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Add comprehensive Agent development tutorials and examples#1

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Add comprehensive Agent development tutorials and examples#1
Copilot wants to merge 2 commits intomainfrom
copilot/add-agent-usage-guides

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Copilot AI commented Feb 11, 2026

Provides foundational guidance and practical experience sharing for AI Agent development, from basic concepts to production-ready implementations.

Content Structure

Tutorial Series (tutorials/)

  • 01-introduction.md - Agent fundamentals, characteristics, and use cases
  • 02-getting-started.md - Environment setup, first Agent, basic patterns
  • 03-core-concepts.md - Architecture deep-dive: LLM, tools, memory, planning
  • 04-practical-examples.md - 5 complete implementations (dialogue, data analysis, file management, code generation)
  • 05-best-practices.md - Prompt engineering, design principles, performance optimization, security
  • 06-advanced-topics.md - Multi-agent systems, long-term memory, evaluation, testing
  • 07-troubleshooting.md - Common issues, debugging strategies, error patterns
  • 08-resources.md - Frameworks (LangChain, AutoGPT, etc.), tools, learning resources

Working Examples (examples/)

  • Simple time-query Agent demonstrating basic tool integration
  • Conversational Agent with memory system
  • Requirements and setup documentation

Example Usage

from langchain.agents import initialize_agent, AgentType
from langchain.chat_models import ChatOpenAI
from langchain.tools import Tool

# Define custom tool
def get_current_time() -> str:
    return datetime.now().strftime("%Y-%m-%d %H:%M:%S")

tools = [Tool(
    name="GetTime",
    func=get_current_time,
    description="获取当前日期和时间"
)]

# Initialize agent
agent = initialize_agent(
    tools=tools,
    llm=ChatOpenAI(model="gpt-3.5-turbo"),
    agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION,
    verbose=True
)

response = agent.run("现在几点了?")

Coverage

  • ~3,700 lines of tutorial content
  • 8 topics from beginner to advanced
  • 5 practical examples with complete code
  • Bilingual Chinese content throughout
Original prompt

想要放置关于agent使用的一些基础指导教程和经验分享


💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.

Co-authored-by: sunshuang1866 <223605647+sunshuang1866@users.noreply.github.com>
Copilot AI changed the title [WIP] Add basic tutorials and experience sharing for agent usage Add comprehensive Agent development tutorials and examples Feb 11, 2026
Copilot AI requested a review from sunshuang1866 February 11, 2026 03:54
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2 participants