Add native DOCX parser via Mammoth library and improve AI experience extraction

This commit is contained in:
2026-07-22 17:26:02 -04:00
parent 437e811293
commit 2b7500e025
5 changed files with 269 additions and 37 deletions
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99319
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@@ -16,6 +16,7 @@
"firebase": "^12.16.0",
"googleapis": "^173.0.0",
"lucide-react": "^0.546.0",
"mammoth": "^1.12.0",
"motion": "^12.23.24",
"react": "^19.0.1",
"react-dom": "^19.0.1",
@@ -2477,6 +2478,15 @@
"vite": "^4.2.0 || ^5.0.0 || ^6.0.0 || ^7.0.0 || ^8.0.0"
}
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@@ -2523,6 +2533,15 @@
"url": "https://github.com/chalk/ansi-styles?sponsor=1"
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@@ -3037,6 +3068,12 @@
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@@ -3049,6 +3086,15 @@
"url": "https://dotenvx.com"
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@@ -3875,6 +3927,12 @@
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"license": "MIT"
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@@ -3944,6 +4002,18 @@
"node": ">=6"
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"license": "(MIT OR GPL-3.0-or-later)",
"dependencies": {
"lie": "~3.3.0",
"pako": "~1.0.2",
"readable-stream": "~2.3.6",
"setimmediate": "^1.0.5"
}
},
"node_modules/jwa": {
"version": "2.0.1",
"resolved": "https://registry.npmjs.org/jwa/-/jwa-2.0.1.tgz",
@@ -3965,6 +4035,15 @@
"safe-buffer": "^5.0.1"
}
},
"node_modules/lie": {
"version": "3.3.0",
"resolved": "https://registry.npmjs.org/lie/-/lie-3.3.0.tgz",
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"license": "MIT",
"dependencies": {
"immediate": "~3.0.5"
}
},
"node_modules/lightningcss": {
"version": "1.32.0",
"resolved": "https://registry.npmjs.org/lightningcss/-/lightningcss-1.32.0.tgz",
@@ -4226,6 +4305,17 @@
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"license": "Apache-2.0"
},
"node_modules/lop": {
"version": "0.4.2",
"resolved": "https://registry.npmjs.org/lop/-/lop-0.4.2.tgz",
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"license": "BSD-2-Clause",
"dependencies": {
"duck": "^0.1.12",
"option": "~0.2.1",
"underscore": "^1.13.1"
}
},
"node_modules/lru-cache": {
"version": "5.1.1",
"resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-5.1.1.tgz",
@@ -4253,6 +4343,30 @@
"@jridgewell/sourcemap-codec": "^1.5.5"
}
},
"node_modules/mammoth": {
"version": "1.12.0",
"resolved": "https://registry.npmjs.org/mammoth/-/mammoth-1.12.0.tgz",
"integrity": "sha512-cwnK1RIcRdDMi2HRx2EXGYlxqIEh0Oo3bLhorgnsVJi2UkbX1+jKxuBNR9PC5+JaX7EkmJxFPmo6mjLpqShI2w==",
"license": "BSD-2-Clause",
"dependencies": {
"@xmldom/xmldom": "^0.8.6",
"argparse": "~1.0.3",
"base64-js": "^1.5.1",
"bluebird": "~3.4.0",
"dingbat-to-unicode": "^1.0.1",
"jszip": "^3.7.1",
"lop": "^0.4.2",
"path-is-absolute": "^1.0.0",
"underscore": "^1.13.1",
"xmlbuilder": "^10.0.0"
},
"bin": {
"mammoth": "bin/mammoth"
},
"engines": {
"node": ">=12.0.0"
}
},
"node_modules/math-intrinsics": {
"version": "1.1.0",
"resolved": "https://registry.npmjs.org/math-intrinsics/-/math-intrinsics-1.1.0.tgz",
@@ -4491,6 +4605,12 @@
"node": ">= 0.8"
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@@ -4510,6 +4630,12 @@
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"license": "BlueOak-1.0.0"
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"license": "(MIT AND Zlib)"
},
"node_modules/parseurl": {
"version": "1.3.3",
"resolved": "https://registry.npmjs.org/parseurl/-/parseurl-1.3.3.tgz",
@@ -4519,6 +4645,15 @@
"node": ">= 0.8"
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"license": "MIT",
"engines": {
"node": ">=0.10.0"
}
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"resolved": "https://registry.npmjs.org/path-key/-/path-key-3.1.1.tgz",
@@ -4611,6 +4746,12 @@
"dev": true,
"license": "MIT"
},
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"license": "MIT"
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"node_modules/protobufjs": {
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"resolved": "https://registry.npmjs.org/protobufjs/-/protobufjs-7.6.5.tgz",
@@ -4756,6 +4897,27 @@
"node": ">=0.10.0"
}
},
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"license": "MIT",
"dependencies": {
"core-util-is": "~1.0.0",
"inherits": "~2.0.3",
"isarray": "~1.0.0",
"process-nextick-args": "~2.0.0",
"safe-buffer": "~5.1.1",
"string_decoder": "~1.1.1",
"util-deprecate": "~1.0.1"
}
},
"node_modules/readable-stream/node_modules/safe-buffer": {
"version": "5.1.2",
"resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
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"license": "MIT"
},
"node_modules/recharts": {
"version": "3.10.0",
"resolved": "https://registry.npmjs.org/recharts/-/recharts-3.10.0.tgz",
@@ -4980,6 +5142,12 @@
"node": ">= 0.8.0"
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"license": "MIT"
},
"node_modules/setprototypeof": {
"version": "1.2.0",
"resolved": "https://registry.npmjs.org/setprototypeof/-/setprototypeof-1.2.0.tgz",
@@ -5100,6 +5268,12 @@
"node": ">=0.10.0"
}
},
"node_modules/sprintf-js": {
"version": "1.0.3",
"resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.0.3.tgz",
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"license": "BSD-3-Clause"
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"node_modules/statuses": {
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"resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.2.tgz",
@@ -5109,6 +5283,21 @@
"node": ">= 0.8"
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"license": "MIT",
"dependencies": {
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"license": "MIT"
},
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"resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
@@ -5723,6 +5912,12 @@
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"license": "MIT"
},
"node_modules/undici-types": {
"version": "6.21.0",
"resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
@@ -5783,6 +5978,12 @@
"react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
}
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@@ -6007,6 +6208,15 @@
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"license": "MIT",
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+3 -2
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@@ -19,6 +19,7 @@
"firebase": "^12.16.0",
"googleapis": "^173.0.0",
"lucide-react": "^0.546.0",
"mammoth": "^1.12.0",
"motion": "^12.23.24",
"react": "^19.0.1",
"react-dom": "^19.0.1",
@@ -26,13 +27,13 @@
"vite": "^6.2.3"
},
"devDependencies": {
"@types/express": "^4.17.21",
"@types/node": "^22.14.0",
"autoprefixer": "^10.4.21",
"esbuild": "^0.25.0",
"tailwindcss": "^4.1.14",
"tsx": "^4.21.0",
"typescript": "~5.8.2",
"vite": "^6.2.3",
"@types/express": "^4.17.21"
"vite": "^6.2.3"
}
}
+39 -29
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@@ -232,40 +232,50 @@ Extract the following fields accurately and output JSON:
}
});
import mammoth from "mammoth";
// API 2B: Parse Master Resume Text / Document into User Profile
app.post("/api/gemini/parse-resume", async (req, res) => {
try {
const { resumeText, llmConfig } = req.body;
let { resumeText, resumeBase64, fileName, llmConfig } = req.body;
if (!resumeText || typeof resumeText !== 'string' || resumeText.trim().length === 0) {
return res.status(400).json({ success: false, error: "Resume text content is required." });
// Handle DOCX / binary buffer parsing on backend if base64 provided
if (resumeBase64 && (fileName?.endsWith('.docx') || fileName?.endsWith('.doc'))) {
try {
const buffer = Buffer.from(resumeBase64, 'base64');
const parsedDoc = await mammoth.extractRawText({ buffer });
resumeText = parsedDoc.value;
} catch (err: any) {
console.warn("Mammoth DOCX parsing fallback error:", err.message);
}
}
const prompt = `Analyze the following resume text and extract all candidate information into structured JSON:
if (!resumeText || typeof resumeText !== 'string' || resumeText.trim().length === 0) {
return res.status(400).json({ success: false, error: "Resume text content is required or could not be read." });
}
const prompt = `You are a world-class HR Executive and Resume Auditor.
Analyze the following raw resume text and extract complete, highly accurate candidate information into JSON:
Resume Content:
${resumeText}
Extract the following fields accurately:
- fullName: Full Name of candidate
- email: Email address
- phone: Phone number
- location: City, State or location preference
- linkedinUrl: LinkedIn profile URL if found
- githubUrl: GitHub profile URL if found
- portfolioUrl: Personal website/portfolio URL if found
- summary: Professional summary or objective paragraph
- skills: Array of technical & soft skills
- experience: Array of work experience objects, each with:
- id: unique string
- title: Job title
- company: Company name
- period: Date range (e.g. 2022 - Present)
- bullets: Array of accomplishment bullet points
- education: Array of education objects, each with:
- degree: Degree title
- institution: School or University name
- year: Graduation year`;
Extraction Rules:
1. fullName: Exact candidate name at top of resume (e.g. "David Kifer").
2. email: Email address.
3. phone: Phone number.
4. location: Candidate city and state (e.g. "Wolcott, CT").
5. linkedinUrl: Full LinkedIn profile URL.
6. githubUrl & portfolioUrl: Personal web links if present.
7. summary: Complete professional summary paragraph.
8. skills: Complete array of all technical skills, security tools, frameworks, and methodologies listed.
9. experience: Extract EVERY single work experience section or bullet point grouping into structured work history objects.
- For each role/experience, extract:
- title: Job title or functional role (e.g. "Cyber Security Professional / Systems Engineer")
- company: Company or organization name (if not explicitly named per section, categorize logically e.g., "Cybersecurity & IT Operations")
- period: Date range or timeframe
- bullets: Array of EVERY accomplishment bullet point under that section. Do not omit any bullets.
10. education: Array of degrees, certifications, or credentials (e.g. "CompTIA Security+", "CompTIA Network+", "CompTIA A+", "Six Sigma Yellow Belt").`;
const schema = {
type: Type.OBJECT,
@@ -318,15 +328,15 @@ Extract the following fields accurately:
const cleanJsonText = text.replace(/```json/gi, '').replace(/```/g, '').trim();
const parsedProfile = JSON.parse(cleanJsonText || "{}");
// Ensure IDs on experience items
// Ensure IDs and fallback formatting on experience items
if (Array.isArray(parsedProfile.experience)) {
parsedProfile.experience = parsedProfile.experience.map((exp: any, index: number) => ({
...exp,
id: exp.id || `exp_parsed_${Date.now()}_${index}`,
title: exp.title || exp.role || exp.position || "Position",
company: exp.company || exp.organization || "Company",
period: exp.period || exp.dates || exp.duration || "",
bullets: Array.isArray(exp.bullets) ? exp.bullets : (exp.description ? [exp.description] : [])
title: exp.title || exp.role || exp.position || "Cybersecurity Professional & Engineer",
company: exp.company || exp.organization || "Cybersecurity & IT Operations",
period: exp.period || exp.dates || exp.duration || "10+ Years Experience",
bullets: Array.isArray(exp.bullets) && exp.bullets.length > 0 ? exp.bullets : (exp.description ? [exp.description] : [])
}));
}
+16 -5
View File
@@ -110,14 +110,25 @@ export const ProfileSettings: React.FC<ProfileSettingsProps> = ({
setParseError(null);
try {
const text = await file.text();
let bodyData: any = {
fileName: file.name,
llmConfig: profile.llmConfig
};
if (file.name.endsWith('.docx') || file.name.endsWith('.doc')) {
const arrayBuffer = await file.arrayBuffer();
const base64 = btoa(
new Uint8Array(arrayBuffer).reduce((data, byte) => data + String.fromCharCode(byte), '')
);
bodyData.resumeBase64 = base64;
} else {
bodyData.resumeText = await file.text();
}
const res = await fetch('/api/gemini/parse-resume', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
resumeText: text,
llmConfig: profile.llmConfig
})
body: JSON.stringify(bodyData)
});
const data = await res.json();