Protocol for Collective Intelligence
Make Your Knowledge Queryable Without Giving It Up
SyftHub & Syft Space let you create AI-powered endpoints that others can query while your data stays under your control. Share insights, not raw data.
The Ecosystem
Two Products, One Vision
Together, Syft Space and SyftHub create a decentralized network where knowledge flows without sacrificing control.
Syft Space
Your Personal AI-Powered Knowledge Hub
A decentralized node operated by anyone with knowledge to share. You add your documents, connect an AI model, and create endpoints that others can query. You control who gets access, what they can ask, and whether they pay.
- Upload documents or connect vector databases
- Connect OpenAI, Anthropic, Ollama, or any provider
- Create queryable RAG endpoints
- Set access policies and pricing
SyftHub
The Directory for Collective Intelligence
A registry that maps who has knowledge, what they're willing to share, and how to reach them. No middleman holding data—just the connective tissue that lets seekers find what they need and providers share on their terms.
- Discover knowledge endpoints across the network
- Query multiple sources with full attribution
- Federated RAG and Mixture of Experts
- Transparent source selection
The Flow
How It Works
Core Components
Everything you need to build and share AI-powered knowledge endpoints.
Datasets
Upload documents or connect vector databases like Weaviate, Qdrant, or ChromaDB. Files are automatically indexed for AI search.
Models
Connect OpenAI, Anthropic, Ollama, vLLM, or any OpenAI-compatible provider. Your choice, your keys.
Endpoints
Combine datasets and models into queryable RAG endpoints. Configure output as search results, AI summaries, or both.
Policies
Control access, set rate limits, and configure pricing. Your knowledge, your terms.
How it Works
From Your Data to the Network
Two paths, one ecosystem—publish your knowledge or query the collective
Syft Space
Get Queryable in 3 Steps
Publish your knowledge to the network
Add Your Data
Create a dataset from your documents, files, or folders. Automatic processing and indexing begins immediately.
Create an Endpoint
Combine your dataset with an AI model. Configure access policies, pricing, and test with the built-in query interface.
Publish to SyftHub
Make your endpoint discoverable. Choose visibility, monitor usage, and adjust policies anytime.
SyftHub
Query the Network
Pull insights from multiple sources with full attribution
Select Sources
Choose which endpoints to query—specific data owners, categories, or criteria. Selection is explicit and transparent.
Distribute Query
Query goes to all selected endpoints simultaneously. Each processes on its own infrastructure—data never leaves the owner.
Synthesize with Citations
Responses are combined into a coherent answer with inline citations linking each claim to its source.
"Climate change is accelerating faster than predicted1 with ice sheet loss contributing 40% more to sea level rise.2"
Applications
What Can You Build?
Publishers & Creators
Make your content AI-queryable for your audience. Let readers ask questions and get answers drawn directly from your work while maintaining attribution.
Research Synthesis
Query multiple research institutions and academic databases to synthesize findings on specific topics with full citations.
Enterprise Intelligence
Combine insights from internal documentation, industry reports, and expert analysis for strategic decisions.
Customer Support
Build an AI assistant that knows your product documentation, answering customer questions accurately without human intervention.
Data Monetization
Share valuable insights from your data without exposing the underlying information. Charge for access on your terms.
Internal Knowledge Base
Turn your team's scattered documentation into a searchable knowledge hub that anyone on the team can query.
Why SyftHub & Space
Key Benefits
Privacy-First
Your data never leaves your control. Queries are processed on your infrastructure, and only results are shared.
Selective Sharing
Share insights, not raw data. Control exactly what information is accessible through your endpoints.
Monetization
Set your own pricing and access rules. Get paid when your knowledge is used.
Decentralized Network
Part of a growing network while maintaining complete independence. No single point of control.
Build With Syft
Developer Tools
Syft MCP
Model Context Protocol
Connect AI models to Spaces via the Model Context Protocol for seamless integration.
Python SDK
syft-sdk
Query and integrate Spaces in Python applications with full type support.
TypeScript SDK
@syfthub/sdk
Full-featured SDK for Node.js and browser environments.
What if everyone's knowledge made everyone's AI smarter?
A hospital's research improves a journalist's questions. A publisher's archive sharpens a scientist's model. The best AI would draw on all human knowledge—not just what's been scraped and frozen into weights, but living expertise that updates, corrects itself, and grows. That's only possible if contributing knowledge doesn't mean losing it.
Talk to Our Team
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