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https://github.com/user-attachments/assets/f591bc23-3a19-43eb-9c92-e4b5bb3ba57f

💬 Data Agents, Really!

Data Agent is an agentic AI harnessing GenAI to automate and streamline data engineering workflows. By delivering complete, well-prepared data requests, it saves time and reduces bottlenecks across teams.

## ✨ Features - 🤖 **Multi-agent collaboration** - Engage with specialized data engineering agents - 🔄 **Multiple backend support** - Connect to OpenAI, Claude, Gemini or Ollama for private deployments - 🔗 **n8n integration** - Use n8n workflows for agent orchestration - 🎯 **Strategy-based approach** - Different strategies for various data engineering tasks - 🌙 **Modern dark UI** - Beautiful, responsive interface inspired by LobeChat - 🚀 **Docker ready** - Easy deployment with Docker Compose ## 🚀 Quick Start The fastest way to get started is using Docker Compose: ```bash # Clone the repository git clone https://github.com/HotTechStack/dataagents.git cd dataagents # Start the application docker-compose up -d ``` ### 🔧 Setup Steps 1. Once the containers are running, go to n8n at http://localhost:5678 2. Upload the workflow from the `agents/n8n/conversations` directory 3. Configure your API keys: - In Docker Compose: update OpenAI/Claude/Gemini key - In n8n workflow: click on OpenAI/Claude/Gemini model block and add your key - See [n8n documentation](https://docs.n8n.io/integrations/builtin/credentials/openai/#using-api-key) for more details 4. Visit http://localhost:3000 and start interacting with your agents! ## 🧩 Running Locally If you prefer running the application without Docker: ```bash # Clone the repository git clone https://github.com/HotTechStack/dataagents.git cd dataagents # Install dependencies pnpm install # Start the development server pnpm run dev ``` You can still use your own hosted n8n instance or the Docker integrated version while running the frontend locally. ## 🧠 Available Agents - **Data Architect** - Designs data infrastructure and systems - **Pipeline Engineer** - Builds efficient data pipelines - **Data Analyst** - Analyzes and interprets complex data - **Data Scientist** - Applies statistical models and machine learning - **Governance Specialist** - Ensures data quality and compliance ## 🎯 Strategy Types ## 🔮 Upcoming Features We're actively working on the following enhancements: - 🎯 **Strategy Types** - More Strategy Types backend for debate and Continuous Discussion - 📝 **Code Execution** - Run and test code snippets directly in the chat - 🔄 **Workflow Builder**

#dataengineering

🤖 Data Agents Platform