Read AI

Fetch and manage Read AI meeting data - summaries, transcripts, action items, and engagement metrics. Use when the user asks about meetings, meeting notes, meeting summaries, action items from meetings, who said what in a meeting, meeting transcripts, Read AI data, or wants to set up Read AI webhooks. Also use for searching past meetings, generating meeting digests, or pulling meeting analytics.

Read AI Integration

Pull meeting intelligence from Read AI via REST API or webhook receiver.

Auth

Two data sources supported:

1. Limitless Pendant (primary) - Captures all conversations including meetings via API
2. Read AI Webhook - Real-time meeting summaries pushed from Read AI

API key stored at ~/.config/readai/api-key (same as Limitless key if using pendant).

# One-time setup
mkdir -p ~/.config/readai
echo "YOUR_API_KEY" > ~/.config/readai/api-key
chmod 600 ~/.config/readai/api-key

For Limitless: Get key from limitless.ai dashboard. For Read AI API: Get key from Read AI Dashboard > Settings > Integrations > API Keys.

Quick Commands

List Recent Meetings

python3 scripts/list_meetings.py              # Last 7 days
python3 scripts/list_meetings.py --days 30    # Last 30 days
python3 scripts/list_meetings.py --today      # Today only
python3 scripts/list_meetings.py --json       # JSON output

Get Meeting Details

python3 scripts/readai_client.py get <meeting_id>
python3 scripts/readai_client.py get <meeting_id> --transcript   # Full transcript
python3 scripts/readai_client.py get <meeting_id> --actions      # Action items only

Search Meetings

python3 scripts/search_meetings.py "quarterly review"
python3 scripts/search_meetings.py "budget" --days 30
python3 scripts/search_meetings.py "action items" --speaker "Brandon"

Export Meeting Summary

python3 scripts/readai_client.py export <meeting_id>             # Markdown
python3 scripts/readai_client.py export <meeting_id> --format json

Webhook Setup

For real-time meeting data, set up the webhook receiver:

1. Run: python3 scripts/webhook_receiver.py --port 9010
2. In Read AI Dashboard > Settings > Integrations > Webhooks
3. Add URL: http://<your-server>:9010/webhook/readai

Webhook data is stored in ~/.readai/meetings/YYYY-MM-DD/.

See references/api-reference.md for full API documentation.

Data Structure

Meetings include:

• Summary - AI-generated meeting recap
• Transcript - Full speaker-attributed transcript
• Action Items - Tasks with assignees
• Topics - Key discussion topics
• Participants - Attendees with engagement metrics
• Decisions - Key decisions made
• Duration/Timing - Start, end, duration

Local Data

Data is stored/symlinked at ~/.readai/:

~/.readai/
├── meetings/                # Webhook-received meetings
│   └── YYYY-MM-DD/
│       ├── <timestamp>_<title>.json
│       └── <timestamp>_<title>.md
├── lifelogs/                # Limitless pendant data (symlink)
│   └── YYYY-MM-DD/
│       ├── raw_lifelogs.json
│       ├── entries.json
│       └── digest.md
└── index.json               # Meeting index for search

Limitless Lifelog Pull

# Pull today's pendant data (includes meetings)
python3 scripts/limitless_pull.py --today

# Pull specific date
python3 scripts/limitless_pull.py 2026-02-19

# Pull with AI summary
python3 scripts/limitless_pull.py --today --ai