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awesome-decentralized-ai

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A list of tech, applications and resources in Decentralized AI

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<h1 align="center">
	🦾 Awesome Decentralized AI
	<p align="center">
		<a href="https://discord.com/invite/bHnFgSTKrP" target="_blank">
			<img src="https://img.shields.io/discord/1133675019478782072?label=Join%20Discord">
		</a>
		<a href="https://twitter.com/e2b_dev" target="_blank">
			<img src="https://img.shields.io/twitter/follow/Galadriel_AI">
		</a>
	</p>
</h1>

# Awesome Decentralized AI

A list of tech, applications and resources in Decentralized AI.

## Blockchains

* [0G](https://0g.ai/): data availability chain for AI
* [Fetch.ai](https://fetch.ai/): network for AI agents
* [Galadriel](https://galadriel.com/): network for AI apps and agents
* [Nim](https://nim.network/): AI gaming chain
* [Morpheus](https://github.com/MorpheusAIs/Docs): network for AI agents
* [Vanna](https://www.vannalabs.ai/): network for AI

## Applications
* [AI Arena](https://gtarena.super.site/): a game where user-trained AIs fight
* [Botto](https://twitter.com/bottoproject): a decentralized autonomous artist
* [Numerai](https://numer.ai/): decentralized stock market prediction competitions
* [Worldcoin](https://worldcoin.org/): decentralized human identity verification

Application platforms:

* [MyShell](https://myshell.ai/): AI companion and app platform
* [SingularityNET](https://singularitynet.io/) - AI app platform

## Training

* [Bittensor](https://bittensor.com/): decentralized training marketplace
* [Gensyn](https://www.gensyn.ai/): ML compute provider
* [Allora](https://www.allora.network/): decentralized model development network

## Inference

* [ddkang/zkml](https://github.com/ddkang/zkml): ZKML inference library (unmaintained)
* [Giza](https://www.gizatech.xyz/): ZKML research company
    * [gizatechxyz/orion](https://github.com/gizatechxyz/orion): ZKML inference library
* [Hyperspace](https://aios.network/): peer-to-peer AI network
* [Modulus Labs](https://www.modulus.xyz/): ZKML research company
* [ORA](https://www.ora.io/): OPML and ZKML research company
    * [ora-io/opml](https://github.com/ora-io/opml): Ora's optimistic ML inference library
    * [socathie/circomlib-ml](https://github.com/socathie/circomlib-ml): ZKML circuit library (by Chieft Scientist at ORA)
* [Ritual](https://docs.ritual.net/): on-chain inference provider
	* [ritual-net/infernet-ml](https://github.com/ritual-net/infernet-ml): Python SDK for ML inference workflows
* [zkonduit/ezkl](https://github.com/zkonduit/ezkl): ZKML inference library

## General purpose GPU

* [Exabits](https://www.exabits.ai/): decentralized GPU compute
* [io.net](https://io.net/): decentralized GPU compute
* [Render Network](https://rendernetwork.com/): decentralized GPU compute

## RAG and tools
* [Dria](https://dria.co/): public repositories of knowledge for RAG
* [NeverMined](https://nevermined.io/): decentralized AI payments protocol
* [Shinkai](https://www.shinkai.com/): embedded file system for RAG (VectorFS) and tool provider for LLM apps

## Data

* [Fraction](https://fractionai.xyz/): decentralized data annotation provider
* [Grass](https://www.getgrass.io/): decentralized scraping network for training data
* [Ocean protocol](https://oceanprotocol.com): monetizing datasets

## Standards

* [Agent Protocol](https://agentprotocol.ai/): standard interface for AI agents

## Related lists
* [awesome-ora](https://github.com/ora-io/awesome-ora)

# Contributing

To add anything, please open an issue or pull request.

Rules: 
* Within a section, projects are ordered alphabetically.
* Anything you add must have an existing public website, repository and/or docs. The page should be descriptive enough that it is possible to understand what the project is about, and the project should have more substance than just an announcement.
* The project should be strongly relevant to Decentralized AI.
* No waitlist-only products.
* No shilling tokens.

We (maintainers of this repo) will use our best judgement to add only the things we believe are valuable for the community.

awesome-decentralized-ai

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