toolsAgent tool choice

from jeff import Client
from jeff.client import choice_question

jeff = Client("http://localhost:8765", model="tools")

state = {
    "agent": "An assistant that manages the calendar and email of a small design studio.",
    "conversation": [
        {"role": "user", "text": "What's on my calendar tomorrow?"},
        {
            "role": "assistant",
            "text": "Tomorrow you have a client call with Harbour Books at 10:00 and a team review at 15:00.",
        },
    ],
    "user_message": "Please move the team review to Friday at the same time.",
}

answers = jeff.ask(state, {
    "tool": choice_question(
        {
            "answer_directly": "No tool is needed: answer the user directly from the conversation",
            "ask_user": "A tool is needed but required information is missing: ask the user first",
            "t1": "list_events(date): list the calendar events on a given day",
            "t2": "create_event(title, start, end, attendees): add a new event to the calendar",
            "t3": "move_event(event_id, new_start, new_end): move an existing event to another date or time",
            "t4": "send_email(to, subject, body): send an email now",
            "t5": "draft_email(to, subject, body): save an email as a draft without sending it",
        },
        "Which tool should the agent call next to handle the user's latest message? Use the conversation for context. If no tool is needed, choose answer directly. If a tool is needed but information it requires is missing, choose ask the user.",
    ),
})
print("tool", answers.choice("tool").key)

import { Client, choiceQuestion } from '@jeff/client';

const jeff = new Client({ url: 'http://localhost:8765', model: 'tools' });

const state = {
  agent: 'An assistant that manages the calendar and email of a small design studio.',
  conversation: [
    { role: 'user', text: 'What\'s on my calendar tomorrow?' },
    {
      role: 'assistant',
      text: 'Tomorrow you have a client call with Harbour Books at 10:00 and a team review at 15:00.',
    },
  ],
  user_message: 'Please move the team review to Friday at the same time.',
};

const answers = await jeff.ask(state, {
  tool: choiceQuestion(
    {
      answer_directly: 'No tool is needed: answer the user directly from the conversation',
      ask_user: 'A tool is needed but required information is missing: ask the user first',
      t1: 'list_events(date): list the calendar events on a given day',
      t2: 'create_event(title, start, end, attendees): add a new event to the calendar',
      t3: 'move_event(event_id, new_start, new_end): move an existing event to another date or time',
      t4: 'send_email(to, subject, body): send an email now',
      t5: 'draft_email(to, subject, body): save an email as a draft without sending it',
    },
    'Which tool should the agent call next to handle the user\'s latest message? Use the conversation for context. If no tool is needed, choose answer directly. If a tool is needed but information it requires is missing, choose ask the user.',
  ),
});
console.log('tool', answers.tool.key);

curl -s http://localhost:8765/v1/systemone \
  -H 'content-type: application/json' \
  -d '{
  "model": "tools",
  "state": {
    "agent": "An assistant that manages the calendar and email of a small design studio.",
    "conversation": [
      {
        "role": "user",
        "text": "What'\''s on my calendar tomorrow?"
      },
      {
        "role": "assistant",
        "text": "Tomorrow you have a client call with Harbour Books at 10:00 and a team review at 15:00."
      }
    ],
    "user_message": "Please move the team review to Friday at the same time."
  },
  "questions": {
    "tool": {
      "type": "choice",
      "instructions": "Which tool should the agent call next to handle the user'\''s latest message? Use the conversation for context. If no tool is needed, choose answer directly. If a tool is needed but information it requires is missing, choose ask the user.",
      "criteria": {
        "answer_directly": "No tool is needed: answer the user directly from the conversation",
        "ask_user": "A tool is needed but required information is missing: ask the user first",
        "t1": "list_events(date): list the calendar events on a given day",
        "t2": "create_event(title, start, end, attendees): add a new event to the calendar",
        "t3": "move_event(event_id, new_start, new_end): move an existing event to another date or time",
        "t4": "send_email(to, subject, body): send an email now",
        "t5": "draft_email(to, subject, body): save an email as a draft without sending it"
      }
    }
  }
}'