Pick up where the last run stopped.

How it works

See it run

The code is a checked example from the docs; the output is an example of what it prints.

from shipit_agent import Agent, FileSessionStore
from shipit_agent.llms import build_llm_from_env

store = FileSessionStore(".shipit/sessions")
agent = Agent.with_builtins(llm=build_llm_from_env(), session_store=store, session_id="ticket-812")

agent.run("The nightly export fails with a timeout. Find out why.")
agent.run("Now fix it and add a test.")  # sees the first turn

Go deeper

6 more ways to use it

Each example is from the docs and checked against the library.

chat = agent.chat_session(session_id="support-42")
chat.send("The export button does nothing on Safari.")
reply = chat.send("It started after Tuesday's release.")
print(reply.output)

for event in chat.stream("Which commit changed the export code?"):
    print(event.type, event.message)

What you get

• Stores

  In memory, on disk, or your own class with load, save and list_all.

• Managing sessions

  List, fork and rename sessions.

• Memory

  The memory tool saves facts to a memory store and searches them later.

• Token caps

  max_session_tokens stops a session once its runs together reach a limit.

Agent parameters