lesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timelesson 2 of 4 · messages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every timemessages, roles, and the response — the call ai ships every time
Checkpoint
One last thing before we move on. pass this to mark the lesson done, or skip and keep moving. hop to the next when you're ready.
Final drill. Build a multi-turn chat helper. Write chat(history, new_message)
that:
- Appends a new user turn
{"role": "user", "content": new_message}tohistory. - Calls the provided
fake_create(history)and readsresponse["content"][0]["text"]. - Appends the assistant reply to
historyas{"role": "assistant", "content": reply_text}. - Returns the updated
history.
Then the script will run two turns and print every turn's role and content. Expected output:
user: hi
assistant: hello
user: who are you?
assistant: an assistant.