The Agent

from shipit_agent import Agent
from shipit_agent.llms import build_llm_from_env

llm = build_llm_from_env()

# Only the tools you give it.
agent = Agent(llm=llm, tools=[...])

# Every built-in tool: files, search, bash, the web, todos, sub-agents and services.
agent = Agent.with_builtins(llm=llm, project_root=".")

# A project agent: built-in tools, plus the repository's .shipit/settings.json,
# SHIPIT.md or AGENTS.md instructions and /slash commands from .shipit/commands/.
agent = Agent.for_project(llm=llm, project_root=".", optimized=True)

result = agent.run("Summarise the open issues in docs/ROADMAP.md")
print(result.output)

for event in agent.stream("Run the tests and fix what fails"):
    print(event.type, event.message)

agent.run("What changed between these two screens?", images=["before.png", "after.png"])
agent.run("Check the contract against the spec.", files=["contract.pdf", "spec.md"])

from pydantic import BaseModel


class Invoice(BaseModel):
    number: str
    total: float
    due: str


result = agent.run("Extract the invoice details.", files=["invoice.pdf"], output_schema=Invoice)
invoice = result.parsed

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

agent = Agent.with_builtins(llm=build_llm_from_env(), session_store=FileSessionStore(".shipit/sessions"))
chat = agent.chat_session(session_id="support-42")
chat.send("The export button does nothing on Safari.")
chat.send("It started after Tuesday's release.")