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Kontext Copilot is an AI empowered assistant for data analytics that can run on your local computer.

Project description

Kontext Copilot

Kontext Copilot is an AI empowered assistant for data analytics that runs on your local computer.

kontext-copilot-example

Prerequisites

  • Python 3.9+
  • Ollama or other compatible LLM serving tools. Ollama is recommended for the current release.

Installation

pip install kontext-copilot

Launch the tool:

kontext-copilot

For more details about installation, refer to Kontext Copilot Installation

Get started

Kontext Copilot is still at early stage. Please follow the guide below to evaluate the tool and to provide feedbacks.

Get started with Kontext Copilot

Roadmap

kontext-copilot-roadmap

Change logs

Change logs

For developers and contributors

This section shows you how to setup local environment to participate in development of kontext-copilot.

VS Code is recommended.

Setup Python environment

Create virtual environment. Please use Python 3.9.

python -m venv .venv

Activate the virtual environment.

For Windows:

.\.venv\Scripts\activate

For UNIX-alike systems:

source ./.venv/bin/activate

Upgrade pip:

python -m pip install --upgrade pip

Install poetry:

pip install poetry

Refer to https://python-poetry.org/docs/ for details about Poetry.

Install packages:

poetry install

Install pre-commit & Commitizen

poetry add pre-commit

Install pre-commit hook scripts:

pre-commit install
pre-commit install --hook-type commit-msg --hook-type pre-push

(Optional) Run against all files:

pre-commit run --all-files

Commit

Use the following command line to commit changes:

cz c

Build package

poetry build

Initialize local database

Run VS Code task alembic: upgrade to head

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