A multi-agent AI system with 5 specialized agents — each with a distinct role, working together to assist in building digital products. Powered by Bailian (百炼) API with RAG knowledge base integration.
Builder Agent is not a generic AI assistant. It is a specialized multi-agent system designed around the Builder-System knowledge base, with each agent dedicated to a specific function:
| Agent | Role | Purpose |
|---|---|---|
| Researcher | Information gathering + deep analysis | Maps domain knowledge, finds relevant resources |
| Writer | Document creation in your style | Generates content following your voice |
| Reviewer | Logic checking + jargon detection | Validates reasoning, flags inconsistencies |
| Archivist | Auto-summarization + storage | Manages memory and knowledge persistence |
| BaiHua | Conversation + companionship | Interactive dialogue and emotional support |
User Request
↓
Router → Selects appropriate agent(s)
↓
Agent Execution → Bailian API (Qwen-Max + RAG + Plugins)
↓
Memory Integration → SQLite knowledge base
↓
Response Streamed to User (SSE)
- Frontend: React 19, Vite, Tailwind CSS
- Backend: Express, better-sqlite3
- AI: Bailian API (通义千问 Max, RAG, Plugin system)
- Knowledge Base: Builder-System (104 articles) via Bailian RAG
- Port: 3462 (agent), 3457 (memory API)
- Not a chatbot: Each agent has a narrow, well-defined scope
- Knowledge-grounded: All responses grounded in Builder-System RAG
- Memory-persistent: SQLite-based conversation and knowledge storage
- Plugin-extensible: Leverages Bailian plugin market (search, code, image)
- Architecture design
- Planning document
- System specification
- Core implementation (in progress)
- System Architecture — Technical design and component interaction
- Planning Document — Feature roadmap and agent specifications
git clone https://github.com/Suk-Builder/builder-agent.git
cd builder-agent
npm install
node init-db.js # Initialize SQLite database
npm start # Port 3462Built by Ying Momo as part of the Builder-System ecosystem — a personal knowledge management and digital creation framework.
MIT
本项目属于Builder-System 域II — AI认知：递砖人Agent系统。基于百炼API的5个专属Agent，RAG架构实践。
Builder-System（V4.3，104篇文本、35元概念）→ 了解更多