Build Your Agent

An open-source initiative by the DeepModeling community for constructing intelligent agents in scientific research

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Overview

Build Your Agent is a comprehensive collection of production-ready intelligent agents designed for real-world scientific research challenges. Our mission is to democratize AI agent development by providing well-architected examples that demonstrate practical design patterns and implementation methods.

We focus on creating agents that follow a systematic architecture: Perception → Planning → Execution → Feedback, enabling researchers to tackle complex scientific problems with AI-powered assistance.

🚀 Featured Agents

1. SRAgent - Advanced Symbolic Regression System

agents/SRAgent/

Transform raw data into interpretable mathematical models through multi-agent collaboration.

• Features: Deep literature research, automatic report generation, iterative optimization
• Use Case: Discovering mathematical relationships in experimental data

2. DPA Calculator - Materials Science Computation

agents/dpa_calculator/

Perform advanced materials calculations using Deep Potential models on Bohrium platform.

• Features: Structure optimization, phonon calculations, natural language interface
• Use Case: Materials property prediction and structure analysis

3. Paper Search Demo - Research Literature Assistant

agents/paper_search_demo/

A beginner-friendly agent for searching and analyzing scientific papers from arXiv.

• Features: Paper retrieval, literature analysis, MCP integration
• Use Case: Literature review and research exploration

4. Thermoelectric MCP - Specialized Materials Analysis

agents/thermoelectric_mcp/

Calculate thermoelectric properties of materials using advanced computational methods.

• Features: Property predictions, cloud-based calculations
• Use Case: Thermoelectric materials research and optimization

5. ADK UI Starter - Universal Agent Interface

agents/adk_ui_starter/

A plug-and-play web UI framework for any Google ADK agent - no frontend coding required.

• Features: Zero-code integration, real-time chat, file management
• Use Case: Rapid agent deployment with professional UI

🎯 Application Scenarios

Build Your Agent supports diverse scientific research workflows:

• Literature Review & Synthesis: Automated paper search, analysis, and review generation
• Materials Design & Optimization: Structure prediction, property calculation, and screening
• Mathematical Modeling: Symbolic regression and equation discovery from data
• Drug Discovery: Molecule screening based on multiple drug-likeness properties
• Omics Data Analysis: Cross-domain data integration and automated analysis
• Custom Research Workflows: Extensible framework for domain-specific applications

🚦 Getting Started

1. Choose an Agent: Select from our featured agents based on your research needs
2. Follow Setup Guide: Each agent includes detailed installation and configuration instructions
3. Customize & Extend: Modify agents for your specific requirements or build new ones
4. Deploy & Share: Use our UI framework for rapid deployment and collaboration

📚 Documentation & Resources

• Agent Development Guides: Step-by-step tutorials for building custom agents
• Architecture Documentation: Detailed explanation of the Perception → Planning → Execution → Feedback pattern
• API References: Comprehensive documentation for all agent tools and interfaces
• Example Notebooks: Jupyter notebooks demonstrating agent capabilities

🤝 Community & Contribution

Build Your Agent is an open-source project welcoming contributions from the global research community:

• Submit New Agents: Share your domain-specific agents
• Improve Existing Agents: Enhance features and capabilities
• Report Issues: Help us improve by reporting bugs and suggesting features
• Join Discussions: Participate in our community forums and development discussions

🌟 Vision

We envision a future where every researcher has access to intelligent AI assistants tailored to their specific domain. By providing high-quality examples and a robust framework, we aim to accelerate scientific discovery through the democratization of AI agent technology.

📄 License

This project is licensed under the terms specified in the LICENSE file.

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Start building your intelligent research assistant today!