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🤖 Data Agents Platform

@HotTechStack

リポジトリホームページ

🤖 Data Agents Platform について

Data Agents are intelligent assistants built by data engineers to help non-data professionals navigate the organization’s data infrastructu

#data-science#database#dataengineering#genai#agentic-ai#mcp-server

基本情報

カテゴリ

データと分析

ライセンス

MIT

ランタイム

node

トランスポート

stdio

公開者

HotTechStack

設定

標準の設定はありません

このサーバーの README には解析可能な MCP 設定ブロックが含まれていません。インストール手順はリポジトリをご確認ください。

リポジトリ

ツール

ツールは検出されませんでした

ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。

概要

What is 🤖 Data Agents Platform?

The platform is an agentic AI that uses generative AI to automate and streamline data engineering workflows. It enables multi-agent collaboration with specialized data engineering agents and supports multiple AI backends.

How to use 🤖 Data Agents Platform?

Deploy with Docker Compose or run locally with pnpm. After starting containers, upload the n8n workflow, configure API keys in Docker Compose and n8n, then visit http://localhost:3000 to interact with agents.

Key features of 🤖 Data Agents Platform

  • Multi-agent collaboration with specialized data engineering agents
  • Multiple backend support (OpenAI, Claude, Gemini, Ollama)
  • n8n integration for agent orchestration
  • Strategy-based approach for various data engineering tasks
  • Modern dark UI inspired by LobeChat
  • Docker ready with Docker Compose

Use cases of 🤖 Data Agents Platform

  • Automate data pipeline building with Pipeline Engineer agent
  • Design data infrastructure using Data Architect agent
  • Analyze and interpret complex data with Data Analyst agent
  • Apply statistical models with Data Scientist agent
  • Ensure data quality and compliance with Governance Specialist agent

FAQ from 🤖 Data Agents Platform

What AI backends does it support?

It supports OpenAI, Claude, Gemini, and Ollama for private deployments.

Can I run the platform without Docker?

Yes, you can run locally using pnpm install and pnpm run dev, optionally with your own hosted n8n instance.

How do I configure API keys?

Update API keys in the Docker Compose file or directly in the n8n workflow blocks for each model provider.

What is the current development status?

The project is in Alpha stage.

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