Connecting SingularityNET to DataUnion.app

DataUnion.app is building DataUnions-as-a-service for AI ready data and co-owned insights. As we are expanding the number of DataUnions building with our technology stack, we are looking to integrate with AI marketplaces to monetize the AI created on top of their data. SingularityNET is THE decentralized AI marketplace so integration is a must.

Soubir Acharya

Project owner

Automated HuggingFace to SNET Pipeline

HuggingFace is where a lot of AI models and applications live today. We propose a UI driven fully automated conversion of these applications and models to SingularityNet services. AI developers can transition from a limited Dev experience to production ready Web3 enabled AI service that they can share with the world and get paid for.

Knowledge-Based Question Answering System

This service is an extension to an already running service on Enigma AI platform (https://platform.enigma-ai.com/), It is intended to work as a knowledge-based question-answering system. The cost of running this service is still too high to be opened to small and medium businesses but it could be optimized using a new technology called Adapters which will significantly lower operation costs and make it suitable to work as an add-on in other platforms or websites.

GPT for sNET & Cardano

This proposal outlines the integration of open.ai - ChatGPT with Discord to improve the accuracy and relevance of the model's responses on Cardano and SingularityNET-related topics. By using Discord chats to train the model, we aim to create a ChatGPT that is a mastermind on all things related to Cardano and SingularityNET, making it a valuable resource for the community."

Community based mentorship

Community members have a range of skills and experiences. The idea of this proposal is to design a model on how to build a community accelerator that includes members that are experts in various areas (i.e. AI, Strategy, fundraising…) and that could help funded projects in scaling to the next level. In the next fund, this model could be implemented to support Deep funding projects in various stages and improve the success ratio.
Our long term goal is to build an AI-powered educational (EduTech), platform and supporting organisations, that are geared to accelerating and embedding the deployment of best in class decentralised AI solutions - via the SingularityNET marketplace.

To undertake this endeavour we have outlined the minimum areas where core capabilities and expertise are required:

1) The ability to develop, build, market, fund, manage and scale an educational enterprise.

A core element of this is the development and delivery of the EduTech enterprise's product, market and channel strategy, and included here are three main elements:

Educational Elements

• Content creation
• Content packaging
• Content delivery

Community Elements

• Client and user awareness
• Client engagement
• Community build
• Community management

System Elements

• Organisation management
• System support

2) The ability to successfully develop a pathway to integrate AI technologies into the development of the educational platform/enterprises

For this ideation proposal, we feel that it adds little value to describe these areas of AI application in any detail - other than to say that they can and are being used already to change the paradigm of education.

And it is the purpose of this proposal to leverage these potential AI interventions to create a next-generation - ‘society 5.0’ EduTech platform, from which different organisations can be ‘spun up’ to serve different use cases for different user bases: such as the provision of consultancy services for organisations wishing to build or engage AI expertise; right through to Individuals, for example, in the continent of Africa who have the ability and desire to become AI app developers, but currently have no access to enable them to reach their potential in this area.

Building Community Town Halls

Singularity Swarm is a virtual community hub for the SingularityNET community, to have a common platform for communication and engagement. The project aims to allocate resources in establishing a DeepFunding Town Hall which empowers and engages the SingularityNet Community and Ecosystem.

Ubio Obu

Project owner

Computer vision based farm status and recommender system

Most ML/AI solutions developed for analyzing farms only end up being used by large farms who have the ability to purchase large technologies that are needed to operate these models.
Our solution makes farm status and recommendation system easily available to all farmers, developers etc who needs it without the need for sophisticated tools.

Eric Duneau

Project owner

Upgrade of the Stable Diffusion service

This is a proposal for improving the existing service Neural Image Generation. The existing service is offering an access to the Stable Diffusion and mini-DallE open-source AIs, but comes with some severe limitations for use by a developer. I propose to improve the capabilities of the service so that it becomes easy to integrate via API, and so that it could compete against similar services currently offered by competitive solutions.

Acquiring insight by using ML and a Jupyter notebook with direct access to Blockchain data.

We will develop a cloud-based Jupyter Notebook that is connected to the Cardano blockchain for the purpose of AI and Machine Learning. This cloud-based Jupyter Notebook will allow researchers and developers to work with the Cardano blockchain without needing to install a node or any other service to query the blockchain. 

Agreement Building Platform

Consenz is an agreements building platform that allows large number of participants to take an active part in discussions and document editing.

kenricnelson

Project owner

Community Contribution Scores

We support the processes around Deep Funding by developing a Contribution Score and community engagement process for users of SingularityNET. These scores are also known as Reputation Scores. In this Round 2 - Pool E: Tooling proposal we also establish the groundwork for creating a more general tool to benefit other organizations and make a user’s contribution score heritable across multiple platforms.

Anthony Oliko

Project owner

Developer Relations Campaign for SingularityNET

This marketing proposal outlines a structured developer relations campaign for SingularityNET across popular social platforms like Twitter, LinkedIn, Discord, etc. The proposed activities include writing and publishing technical articles and tutorials, improving and maintaining a dedicated developer community helpline, providing personalized support and guidance, and continuously updating and improving existing documentation and resources.

Mauro Andreoli

Project owner

Improve Deep Funding Social Media & Publicity

We want to improve the content, accounts, marketing and publicity of the Deep Funding process by attracting new members to the community.
Our goal will be to create original content to spread the values, mission, vision, and opportunities we are pursuing, as well as news about deadlines, projects, progress and teams.

SNET 360 events at the universities

We will deliver workshops (both online and onsite) to universities.

Kevin R.C.

Project owner

Onboard NeuralProphet: a hybrid time-series forecasting library

NeuralProphet is an open-sourced time-series forecasting library. It is a hybrid general additive model that combines the simplicity and usability of Facebook’s Prophet with the performance and flexibility of a neural network. As of date, NP has reached 1.2 million+ downloads and 2,700+ GitHub stars.