DataMate All-in-One Data Work Platform

DataMate is an enterprise-level data processing platform for model fine-tuning and RAG retrieval, supporting core functions such as data collection, data management, operator marketplace, data cleaning, data synthesis, data annotation, data evaluation, and knowledge generation.

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🌟 Core Features

• Core Modules: Data Collection, Data Management, Operator Marketplace, Data Cleaning, Data Synthesis, Data Annotation, Data Evaluation, Knowledge Generation.
• Visual Orchestration: Drag-and-drop data processing workflow design.
• Operator Ecosystem: Rich built-in operators and support for custom operators.

🚀 Quick Start

Prerequisites

• Git (for pulling source code)
• Make (for building and installing)
• Docker (for building images and deploying services)
• Docker-Compose (for service deployment - Docker method)
• Kubernetes (for service deployment - k8s method)
• Helm (for service deployment - k8s method)

Clone the Code

git clone [email protected]:ModelEngine-Group/DataMate.git
cd DataMate

Build Images

make build

Docker Installation

make install INSTALLER=docker

Kubernetes Installation

make install INSTALLER=k8s

🤝 Contribution Guidelines

Thank you for your interest in this project! We warmly welcome contributions from the community. Whether it's submitting bug reports, suggesting new features, or directly participating in code development, all forms of help make the project better.

• 📮 GitHub Issues: Submit bugs or feature suggestions.

• 🔧 GitHub Pull Requests: Contribute code improvements.

📄 License

DataMate is open source under the MIT license. You are free to use, modify, and distribute the code of this project in compliance with the license terms.