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Fill Forms in Seconds with Local RAG & AI Precision

The private, intelligent browser assistant engineered for developers and job seekers. Auto-fill Google Forms and Microsoft Forms with tailored answers synthesized directly from your Resume and GitHub READMEs using on-device Ollama or Cloud LLMs.

100% Offline & Private (Ollama)
Instant DOM Auto-Fill
Smart LPA & Notice Formatter
1-Click README Ingest
Google Form Ready

Senior AI / Full Stack Engineer Application

Please provide your technical background and expected compensation.

Numeric day formatting
LPA-bounded numeric value
RAG will synthesize factual answers from your uploaded Resume and GitHub READMEs...
Fillvyn Assistant
Alt + Shift + F
Active Profile
Default Profile (Alex Morgan)Active
Model Engine
llama3.2:3b (Local)

Click the button above to test instantaneous DOM autofill

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Interactive Simulator

Experience Fillvyn in Action

Every column is read and evaluated by AI. Fillvyn checks default profile values, fills strict values [without any extra text], and retrieves RAG details when descriptive text is required.

Target Form:
Autofill Completion0 / 8 (0%)

Fillvyn Assistant Dock

In-Page Floating Controls

Ready
42ms Latency
Zero Data Tracking

All resume chunks and candidate details are evaluated locally in memory. Zero external storage.

AI & Full Stack SDE Application

Join our engineering team to work on real-world AI products, automation, and production systems. If you love building, solving problems, and taking ownership from Day 1, we'd love to hear from you!

alex.morgan.dev@example.com

The name, email, and photo associated with your Google account will be recorded when you upload files and submit this form

* Indicates required question
AI strict numeric integer
AI strict LPA digit
Java 21, Spring Boot 3 & Enterprise Microservices
Python, LLMs & On-Device RAG Pipelines
Next.js 14, React & TypeScript Full Stack
Cloud Infrastructure & DevOps (Docker/K8s)
Graduation Year
Cumulative GPA / Percentage
Your answer
Never submit passwords through Google Forms.

This content is neither created nor endorsed by Google.

Google Forms

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Powerful Core Architecture

Engineered for Precision, Privacy, and Speed

Everything you need to apply for jobs and submit technical questionnaires 10x faster without sacrificing data accuracy.

Anti-Hallucination

RAG Knowledge Base & Truth Synthesis

Upload your resume (.pdf, .docx, .md, .txt) and ingest GitHub repository READMEs with 1 click. Generates factual, first-person answers for complex open-ended technical questions.

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Strict Values & Zero Fluff

AI Column Evaluation & Strict Value Resolution

Every column is read by AI. It evaluates field constraints, checks default profile values, inputs strict values [without extra text], and queries RAG for descriptive answers.

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Privacy First

100% Free & Offline Local Ollama

Run completely on-device with Ollama models like Llama 3.2, DeepSeek-R1, Mistral, or Phi-3. Enjoy zero cloud subscription fees, zero rate limits, and 100% data privacy.

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Instant Workflow

In-Page Floating Assistant Dock

A discreet floating control widget directly inside Google Forms and Microsoft Forms. Switch candidate personas and toggle the live Target JD drawer with Alt + Shift + F.

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Customizable

Multi-Persona Profile Management

Create and switch between distinct candidate profiles (e.g. AI Engineer, Full Stack, SDE-2) with unique skills, expected CTC brackets, and portfolio links.

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Enterprise Security

AES-GCM-256 Encrypted Backups

Protect your candidate information with military-grade Web Crypto API encryption. Includes strict anti-XSS DOM sanitization, anti-SSRF protections, and local storage.

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Interactive Interface Tour

Engineered for Seamless Speed & Privacy

Explore Fillvyn's modular interface designed for speed, zero-click autofill convenience, and complete local privacy.

Workflow Accelerator

In-Page Floating Assistant

A discreet in-page floating widget that activates when Google Forms or Microsoft Forms load. Switch profiles, select local AI models, or inject a Job Description with zero tab switching.

Collapsible Target JD drawer for dynamic context injection
Instant profile & LLM switcher right beside the Auto-Fill trigger
Zero DOM disruption with isolated shadow-style styling
Keyboard shortcut trigger: Alt + Shift + F
Default Profile (Alex Morgan)
llama3.2:latest
Floating shortcut: Alt + Shift + F
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Hardware & System Compatibility

Runs on Any Laptop or Workstation

Choose whether you want 100% private on-device generation with Ollama or zero-footprint cloud execution.

Best for 8GB LaptopsTier 1

Entry-Level (Smooth CPU)

Target Models
llama3.2:1b, llama3.2:3b, phi3:mini
Processor (CPU)
Intel Core i5 (8th Gen+) / AMD Ryzen 5 3000+ / Apple M1
Memory (RAM)
8 GB RAM
Graphics (GPU)
Integrated (Intel Iris Xe, AMD Radeon, Apple M1/M2)
Storage
10 GB SSD
100% Free & Zero Cloud Bills
Optimal BalanceTier 2

Recommended (Fast & Sharp)

Target Models
llama3.2:3b, mistral:7b, deepseek-r1:7b
Processor (CPU)
Intel Core i7 (11th Gen+) / AMD Ryzen 7 5000+ / Apple Silicon M2/M3
Memory (RAM)
16 GB RAM
Graphics (GPU)
NVIDIA GTX 1650 / RTX 3050 / RTX 4050+ (4-6 GB VRAM)
Storage
20 GB NVMe SSD
100% Free & Zero Cloud Bills
Maximum QualityTier 3

Power User (Heavy RAG)

Target Models
llama3.1:8b, deepseek-r1:8b, qwen2.5:7b
Processor (CPU)
Intel Core i7/i9 (12th Gen+) / AMD Ryzen 7/9 / Apple M-Pro/Max
Memory (RAM)
16 GB – 32 GB RAM
Graphics (GPU)
NVIDIA RTX 3060 / 4060 / 4070+ (8 GB+ VRAM) or Apple Unified 16GB+
Storage
30 GB NVMe SSD
100% Free & Zero Cloud Bills
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Fast 3-Minute Setup

How to Install & Configure Fillvyn

Follow the quick steps below to load the Chrome Extension and connect your free local Ollama AI model.

Step 1: Install in Chrome

Chrome Web Store / Developer Mode

Official Chrome Web Store
1-click instant installation & automatic updates
Get Extension
1
Open Extension Manager:

Navigate to chrome://extensions/ in Google Chrome, Edge, Brave, or Arc.

2
Enable Developer Mode:

Toggle the Developer mode switch in the top-right corner of the page.

3
Load Unpacked Extension:

Click Load unpacked and select the Fillvyn project directory.

4
Pin to Toolbar:

Pin the Fillvyn icon to your browser bar and press Alt + Shift + F on any Google Form!

Compatible with Chrome 100+, Brave, Edge, Opera, and Arc

Step 2: Free Local Ollama Setup

100% Offline & Zero API Subscriptions

A. Pull Recommended Lightweight ModelFast (3B Parameters)
ollama pull llama3.2
B. Windows Setup (PowerShell / System Properties)CORS Origin
[System.Environment]::SetEnvironmentVariable("OLLAMA_ORIGINS", "*", "User")

Or press Win + R, run sysdm.cpl, click Environment Variables, add OLLAMA_ORIGINS = *, then restart Ollama.

C. Detect in Fillvyn Options

Open Fillvyn Options → AI & Local LLM Setup → Click Detect Models → select llama3.2.

Default Endpoint: http://localhost:11434
Why Choose Fillvyn

How Fillvyn Compares

See how Fillvyn's intelligent RAG architecture compares against ordinary form autofillers and manual copy-pasting.

Scroll horizontally to compare all features
Feature & Capability
Fillvyn AI
Generic Auto-FillersManual Copy-Paste
RAG Resume & GitHub README Ingestion
Chunks and retrieves factual metrics from real files
Smart Numeric & LPA Formatting (e.g. 14 LPA vs 14)
Converts between textual compensation & numeric constraints
Manual Math
100% Offline Local Ollama LLM Execution
Zero cloud latency, zero external data transfer
Target Job Description (JD) Live Alignment
Aligns technical responses to specific employer JD keywords
Slow & Tedious
Multi-Persona Profile Switching (Alt + Shift + F)
Instant switch between Frontend, SDE-2, AI, etc.
Limited (1 Profile)
Zero Subscription Cost & No Telemetry Tracking
Open-source, free local models with zero cloud bills
Varies
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Frequently Asked Questions

Got Questions? We've Got Answers.

Learn more about Fillvyn's privacy guarantees, offline RAG retrieval, and form compatibility.

Fillvyn natively supports all Google Forms and Microsoft Forms (including forms.office.com and forms.cloud.microsoft). It dynamically inspects field containers, question titles, helper text, and input formats (radio pills, check boxes, short text, and multi-line essays).

Ready to streamline your form workflows?

Install Fillvyn today. Auto-fill Google Forms and Microsoft Forms with 100% private on-device RAG in under 3 minutes.

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Community & Help Center

Connect with Fillvyn

Have feedback, questions about local Ollama models, or need engineering assistance?

Direct Support & Contact

Connect directly with our engineering team for assistance with local Ollama setup, custom JD parsing, or enterprise setups.

Share Your Feedback

Rate your experience, submit feature requests, and help shape our upcoming browser automation roadmap.

Privacy & Data Security

Review our zero-telemetry architecture, on-device AES-GCM-256 storage details, and local Ollama guarantees.