get_name_profile.py•5.2 kB
# user_profile.py
def get_user_profile():
"""获取用户完整档案 - 基于GitHub简历数据"""
return {
"basic_info": {
"name": "KerryZheng",
"title": "AI Engineer, LLM Engineer, AI Agent Engineer",
"location": "深圳",
"linkedin": "Available on GitHub resume",
"github": "https://github.com/Formyselfonly/resume"
},
"education": {
"degree": "AI Graduate Student",
"focus": "LLM Research, AI Entities and NPCs",
"research": "MemoryRepository for AI NPC (SCI paper published April 2024)"
},
"experience": {
"internship": "2 years of internship experience",
"specialization": "AI Platform Development, NLP, LLMs, AIGC"
},
"technical_skills": {
"frameworks": [
"Dify", "Coze", "RAGFlow",
"LangChain", "LangGraph", "LangSmith",
"FastAPI", "Flask"
],
"ai_platforms": [
"ECommerceGPT - Cross-border eCommerce GPT Efficiency Tool",
"minimax_audiomixing_streamlit - Speech & Mixing Interface",
"StableDiffusion", "ComfyUI"
],
"core_technologies": [
"Large Language Models (LLMs)",
"Prompt Engineering",
"Retrieval-Augmented Generation (RAG)",
"AI Agent Development",
"Game NPCs",
"Chatbots",
"Data Processing & Fine-tuning"
]
},
"projects": {
"ai_tools": [
"ECommerceGPT - Text-based large model for eCommerce operations",
"minimax_audiomixing_streamlit - Audio-to-image tool",
"PromptCompletionsForDifyAI - Automated prompt testing",
"PromptEval - Prompt evaluation system"
],
"research": [
"MemoryRepository for AI NPC - Enables long-term, human-like dialogues",
"AI entities with emotional and partial consciousness systems"
]
},
"achievements": {
"publications": "SCI paper published in April 2024",
"expertise": "Expert in prompt engineering across multiple domains",
"innovation": "Developed solutions for prompt testing time and cost issues"
}
}
def update_user_interest(new_interest):
"""更新用户兴趣"""
# 模拟更新逻辑
return f"已添加新兴趣: {new_interest}"
def get_resume_summary():
"""获取简历摘要"""
return {
"summary": "AI研究生，专注于大模型和人工智能体研究",
"key_achievements": [
"发表SCI论文：MemoryRepository for AI NPC",
"2年实习经验，多个个人项目展示",
"AI中台开发经验丰富",
"Prompt工程专家，多领域应用"
],
"github_link": "https://github.com/Formyselfonly/resume"
}
def get_skills_by_category(category):
"""根据类别获取技能"""
skills_map = {
"frameworks": ["Dify", "Coze", "RAGFlow", "LangChain", "LangGraph", "LangSmith", "FastAPI", "Flask"],
"ai_platforms": ["ECommerceGPT", "minimax_audiomixing_streamlit", "StableDiffusion", "ComfyUI"],
"core_tech": ["LLMs", "Context Engineering","Prompt Engineering", "RAG", "AI Agent Development", "Game NPCs", "Chatbots"],
"research": ["MemoryRepository for AI NPC", "Multi Agent"]
}
if category in skills_map:
return {
"category": category,
"skills": skills_map[category],
"count": len(skills_map[category])
}
return f"类别 '{category}' 不存在，可用类别: {list(skills_map.keys())}"
def get_project_details(project_name):
"""获取项目详细信息"""
projects = {
"ECommerceGPT": {
"description": "跨境电商GPT效率工具",
"technology": "文本大模型",
"purpose": "提升电商运营效率",
"github": "https://github.com/Formyselfonly/ECommerceGPT"
},
"minimax_audiomixing_streamlit": {
"description": "语音&混音接口",
"technology": "文生图工具",
"purpose": "音频到图像转换",
"github": "https://github.com/Formyselfonly/minimax_audiomixing_streamlit"
},
"PromptCompletionsForDifyAI": {
"description": "Prompt自动化测试",
"technology": "自动化测试框架",
"purpose": "解决Prompt测试的时间和成本问题",
"github": "https://github.com/Formyselfonly/PromptCompletionsForDifyAI"
},
"PromptEval": {
"description": "Prompt评估系统",
"technology": "主观和客观评估",
"purpose": "Prompt质量评估",
"github": "https://github.com/Formyselfonly/PromptEval"
}
}
if project_name in projects:
return projects[project_name]
return f"项目 '{project_name}' 不存在，可用项目: {list(projects.keys())}"