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An MLflow plugin that enables natural language conversations with your MLflow server using LLM providers like OpenAI and Ollama.

Project description

MLflow Assistant

CI/CD Pipeline Coverage PyPI version Python versions License

mlflow-assistant is an MLflow plugin that enables natural language conversations with your MLflow server using LLM providers like OpenAI and Ollama.

Features

  • Interact with your MLflow server using natural language.
  • Powered by large language models (LLMs).
  • Easy integration with MLflow.

Installation

To install the package, use:

pip install mlflow-assistant

Requirements

  • Python >= 3.9
  • MLflow >= 2.21.0, < 3.0.0

Usage

Example: Initialize MLflow Client

You can use the get_mlflow_client function to initialize an MLflow client:

from mlflow_assistant.core.core import get_mlflow_client

client = get_mlflow_client()
print(client)

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