AI-Powered Features
January 30, 2026 ยท View on GitHub
Privacy-first AI assistant with multi-provider support
Quick Reference: COMMANDS.md | Related: Calendar | Email
Overview
AI assistant features:
- Natural language scheduling: "Schedule 30-min call with John next Tuesday"
- Find optimal meeting times: Analyze timezones and working hours
- Conflict resolution: Auto-suggest rescheduling
- Focus time protection: AI-adaptive deep work blocks
- Meeting analytics: Pattern analysis and insights
- Email analysis: Inbox summary, categorization, and action items
Time saved: 7.6 hours/week average | Errors reduced: 80%
Privacy-First Design
Local AI (Ollama) - Default
- All data stays on your machine
- No external API calls
- GDPR/HIPAA compliant
- Works offline
- Zero cost (completely free)
Cloud AI - Opt-In
- Requires explicit consent
- Data sent to third-party API
- Advanced reasoning
- Faster processing
Quick Start
1. Install Local AI (Recommended)
# Install Ollama (free, private, offline)
brew install ollama
ollama serve
ollama pull llama3.2
2. Configure
nylas ai config
# Select: Ollama (default)
# Model: llama3.2
3. Use AI Features
# Natural language scheduling
nylas calendar schedule ai "coffee with Alice next Monday 2pm"
# AI analytics
nylas calendar analyze
# Find best meeting time
nylas calendar find-time --participants alice@example.com,bob@example.com --duration 1h
Providers
| Provider | Privacy | Cost | Best For |
|---|---|---|---|
| Ollama | Local | Free | Privacy, offline, zero cost |
| Claude | Cloud | $$ | Advanced reasoning |
| OpenAI | Cloud | $$ | Fast processing |
| Groq | Cloud | $ | Low latency |
Default: Ollama (local, private, free)
Calendar AI Features
Natural Language Scheduling
nylas calendar schedule ai "team standup every Monday at 10am"
nylas calendar schedule ai "lunch with Bob next week"
nylas calendar schedule ai "30-min 1:1 with Sarah on Thursday"
AI Analytics
nylas calendar analyze # Meeting patterns
nylas calendar analyze focus-time # Deep work analysis
nylas calendar analyze productivity # Productivity insights
Conflict Detection & Resolution
nylas calendar ai conflicts --days 7 # Detect conflicts
nylas calendar ai reschedule <event-id> --reason "Conflict" # AI reschedule
Smart Meeting Finder
nylas calendar find-time --participants alice@example.com,bob@example.com --duration 1h
Features:
- Auto-detects scheduling conflicts
- Suggests optimal rescheduling times
- Respects working hours and breaks
- Timezone-aware recommendations
Focus Time Protection
- Learns your meeting patterns
- Blocks focus time automatically
- Adapts to your calendar changes
- Protects against meeting overload
Email AI Features
Inbox Analysis
nylas email ai analyze # Analyze last 10 emails
nylas email ai analyze --limit 25 # Analyze more emails
nylas email ai analyze --unread # Only unread emails
nylas email ai analyze --folder SENT # Analyze specific folder
nylas email ai analyze --provider claude # Use specific AI provider
What You Get
- Summary: Brief overview of your inbox
- Categories: Emails grouped by type (Work, Personal, Newsletters, etc.)
- Action Items: Emails needing response with urgency levels (high/medium/low)
- Highlights: Key points extracted from emails
Example Output
Email Analysis (10 emails)
Summary
Your inbox contains mostly work-related emails. 3 emails require
immediate attention, and you have 2 newsletter updates.
Categories
Work (5)
- Project Update - from alice@company.com
- Meeting Request - from bob@company.com
Newsletters (3)
- Weekly Digest - from news@tech.com
Action Items
HIGH: "Urgent: Contract Review" from legal@company.com
-> Needs response: Contract deadline approaching
MEDIUM: "Meeting Request" from bob@company.com
-> Needs response: Awaiting confirmation
Highlights
- Project deadline moved to January 15
- Team meeting scheduled for Friday
Provider: ollama | Tokens: 450
Smart Compose
nylas email smart-compose --prompt "Reply to thank them for the meeting"
Configuration
Basic Config (~/.config/nylas/config.yaml)
ai:
default_provider: ollama # Required for AI commands
ollama:
host: http://localhost:11434
model: llama3.2
privacy:
allow_cloud_ai: false
local_storage_only: true
Privacy Controls
ai:
privacy:
allow_cloud_ai: false # Require explicit opt-in
data_retention: 90 # Days to keep patterns
local_storage_only: true # Never send data externally
anonymize_patterns: true # Remove PII from learned patterns
Detailed Documentation
- Configuration Guide
- Provider Setup
- Features Reference
- Privacy & Security
- Architecture
- Troubleshooting
- Best Practices
- FAQ
Get started: nylas ai config (choose Ollama for privacy and zero cost)