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

# 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

ProviderPrivacyCostBest For
OllamaLocalFreePrivacy, offline, zero cost
ClaudeCloud$$Advanced reasoning
OpenAICloud$$Fast processing
GroqCloud$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


Get started: nylas ai config (choose Ollama for privacy and zero cost)