Skip to content
@GlucoseDAO

GlucoseDAO

GlucoseDAO

Innovative decentralized science project focused on glucose prediction and health optimization, combining technology with community-driven healthcare solutions.

The project aims to develop an open-source glucose prediction system while building a collaborative community focused on health and longevity. Built on existing language models, working towards integrating RAG (Retrieval-Augmented Generation), hybrid search, and AI agent workflows. Developed using open-source libraries from Longevity Genie and Glucobench Also transformer model used is from Gluformer repo

Key Features

  • Glucose based repositories: All content is oriented to this particular approach, be it prediction model, sorting and processing data or presenting
  • Hybrid Search Capabilities: Combines traditional search methods with advanced semantic search techniques.
  • AI Agent Workflows: Utilizes orchestration logic to streamline interactions between LLMs and external tools.

Repositories:

  • just-chat: Fork which on the branch glucosedao has the code for the chat deployment used in this project.
  • sugar-sugar: The base for the sugar prediciton game.
  • glucosedao: The base for the huggingface UI deployment.
  • dia-linkeness: OAKvar module for finding diabetic related genes.
  • glucobench: Fork for testing various prediction models.

Interesting Fact

We actually have a chat for people to ask questions directly about the organisation and project on this adress. The repo to do a similar chat for your project/organisation can be found on the Longevity Genie page, just-chat

Popular repositories Loading

  1. sugar-sugar sugar-sugar Public

    Game to predict glucose values

    Python 5 5

  2. cgm_format cgm_format Public

    Converter from different popular CGM data export formats and datasets to a unified format suitable for ML training and inference

    Python 4 1

  3. glucosedao.github.io glucosedao.github.io Public

    2 2

  4. glucosedao glucosedao Public

    Python 2 1

  5. glucose_data_processing glucose_data_processing Public

    Script to process glucose data for machine learning.

    Python 2 2

  6. glucose-neuralforecast glucose-neuralforecast Public

    repository to experiment with neuralforecast library to predict glucose

    Python 2

Repositories

Showing 10 of 15 repositories

Top languages

Loading…

Most used topics

Loading…