How It Works

Discover AI Resources Made Simple

Think of us as Netflix for AI Software. We aggregate 50,000+ AI models and tools from GitHub and Hugging Face in one easy-to-use platform.

What is Futurne?

We make finding AI tools and models as easy as watching Netflix or shopping on Amazon

Like Netflix for AI Software

Just like Netflix shows you movies and shows in one place, Futurne shows you AI software and models in one unified platform.

Like Google for AI Tools

Instead of manually searching GitHub and HuggingFace separately, search both platforms at once with smart AI-powered search.

Like Amazon Filters for AI

Filter by category, task type, framework, and license just like shopping filters - find exactly what you need fast.

What Are AI Tools and AI Models?

Simple explanations with real-world examples you'll recognize

AI Tools
From GitHub

Like apps on your phone but for developers

Whisper

Converts speech to text (like Siri's ears)

50,000+ stars

TensorFlow

Building blocks for creating AI (like LEGO)

180,000+ stars

Stable Diffusion

Creates images from text descriptions

55,000+ stars
AI Models
From HuggingFace

Pre-trained AI "brains" ready to use

Llama 2

Can write and answer questions (like ChatGPT)

10M+ downloads

YOLO

Can identify objects in photos (that's a dog!)

5M+ downloads

mBERT

Can translate between 100+ languages

8M+ downloads

What Do We Actually Pull?

Complete transparency about where our AI resources come from

From GitHub
500+ Stars Required

Only popular, well-maintained AI repositories

We DO Pull:

  • ✓ AI tools with 500+ stars
  • ✓ Machine learning frameworks
  • ✓ Deep learning libraries
  • ✓ NLP, Computer Vision, Audio tools

We DON'T Pull:

  • ✗ Personal projects (<500 stars)
  • ✗ Non-AI code repositories
  • ✗ Abandoned projects
  • ✗ Random calculators or games

Example: PyTorch (100k+ stars) ✓ | Random calculator (10 stars) ✗

From HuggingFace
Top 500 Downloads

Most popular and trusted AI models

We DO Pull:

  • ✓ Top 500 most downloaded models
  • ✓ Verified and popular models
  • ✓ LLMs, Vision models, Audio models
  • ✓ Models with millions of downloads

We DON'T Pull:

  • ✗ Experimental models (<1000 downloads)
  • ✗ Broken or incomplete models
  • ✗ Untested personal models
  • ✗ Low-quality models

Example: Llama 2 (10M downloads) ✓ | Test model (10 downloads) ✗

Important: We Don't Host Files

We DON'T download or host any actual code or model files. We only show you information (description, stars, downloads, license) and provide links to the original sources. When you find something you like, you'll click through to GitHub or HuggingFace to download/use it from there.

How Our Smart Search Works

Not just keyword matching - our AI understands what you actually mean

Regular Search

GitHub & HuggingFace (keyword only)

You type:

"image generation"

Computer looks for exact words

❌ Problem:

If you search "create pictures from text" it won't find anything because the exact words don't match

Smart Search (Futurne)

AI-powered semantic understanding

You type:

"create pictures from text"

AI understands: You want image generation

✨ Magic:

Shows relevant results:

  • • Stable Diffusion
  • • DALL-E implementations
  • • Text-to-image models

How Filters Work

Just like shopping on Amazon - filter to find exactly what you need

Category Filter

Like shopping departments

Natural Language Processing

Tools that understand/generate text (chatbots)

Computer Vision

Tools that understand images/videos (facial recognition)

Audio Processing

Tools that work with sound (like Shazam)

Task Type Filter

What specific job you need done

Text Generation

Writing text automatically (like ChatGPT)

Image Classification

Identifying what's in pictures

Speech Recognition

Converting voice to text (like Siri)

Framework Filter

Like choosing iOS vs Android

PyTorch

Popular AI toolkit #1

TensorFlow

Popular AI toolkit #2

Why it matters

Developers specialize in one toolkit

License Filter

Legal permission to use it

MIT

Free for anything, even commercial

Apache

Free but with legal protections

GPL

Free but must share modifications

Real-World Use Cases

See how Futurne saves hours of searching time

Student Learning AI

"I want to build a chatbot but don't know where to start"

Without Futurne:

  • Google → 1000 confusing results
  • GitHub → millions of repositories
  • Give up (too overwhelming)

With Futurne:

  • Search "chatbot for beginners"
  • Filter: "Text Generation" + "MIT License"
  • Sort by: Popularity
  • Pick from top 5 beginner-friendly options

5 hours → 10 minutes

Business Owner

"I need to add image recognition to my app"

Without Futurne:

  • Hire expensive consultant
  • Manually research options for weeks
  • Check legal compliance for each one

With Futurne:

  • Filter: "Computer Vision" + "Image Classification"
  • Add: "Apache License" for business use
  • Sort by: Most Popular
  • Choose from top 5 with clear info

2 weeks → 1 hour

Developer

"I need a PyTorch model for translation"

Without Futurne:

  • Search HuggingFace → 2000 translation models
  • Manually check which are PyTorch
  • Read docs to find quality ones

With Futurne:

  • Filter: "Translation" + "PyTorch"
  • Sort by: Downloads
  • See top 5 options with ratings
  • Click through to use immediately

3 hours → 5 minutes

Why Choose Futurne?

See how we compare to searching GitHub and HuggingFace directly

FeatureFuturneGitHubHuggingFace
Search Both Platforms

Code only

Models only

AI Smart Search

Keywords only

Keywords only

Quality Filtered

500+ stars

All repos

All models

AI-Specific Filters

General filters

⚠️

Limited

License Filtering⚠️

Manual check

⚠️

Manual check

Time to Findminuteshourshours

Save 10x Time

Search both platforms at once with smart filters. Find what you need in minutes instead of hours.

How Discovery Works

Find AI resources from GitHub and Hugging Face in three simple steps

1
Search & Filter

Browse 50,000+ AI resources from GitHub and Hugging Face. Use AI-powered semantic search or traditional filters.

  • Semantic AI search
  • Filter by category/framework
  • Sort by popularity
  • Recently added resources
2
Explore & Compare

View detailed information about models and tools including stars, downloads, licenses, and frameworks.

  • Rich metadata
  • License information
  • Framework compatibility
  • Activity indicators
3
Use from Source

Click through to GitHub or Hugging Face to access, fork, or download resources directly from their source.

  • Direct source links
  • Documentation access
  • Community support
  • Open-source freedom

Enhanced User Features

Personalize your experience with favorites, community, and more

1
Create Free Account

Sign up to unlock personalized features like favorites, community discussions, and recommendations.

  • Quick sign-up
  • Social login
  • Free forever
  • No credit card
2
Save Favorites

Bookmark AI resources you love and build your personal collection for easy access later.

  • Unlimited bookmarks
  • Organize collections
  • Sync across devices
  • Quick access
3
Join Community

Engage with other AI enthusiasts, ask questions, and share insights about AI tools and models.

  • Discussion forums
  • Q&A platform
  • Expert answers
  • Networking

Frequently Asked Questions

Everything you need to know about our platform

What is Futurne in simple terms?

Think of Futurne as Netflix for AI software. We show you all the best AI tools and models in one place, so you don't have to search GitHub and HuggingFace separately. It's like having a smart search engine specifically for AI resources.

What do you mean by 'AI tools' and 'AI models'?

AI Tools (from GitHub) are like apps on your phone for developers - software you use to build AI features (like TensorFlow or Whisper). AI Models (from HuggingFace) are pre-trained AI 'brains' that already know how to do specific tasks (like ChatGPT-style models or image recognition).

What exactly do you pull from GitHub and HuggingFace?

From GitHub: Only AI-related repositories with 500+ stars (popular, quality projects). From HuggingFace: Top 500 most downloaded models. We DON'T pull personal projects, experimental code, or low-quality models. We only show you the best.

Do you download the actual files?

No! We only show you information about AI resources and provide links to the original sources. When you find something you like, you click through to GitHub or HuggingFace to download/use it directly from them.

How is your search different from GitHub/HuggingFace?

Regular search only finds exact words. Our AI-powered semantic search understands what you mean. For example, if you search 'create pictures from text', we'll show you image generation tools even though you didn't use those exact words.

Is Futurne free to use?

Yes! Futurne is completely free for all users. We aggregate open-source AI resources and help you discover them easily at no cost.

Why should I use Futurne instead of going directly to GitHub/HuggingFace?

Time savings! Instead of spending hours searching both platforms separately, filtering through low-quality projects, and checking licenses manually - we do all that for you. Find what you need in minutes instead of hours.

How often do you update the AI resources?

We sync with GitHub and HuggingFace every week to add new resources and update metrics (stars, downloads). We also run daily quick updates to keep popularity metrics fresh.

Ready to Discover AI Resources?

Join thousands of developers and researchers exploring 50,000+ open-source AI resources

Try searching for:

Image generation
Chatbot
Speech recognition
Object detection