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Documentation Index

Fetch the complete documentation index at: https://docs.omi.me/llms.txt

Use this file to discover all available pages before exploring further.

Install App

Install the OMI Mentor app from the OMI App Store

View Code

Check out the full source code on GitHub

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Features

  • Context-Aware Mentorship - AI analyzes your conversations and provides timely insights
  • Smart Interruption Logic - Only interrupts when you need meaningful guidance
  • Topic Extraction - Automatically identifies key topics from your discussions
  • Personalized Advice - Uses your facts, context, and chat history for tailored guidance
  • Silence Detection - Intelligently detects conversation breaks and starts fresh
  • Real-time Processing - Analyzes conversations every 5 minutes for relevant insights
  • Privacy-Focused - Processes only when you’re actively participating in conversations

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Quick Start

1

Install the App

Install the OMI Mentor app in your OMI mobile app
2

Start Conversations

Have natural conversations while wearing your OMI device
3

Receive Insights

Get personalized mentorship when the AI detects you need guidance
4

Implement Advice

Act on the specific, actionable recommendations provided

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How It Works

The app intelligently monitors and analyzes your conversations:
  1. Listens to your conversations in real-time
  2. Buffers messages and detects silence periods
  3. Analyzes conversation context every 5 minutes
  4. Extracts relevant topics using AI
  5. Evaluates if mentorship is warranted
  6. Sends personalized, direct advice when appropriate
Example Workflow:You: “I’m not sure if I should take this new job offer…”
[AI listens and analyzes conversation]Friend: “What’s holding you back?”
[Continues collecting context]You: “The salary is better but I’d lose my work-life balance…”
[AI evaluates if intervention is needed]AI Mentor Decision:
  • ✓ User is participating
  • ✓ User expressed a specific challenge
  • ✓ Has strong, clear opinion to share
  • ✓ Insight is time-sensitive
AI Sends: “You just said work-life balance matters more than money. The answer’s already clear - you’re trying to convince yourself otherwise. What would you tell your best friend in this situation?”→ Notification sent!

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Using the App

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With OMI Device

  1. Install the OMI Mentor app from the OMI App Store
  2. Wear your OMI device during conversations
  3. The AI monitors and analyzes in the background
  4. Receive timely notifications with personalized advice
  5. Implement the guidance provided

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AI Processing

The app uses OpenAI for intelligent mentorship:
  1. Topic Extraction - Identifies key topics from conversations using GPT-4
  2. Context Analysis - Evaluates user participation and expressed challenges
  3. Interruption Logic - Determines if advice is warranted based on 4 criteria
  4. Personalized Guidance - Generates direct, actionable advice using user context
Interruption Criteria: 
1. User is actively participating in the conversation
2. User expressed a specific problem, challenge, goal, or question
3. AI has a STRONG, CLEAR opinion that would significantly impact the situation
4. The insight is time-sensitive and worth interrupting for

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How the Buffer System Works

OMI Mentor uses an intelligent message buffering system:
  • Collects conversation segments continuously
  • Detects silence periods (2+ minutes of inactivity)
  • Requires minimum 5 words after silence to resume
  • Clears old messages after silence to start fresh
  • Analyzes buffered messages every 5 minutes
  • Cleans up inactive sessions after 1 hour
Smart Collection:
  • Analysis Interval: Every 5 minutes
  • Silence Threshold: 2 minutes of no activity
  • Min Words to Resume: 5 words after silence
  • Session Cleanup: 1 hour of inactivity
  • Message Grouping: Combines messages from same speaker within 2 seconds

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Personalization Features

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User Context Integration

The AI uses multiple sources to personalize advice:
  • User Facts - Information about the user’s preferences and history
  • User Context - Previous discussions and ongoing situations
  • Chat History - Past interactions with the mentor
  • Current Topics - Automatically extracted conversation themes

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Topic-Based Filtering

Topics are automatically extracted and used to:
  • Filter relevant historical context
  • Match with user’s interests and expertise
  • Provide domain-specific guidance
  • Connect current challenges with past experiences

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Privacy & Behavior

Privacy Features:
  • Only analyzes when you’re actively speaking
  • Doesn’t interrupt every conversation
  • Requires specific conditions before providing advice
  • Clears messages after silence periods
  • No persistent storage of conversation content
  • Session-based processing with automatic cleanup

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Troubleshooting

  • Ensure you’re actively participating in conversations
  • The AI only interrupts when all 4 criteria are met
  • Check if 5 minutes have passed since last analysis
  • Verify the app is properly installed and running
  • The AI is designed to interrupt sparingly
  • Only sends advice when time-sensitive and impactful
  • Check if multiple problems are being discussed in short timeframes
  • Ensure your user facts and context are up to date
  • The AI uses your historical data for personalization
  • Try having more detailed conversations about your challenges
  • Check if OMI device is properly connected
  • Verify app has necessary permissions
  • Ensure you’re speaking clearly during conversations

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Support & Resources

Integration App

Integration App Guide

Source Code

View the full codebase