Skip to content

Latest commit

 

History

1 Commit

Folders and files

NameName
Last commit message
Last commit date
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Lucid Subnet

A Bittensor subnet for real-time knowledge verification and grounding. Miners serve verified, up-to-date information about packages, APIs, documentation, and technical facts. Validators score responses based on accuracy, freshness, and completeness.

Overview

Lucid brings real-time knowledge to the Bittensor network. Instead of relying on static training data, miners in this subnet provide live-verified answers about:

  • Package versions — npm, PyPI, crates.io, and more
  • API documentation — current endpoints, parameters, and responses
  • Framework changes — breaking changes, migration guides, deprecations
  • Technical facts — grounded in live data, not hallucinated

Validators independently verify miner responses against authoritative sources and score them on accuracy, freshness, and response time.

Architecture

Validator                          Miner
   |                                 |
   |--- Query (package/api/doc) ---->|
   |                                 |--- Fetch live data
   |                                 |--- Verify & format
   |<------ Response ----------------|
   |
   |--- Score (accuracy, freshness)
   |--- Set weights on-chain

Getting Started

Prerequisites

Installation

git clone https://github.com/get-Lucid/Lucid-Subnet.git
cd Lucid-Subnet
pip install -r requirements.txt

Running a Miner

python neurons/miner.py --wallet.name <wallet> --wallet.hotkey <hotkey> --netuid <netuid> --subtensor.network test

Running a Validator

python neurons/validator.py --wallet.name <wallet> --wallet.hotkey <hotkey> --netuid <netuid> --subtensor.network test

Incentive Mechanism

Miners are scored on three dimensions:

  1. Accuracy — Does the response match the ground truth from authoritative sources?
  2. Freshness — Is the data current, not stale or outdated?
  3. Speed — How quickly does the miner respond?

Validators send queries to miners, independently verify the responses, and set weights accordingly through Yuma Consensus.

Links

License

MIT

About

Bittensor subnet for real-time knowledge verification. Miners serve live package, API, and documentation data. Validators score on accuracy and freshness.

Topics

Resources

Stars

1 star

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages