brainless/dwata

AI enabled insights from emails, calendars, contacts, files, Slack, databases, web... Fast, private and local. Launching soon!

48
/ 100
Emerging

Dwata helps financial analysts or small business owners automatically extract financial transaction data from their emails. You connect your email inbox, and it uses AI to identify patterns in financial emails to generate extraction templates. These templates then process matching emails to output structured financial transaction records, all handled locally on your machine.

176 stars.

Use this if you need to process financial emails for transaction data and prioritize keeping all your sensitive information on your own computer.

Not ideal if you need perfectly accurate data extraction immediately, as the software is in early development and may have bugs.

financial-data-extraction email-processing transaction-analysis personal-finance small-business-accounting
No Package No Dependents
Maintenance 10 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 12 / 25

How are scores calculated?

Stars

176

Forks

13

Language

Rust

License

GPL-3.0

Last pushed

Mar 12, 2026

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/agents/brainless/dwata"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.