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aidless/README.md

Hi, I'm Liu Zewen (刘泽文) 👋

AI Application Developer | Building agents that think, search, and collaborate.

🎓 Software Engineering @ Qilu Institute of Technology (2026)
🤖 5 AI agent projects — all sharing the BaseAgent Pipeline pattern from HuggingFace Transformers source
📝 I write about what I build
📍 Shandong, China

🧠 Featured: AI Agent Playground

One framework, five agents. 200-line core, shared Pipeline pattern.

Agent What It Does
💬 Chat Conversational AI with system prompts & multi-turn memory
📋 Code Review 15+ languages, flags bugs/security/style issues via AI
📚 RAG Q&A PDF → chunk → embed → ChromaDB → cited answers
👥 Multi-Agent Crew PM → Dev → QA → DevOps, full project from one sentence
📄 Resume Matcher Resume vs JD: match %, missing keywords, improvement tips 
git clone https://github.com/aidless/ai-agent-playground.git
cd ai-agent-playground
uv sync
streamlit run app.py  # All 5 agents in your browser

🛠️ Tech Stack

Python · DeepSeek API · Anthropic SDK · ChromaDB · Streamlit
LangChain · Spring Boot · FastAPI · MySQL · Docker

📊 GitHub Stats

"The market rewards shipping, not studying."

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