Strands Tools Community - Examples

Real-world examples and interactive demo showcasing strands-tools-community in action.

🚀 What's Included

📱 Interactive Demo Agent

A fully-featured interactive demo agent with:

• ✨ REPL interface with command history
• 🔄 Hot-reload tools from directory
• 💾 Session persistence
• 🎨 Beautiful console output
• 📝 Natural language interface

→ Try the Demo Agent

📝 Example Scripts

Real-world automation examples:

• call_analytics.py - End-to-end call processing workflow
  • Transcribe audio → Search CRM → Create activity → Send notification
• crm_automation.py - Automated HubSpot workflows
  • Daily lead digest, pipeline reports, contact enrichment
• team_notifications.py - Microsoft Teams integration patterns
  • Notifications, approvals, status updates, custom cards

📦 Quick Start

1. Install Package

# Install from PyPI
pip install strands-tools-community

# Install Strands with your preferred model provider
pip install 'strands-agents[anthropic]'  # Recommended
# OR
pip install 'strands-agents[openai]'
# OR
pip install 'strands-agents[bedrock]'

2. Set Environment Variables

# Copy example file
cp .env.example .env

# Edit with your API keys
nano .env

Required API keys:

• DEEPGRAM_API_KEY - Get at console.deepgram.com
• HUBSPOT_API_KEY - Get at app.hubspot.com/private-apps
• TEAMS_WEBHOOK_URL - Setup in Teams Channel → Connectors
• ANTHROPIC_API_KEY - Get at console.anthropic.com

3. Run Examples

# Interactive demo
cd demo_agent
python agent.py

# Or run example scripts
python call_analytics.py recording.mp3 +1234567890
python crm_automation.py --workflow daily-leads
python team_notifications.py --type notification --title "Test" --message "Hello"

🎮 Demo Agent Features

The interactive demo agent showcases all three tools in action:

cd demo_agent
pip install -r ../requirements.txt
cp .env.example .env  # Add your API keys
python agent.py

Try these commands:

# Speech processing
transcribe audio: recording.mp3 in Turkish

# CRM search
search for contacts with email containing '@example.com'

# Teams notification
send a Teams notification about new leads

# Combined workflow
transcribe call.mp3, find customer in HubSpot, and send summary to Teams

🛠️ Tools Overview

Deepgram - Speech & Audio Processing

• Speech-to-text with 30+ languages
• Text-to-speech with natural voices
• Audio intelligence (sentiment, topics, intents)
• Speaker diarization

HubSpot - CRM Operations

• Search across any object type (contacts, deals, companies, tickets)
• Get detailed records by ID
• Property discovery and exploration
• Advanced filtering and queries
• Read-only for data safety

Microsoft Teams - Rich Notifications

• Adaptive card templates
• Custom cards with buttons
• Approval requests
• Status updates

📚 Documentation

• Package Docs: strands-tools-community
• Strands SDK: strands-agents
• Demo Agent Guide: demo_agent/README.md

🤝 Contributing

Found a bug or have an example to share? PRs welcome!

📄 License

MIT License - see the main package LICENSE

---

Made with ❤️ by the community