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

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Federico Weill
Project Owner

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

Funding Awarded

$25,000 USD

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Status

  • Overall Status

    🛠️ In Progress

  • Funding Transfered

    $16,000 USD

  • Max Funding Amount

    $25,000 USD

Funding Schedule

View Milestones
Milestone Release 1
$8,000 USD Transfer Complete TBD
Milestone Release 2
$8,000 USD Transfer Complete TBD
Milestone Release 3
$9,000 USD Pending TBD

Project AI Services

No Service Available

Overview

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. 

Proposal Description

Compnay Name

Txpipe

Service Details

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. 

The Jupyter Notebook will be connected to the Cardano blockchain, allowing developers to work with data stored on the blockchain. 

Problem Description

We are aiming to solve the challenge of easily setting up a development environment connected to the Cardano blockchain for Artificial Intelligence (AI) and Machine Learning (ML) projects. With the emergence of blockchain technology and the increasing demand for decentralized applications, the Cardano platform has become a popular choice for developers. However, setting up a development environment for AI and ML projects on the Cardano blockchain can be difficult and time-consuming. This is due to the complexity of the Cardano blockchain and its many components. Additionally, developers must be familiar with the Cardano network before developing applications. Our solution aims to simplify the set-up process for developers by providing an easy-to-use, comprehensive development environment that integrates seamlessly with the Cardano blockchain. This environment will provide developers with the necessary tools and resources to quickly get up and running with their AI and ML projects on the blockchain.

We believe our solution will provide developers with the necessary resources to quickly and easily set up a development environment connected to the Cardano blockchain for AI and ML projects.

Solution Description

Txpipe will offer access to a cloud-based Jupyter Notebook that is connected to the Cardano blockchain running a Python Kernel. This will enable researchers and developers to work with the blockchain without requiring the installation of a node or any other service to query the on-chain data. This notebook will run on the Demeter.run platform, taking advantage of all the services and features that the ecosystem offers. Developers will gain instant access to a node that runs on their preferred network (mainnet, preprod, preview), along with some of the most used libraries and services available on the ecosystem (ogmios, kupo, dbsync, submitapi, etc.), and any other service that may be integrated into Demeter.run in the future.

Deliverables

Technical documentation with implementation details. A video recording of a Jupyter notebook running on Demeter platform.

A Video with fully connected Jupyter Notebook running on a staging environment.

1- Online access to documentation through Demeter.run documentation site and a starter-kit showing how to use the Jupyter-notebook. 2- A Feature button to access the Jupyter notebook interface in the Demeter.run development console. 3- A video walking through the process of launching a jupyter notebook from within Demeter.run

Related Links

Website: demeter.run , txpipe.io

https://swae-prod.s3.amazonaws.com/proposals.deepfunding.ai/9984560a-e1a7-4aaf-ad13-9aa59d169610.pdf?1674223617304 

Long Description

Cloud Based Jupyter Notebook Connected to Cardano Blockchain for AI and Machine Learning

Objective: Create a cloud based Jupyter Notebook connected to the Cardano blockchain for AI and Machine Learning work. 

Description: 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. 

The Jupyter Notebook will be connected to the Cardano blockchain, allowing developers to work with data stored on the blockchain. 

Deliverables: - A cloud-based Jupyter Notebook accessible by users through Demeter.run connected to the Cardano blockchain - Documentation for developers on how to access and use the Jupyter notebook to perform basic operations on the blockchain data.

Timeline: This project is estimated to take 3 months to complete. 

Budget: The estimated budget for this project is $25,000.

3 months Fullstack developer - 18.000

1 month part-time technical writer - 1.000

1 month full-time SRE -4.000

3 months infrastructure for development - 2.000

AI Services

Proposal Video

Acquiring insight through machine learning and AI

13 February 2023
  • Total Milestones

    3

  • Total Budget

    $25,000 USD

  • Last Updated

    8 Mar 2024

Milestone 1 - Technical analysis PoC prototype

Status
😀 Completed
Description

We will implement a running Jupyter notebook in the Demeter.run platform accessible through a cloud-based environment. The Jupyter Notebook IDE can be selected at the moment of creating a workspace as an option to VS Code. This Poc is not yet ready for a release to production but is intended to prove the technical feasibility and complete the required changes in the platform for allowing selection of different IDEs when creating workspaces.

Deliverables

Budget

$8,000 USD

Milestone 2 - Integration with Cardano infrastructure through Demeter.run

Status
😀 Completed
Description

At this stage the Jupyter notebook will fully integrated and running within the Demeter.run platform with access to all the Cardano infrastructure and services provided by Demeter. With this milestone completed users should be able to select the Jupyter Notebook as an IDE when creating a new Workspaces. Inside the Jupyter Notebook they should be able to access all the available extensions in Demeter for interfacing with the blockchain in the same way these services are available when creating a VS Code Workspace. The functionalty will be deployed to our staging environment.

Deliverables

Budget

$8,000 USD

Link URL

Milestone 3 - Documentation and Final release to the production environment

Status
🧐 In Progress
Description

Documentation on how to access and use the Jupyter notebook interface on Demeter, together with some basic examples on how to query on-chain data. Jupyter notebook will be accessible through the website Demeter.run and used as any other feature in the platform.

Deliverables

Budget

$9,000 USD

Link URL

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