) return `href="${rootPath}.md#${linkPath}"`;
+        return null;
+    }
+    return `href="${pathPrefix}.${resolved.key}.md${resolved.frag ? '#' + 
resolved.frag : ''}"`;
+}
+
+/**
+ * Rewrite internal links in HTML so that turndown produces correct .md links.
+ * Handles two patterns:
+ *   1. Same-doc:  href="#title.show"          -> href="option.title.md#show"
+ *   2. Cross-doc: href="api.html#echarts.init" -> 
href="../api-parts/api.echarts.md#init"
+ * Unresolvable links are left as-is or fall back to the root file.
+ *
+ * @param {string} html - HTML string containing <a href="..."> links
+ * @param {Object<string, Set<string>>} partKeysByDoc - part keys for all docs
+ * @param {string} docName - current doc name (e.g. "option")
+ * @returns {string} HTML with rewritten href attributes
+ */
+function tryResolveHtmlLinks(html, partKeysByDoc, docName) {
+    const partKeys = partKeysByDoc[docName];
+
+    // Same-doc links: href="#title.show" -> href="option.title.md#show"
+    const resolved = html.replace(/href="#([^"]+)"/g, (match, linkPath) =>
+        (partKeys && resolveLink(linkPath, partKeys, docName, 
`../${docName}`)) || match
+    );
+
+    // Cross-doc links: href="api.html#echarts.init" -> 
href="../api-parts/api.echarts.md#init"
+    return resolved.replace(
+        /href="(option-gl|option|api|tutorial)\.html#([^"]+)"/g,
+        (match, targetDoc, fragment) => {
+            const keys = partKeysByDoc[targetDoc];
+            if (!keys) return match;
+            return resolveLink(fragment, keys, 
`../${targetDoc}-parts/${targetDoc}`, `../${targetDoc}`) || match;
+        }
+    );
+}
+
+// --- Convert part JSON to Markdown ---
+
+function formatPropertyEntry(key, entry, typeInfo, linkResolver) {
+    const heading = '#'.repeat(Math.min(key.split('.').length + 1, 
MAX_HEADING_DEPTH)) + ' ' + key;
+    const meta = [
+        typeInfo && typeInfo.type && `- **Type**: \`${typeInfo.type}\``,
+        typeInfo && typeInfo.default != null && `- **Default**: 
\`${typeInfo.default}\``
+    ].filter(Boolean);
+    const body = entry.desc ? htmlToMd(linkResolver(entry.desc)) : '';
+    return [heading, ...meta, ...(body ? ['', body] : []), ''];
+}
+
+function jsonToMd(data, typeMap, baseName, linkResolver) {
+    const lines = Object.entries(data).flatMap(([key, entry]) => {
+        const fullKey = baseName ? `${baseName}.${key}` : key;
+        return formatPropertyEntry(key, entry, typeMap[fullKey], linkResolver);

Review Comment:
   This seems like a trade-off. 
   Since this is primarily LLM-facing documentation rather than 
browser-rendered content, not adding explicit HTML anchors to keep the Markdown 
clean seems better. 
   The heading text preserves the original property path (e.g. ### 
textStyle.color), which should be sufficient for LLM consumption. 



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