You can transform data in Python now — clean it, filter it, summarise it. But every workflow you own runs inside an app: Gmail, Sheets, Calendar. This week you bridge Python to those apps. One function call returns your actual inbox.
I get the Python side. But connecting to Gmail sounds like it needs OAuth tokens and API keys and a lot of setup I haven't done before.
The plumbing is already handled. Composio takes care of the OAuth handshake. On your side it's one call: toolset.execute_action(Action.GMAIL_FETCH_EMAILS, {"max_results": 20}). That dict that comes back? It contains your real subjects, real senders, real timestamps.
Wait — that response is my actual inbox? Not a sandbox or a fixture file?
Your inbox. Right now. Every run. That's why Gmail is first — there's no better way to make automation feel real than watching your own data come back in a Python console. This week: count, fetch, search, draft, send. Five verbs, five days.
Goal: By the end of the week you can name every Gmail action you'll need for the capstone pipeline.
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You can transform data in Python now — clean it, filter it, summarise it. But every workflow you own runs inside an app: Gmail, Sheets, Calendar. This week you bridge Python to those apps. One function call returns your actual inbox.
I get the Python side. But connecting to Gmail sounds like it needs OAuth tokens and API keys and a lot of setup I haven't done before.
The plumbing is already handled. Composio takes care of the OAuth handshake. On your side it's one call: toolset.execute_action(Action.GMAIL_FETCH_EMAILS, {"max_results": 20}). That dict that comes back? It contains your real subjects, real senders, real timestamps.
Wait — that response is my actual inbox? Not a sandbox or a fixture file?
Your inbox. Right now. Every run. That's why Gmail is first — there's no better way to make automation feel real than watching your own data come back in a Python console. This week: count, fetch, search, draft, send. Five verbs, five days.
Goal: By the end of the week you can name every Gmail action you'll need for the capstone pipeline.