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📖 MiniAgent-OpenRouter Documentation Index

Welcome to MiniAgent-OpenRouter! This index will help you find exactly what you need.

🎯 I Want To...

Get Started Immediately

→ Read GETTING_STARTED.md (7.9 KB) Complete step-by-step guide from installation to your first agent.

Understand What This Is

→ Read README.md (6.5 KB) Comprehensive overview with features, usage, and examples.

Set Up in 3 Minutes

→ Read QUICKSTART.md (3.8 KB) Minimal steps to get running fast.

Choose the Right Model

→ Read MODEL_GUIDE.md (6.2 KB) Compare 100+ models, costs, and recommendations.

See What's Included

→ Read PROJECT_SUMMARY.md (6.5 KB) Complete overview of files, features, and architecture.

Validate My Setup

→ Run validate_setup.py (3.8 KB) Test your configuration and API connection.

📁 Project Structure

MiniAgent-OpenRouter/
│
├── 📚 Documentation (6 files)
│   ├── GETTING_STARTED.md    ⭐ Start here!
│   ├── README.md              Main documentation
│   ├── QUICKSTART.md          Quick reference
│   ├── MODEL_GUIDE.md         Model selection help
│   ├── PROJECT_SUMMARY.md     Project overview
│   └── INDEX.md               This file
│
├── 🎯 Examples (4 files)
│   ├── simple_example.py      Basic usage
│   ├── custom_tools_example.py    Create tools
│   ├── advanced_example.py    Complex workflows
│   └── chatbot_example.py     Interactive chat
│
├── 🔧 Core Framework (4 files)
│   ├── miniagent/agent.py     Main agent class
│   ├── miniagent/logger.py    Logging utilities
│   ├── miniagent/tools/__init__.py    Tool system
│   └── miniagent/tools/basic_tools.py Built-in tools
│
└── ⚙️ Configuration (3 files)
    ├── .env.example           Config template
    ├── requirements.txt       Dependencies
    └── validate_setup.py      Setup checker

📚 Documentation Guide

For Complete Beginners

Read in this order:

  1. GETTING_STARTED.md - Setup & first agent
  2. QUICKSTART.md - Quick reference
  3. Run examples/simple_example.py
  4. MODEL_GUIDE.md - Choose models

For Intermediate Users

Read in this order:

  1. README.md - Full overview
  2. PROJECT_SUMMARY.md - Architecture
  3. Run all examples
  4. Study miniagent/agent.py

For Advanced Users

Read in this order:

  1. PROJECT_SUMMARY.md - Quick overview
  2. Study core code in miniagent/
  3. MODEL_GUIDE.md - Optimize model selection
  4. Build custom features

🎓 Learning Path

Phase 1: Setup (10 minutes)

  • Read GETTING_STARTED.md
  • Install dependencies
  • Get OpenRouter API key
  • Run validate_setup.py
  • Run simple_example.py

Phase 2: Basics (30 minutes)

  • Run all example files
  • Read README.md
  • Understand the ReAct pattern
  • Create a custom tool

Phase 3: Understanding (1-2 hours)

  • Read agent.py code
  • Study tool system
  • Read MODEL_GUIDE.md
  • Experiment with models

Phase 4: Building (2-4 hours)

  • Build a small project
  • Create multiple tools
  • Handle errors properly
  • Optimize costs

🔍 Quick Lookup

Need to...

Install?

pip install -r requirements.txt

See: requirements.txt

Configure?

cp .env.example .env
# Edit .env with your API key

See: .env.example

Validate?

python validate_setup.py

See: validate_setup.py

Run Examples?

python examples/simple_example.py

See: examples/ directory

Choose a Model? See: MODEL_GUIDE.md

Troubleshoot? See: GETTING_STARTED.md "Common Issues"

Understand Architecture? See: PROJECT_SUMMARY.md

📊 File Reference

Documentation Files

File Size Purpose Read When
GETTING_STARTED.md 7.9K Complete setup guide First time setup
README.md 6.5K Main documentation Want full overview
QUICKSTART.md 3.8K Quick reference Need fast setup
MODEL_GUIDE.md 6.2K Model comparison Choosing models
PROJECT_SUMMARY.md 6.5K Project overview Understanding project
INDEX.md This Navigation guide Finding things

Code Files

File Lines Purpose
agent.py ~350 Core agent logic
logger.py ~50 Logging system
tools/init.py ~200 Tool registration
tools/basic_tools.py ~150 Built-in tools

Example Files

File Lines Purpose
simple_example.py ~70 Basic usage
custom_tools_example.py ~150 Custom tools
advanced_example.py ~180 Complex workflows
chatbot_example.py ~120 Interactive chat

🎯 Common Tasks

Task: Run Your First Agent

  1. Read: GETTING_STARTED.md
  2. Run: python validate_setup.py
  3. Run: python examples/simple_example.py

Task: Create a Custom Tool

  1. Read: README.md "Creating Custom Tools"
  2. Study: examples/custom_tools_example.py
  3. Reference: miniagent/tools/init.py

Task: Choose a Model

  1. Read: MODEL_GUIDE.md
  2. Test: Try different models in .env
  3. Monitor: Check costs at openrouter.ai/activity

Task: Build an Application

  1. Read: PROJECT_SUMMARY.md
  2. Study: examples/advanced_example.py
  3. Reference: miniagent/agent.py

Task: Troubleshoot Issues

  1. Run: python validate_setup.py
  2. Read: GETTING_STARTED.md "Common Issues"
  3. Check: OpenRouter dashboard

🚀 Quick Start Paths

Path 1: Absolute Beginner

GETTING_STARTED.md → validate_setup.py → simple_example.py → DONE!

Path 2: Quick User

QUICKSTART.md → validate_setup.py → examples/ → BUILD!

Path 3: Technical User

README.md → PROJECT_SUMMARY.md → Study code → BUILD!

📚 External Resources

OpenRouter

Learning

  • ReAct Pattern: Google "ReAct: Synergizing Reasoning and Acting in Language Models"
  • LLM Agents: Search for "LLM agent tutorials"
  • Tool Use: OpenRouter documentation

🎁 What You Get

Core Components

✅ Complete agent framework (ReAct pattern) ✅ OpenRouter API integration (100+ models) ✅ Tool registration system ✅ Built-in tools (calculator, time, system) ✅ Error handling & logging

Examples

✅ 4 complete, runnable examples ✅ Progressive complexity ✅ Best practices demonstrated ✅ Ready to customize

Documentation

✅ 6 comprehensive guides (30+ KB) ✅ Setup validation script ✅ Configuration templates ✅ This navigation index

Total Package

  • 15 Files total
  • 10 Python files (~1500+ lines)
  • 6 Documentation files (30+ KB)
  • 2 Dependencies (minimal)
  • 100+ Models supported

💡 Tips by Role

Student / Learner

Start → GETTING_STARTED.md Focus → Understanding how agents work Goal → Build 2-3 simple projects

Developer

Start → QUICKSTART.md Focus → Custom tools and integration Goal → Build production application

Researcher

Start → README.md + PROJECT_SUMMARY.md Focus → ReAct pattern and tool usage Goal → Experiment with techniques

Manager / Evaluator

Start → README.md + MODEL_GUIDE.md Focus → Capabilities and costs Goal → Assess fit for needs

✅ Success Checklist

Before you say "I'm ready", make sure:

  • Validate_setup.py passes all checks
  • You can run simple_example.py
  • You understand what tools are
  • You know which model to use
  • You've read at least 2 docs
  • You can create a basic tool
  • You know where to find help

🎯 Your Next Step

If you haven't started yet: → Open GETTING_STARTED.md

If you're setup: → Try examples/simple_example.py

If you've run examples: → Study miniagent/agent.py

If you understand the code: → Build something awesome! 🚀

📞 Need Help?

  1. Setup issues: See GETTING_STARTED.md "Common Issues"
  2. Model questions: See MODEL_GUIDE.md
  3. API errors: Run validate_setup.py
  4. Tool problems: Study examples/custom_tools_example.py
  5. Code questions: Read PROJECT_SUMMARY.md

Welcome to MiniAgent-OpenRouter!

Choose your path above and start building. Every file is designed to help you succeed.

Happy Building! 🎉