How it works

Upload your history, connect live, and CRgraM backfills AI analysis gradually while collecting new messages in parallel. We never see your credentials or data.


1

Upload your Telegram export

Export from Telegram Desktop → Settings → Advanced → Export → JSON. Upload to your VPS. CRgraM ingests 1M+ messages in minutes.

Full history visible immediately — chats, contacts, attachments — before any AI runs. All on your server.

Telegram Desktop Export

result.json

412 MB · 1M+ messages

Ingesting… 67%


Connect Telegram

Scan with your phone

Telegram → Settings → Devices → Scan QR

Session encrypted · LUKS
2

Connect live Telegram

QR login from your phone. CRgraM maps every contact from your JSON export to real Telegram user IDs and @usernames.

New messages sync live — in parallel with AI backfill. Deleted messages captured and preserved.


3

AI backfill runs gradually

Paste your Z.AI or Anthropic API key. CRgraM starts analyzing — summaries, opportunities, partner states — over 24-48 hours.

Day 1: full history browsable, search working. Day 7: every chat summarized, opportunities detected, partner states assigned.

AI Backfill Progress

Z.AI glm-4.7
Tier-1 summaries1,847 / 2,749
Tier-2 deep analysis42 / 137
Vision OCR0 / 6,592

Ready to start?

Upload your history, connect live, let CRgraM structure your chats.

Apply for private beta →