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Overview

Prometheux Chain is a Python SDK designed to help you create, evolve, and deploy virtual knowledge graphs with ease. The SDK offers the following capabilities:

  • Data Ingestion: Seamlessly integrate data from various sources, including databases and files.
  • Reasoning & Knowledge Augmentation: Perform logical reasoning to derive new insights and augment your existing knowledge base.
  • Explainability: Gain clear explanations of the results generated by the system.

Features​

  • Supports a wide range of data sources.
  • Built-in reasoning engine for deriving new knowledge.
  • Easy-to-understand explanations for enhanced interpretability.
  • Ready-to-use configurations for fast deployment.

Installation​

Requirements​

  • Python 3.9 or higher

Install Using pip​

  1. Set Up a Virtual Environment (recommended):
python3 -m venv myenv
source myenv/bin/activate  # On Windows: myenv\Scripts\activate
  1. Install the SDK from GitHub:
pip install git+https://github.com/prometheuxresearch/prometheux_chain.git

Into Jupyter​

To manually install the library in your Jupyter Lab or Jupyter Notebook follow these steps

  1. Create a new notebook with kernel Python and run the following commands a dedicated cell

  2. Clone the repo

    !git clone https://github.com/prometheuxresearch/prometheux_chain.git

  3. Navigate into the project and install it

    !cd prometheux_chain && pip install -e .

  4. Copy the project into site-packages to allow importing and using it

    !cd prometheux_chain && cp -r prometheux_chain /opt/app-root/lib/python3.x/site-packages

  5. Restart the kernel

To update an existing installation of Prometheux Chain follow these steps

  1. Uninstall the project

    !pip uninstall prometheux_chain -y

  2. Clone the repo if it is not present

    !git clone https://github.com/prometheuxresearch/prometheux_chain.git

    else update it to the latest changes

    !cd prometheux_chain && git pull

  3. Navigate into the project and install it

    !cd prometheux_chain && pip install -e .

  4. Remove an existing installation if present

    !rm -r /opt/app-root/lib/python3.x/site-packages/prometheux_chain

  5. Copy the project into site-packages to allow importing and using it

    !cd prometheux_chain && cp -r prometheux_chain /opt/app-root/lib/python3.x/site-packages

  6. Restart the kernel