🤖 Data Agents Platform
@HotTechStack
Data Agents are intelligent assistants built by data engineers to help non-data professionals navigate the organization’s data infrastructu
Overview
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.
