from typing import List from models.tool_definitions import AgentGoal from tools.tool_registry import ( search_fixtures_tool, search_flights_tool, search_trains_tool, book_trains_tool, create_invoice_tool, find_events_tool, change_goal_tool, list_agents_tool ) starter_prompt_generic = "Welcome me, give me a description of what you can do, then ask me for the details you need to do your job" goal_choose_agent_type = AgentGoal( id = "goal_choose_agent_type", agent_name="Choose Agent", agent_friendly_description="Choose the type of agent to assist you today.", tools=[ list_agents_tool, change_goal_tool, ], description="The user wants to choose which type of agent they will interact with. " "Help the user gather args for these tools, in order: " "1. ListAgents: List agents available to interact with " "2. ChangeGoal: Change goal of agent " "After these tools are complete, change your goal to the new goal as chosen by the user. ", starter_prompt=starter_prompt_generic, example_conversation_history="\n ".join( [ "user: I'd like to choose an agent", "agent: Sure! Would you like me to list the available agents?", "user_confirmed_tool_run: ", "tool_result: { 'agent_name': 'Event Flight Finder', 'goal_id': 'goal_event_flight_invoice', 'agent_description': 'Helps users find interesting events and arrange travel to them' }", "agent: The available agents are: 1. Event Flight Finder. Which agent would you like to speak to?", "user: 1", "user_confirmed_tool_run: ", "tool_result: { 'new_goal': 'goal_event_flight_invoice' }", ] ), ) goal_match_train_invoice = AgentGoal( id = "goal_match_train_invoice", agent_name="UK Premier League Match Trip Booking", agent_friendly_description="Book a trip to a city in the UK around the dates of a premier league match.", tools=[ search_fixtures_tool, search_trains_tool, book_trains_tool, create_invoice_tool, list_agents_tool, #last tool must be list_agents to fasciliate changing back to picking an agent again at the end ], description="The user wants to book a trip to a city in the UK around the dates of a premier league match. " "Help the user find a premier league match to attend, search and book trains for that match and offers to invoice them for the cost of train tickets. " "The user lives in London. " "Gather args for these tools in order, ensuring you move the user from one tool to the next: " "1. SearchFixtures: Search for fixtures for a team within a specified date range. The user might ask questions about the matches dates and locations to decide on where to go. " "2. SearchTrains: Search for trains to the city of the match and list them for the customer to choose from " "3. BookTrains: Book the train tickets, used to invoice the user for the cost of the train tickets " "4. CreateInvoice: Invoices the user for the cost of train tickets, with total and details inferred from the conversation history ", starter_prompt=starter_prompt_generic, example_conversation_history="\n ".join( [ "user: I'd like to travel to a premier league match", "agent: Sure! Let's start by finding a match you'd like to attend. I know about Premier League fixtures in the UK. Could you tell me which team and what date range you're interested in?" "user: Wolves between mid-April and the first week of May, please." "agent: Great! Let's find fixtures for Wolverhampton Wanderers FC between 2025-04-15 and 2025-05-05." "user_confirmed_tool_run: ", 'tool_result: SearchFixtures responds in this JSON format and the results are parsed by the agent below {"fixtures": [{"awayTeam": "West Ham United FC","date": "2025-04-01","homeTeam": "Wolverhampton Wanderers FC"},...,' "agent: I found 4 Wolves matches in May 2025: 1. Man City vs Wolves (Away) - May 3 2. Wolves vs Brighton (Home) - May 10 3. Crystal Palace vs Wolves (Away) - May 18 4. Wolves vs Brentford (Home) - May 25 Which match would you like to attend? I'll help you find trains from London.", "user: How about the Man City match", "agent: Great! Let's find trains to Manchester and back for the match.", "user_confirmed_tool_run: ", 'tool_result: SearchTrains responds in this JSON format and the results are parsed by the agent below: {"journeys": [{"arrival": "Manchester","arrival_time": "2025-04-18T12:11","departure": "London","departure_time": "2025-04-18T11:00","id": "T8049","platform": "1","price": 73.5,"type": "outbound"},', "agent: I found several train options for your journey to Manchester including outbound options on May 9 at 11am, 3:30pm and 4:30pm and return options on May 11 at 9am, 11am and 1pm. Which trains would you like to book?", "user: I'd like the 11am outbound and 3:30pm return", "agent: Sounds good, let's book train tickets for the 11am outbound and 3:30pm return trains on May 9 and May 11, one day before and after the match.", "user_confirmed_tool_run: ", 'tool_result: BookTrains responds in this JSON format and the results are parsed by the agent belowg [{"booking_reference": "BR10879","journey_id": "T9532,T1027","status": "confirmed"}]', "agent: Your train tickets have been booked with the reference ABCD1234. Are you ready to be invoiced for the total cost of the train tickets?", "user: Yes, pelase invoice me.", "user_confirmed_tool_run: ", 'tool_result: CreateInvoice responds in this JSON format and the results are parsed by the agent below (including a link to the invoice): {"invoiceStatus": "open","invoiceURL": "https://invoice.stripe.com/i/acct_1NBOLuKVZbzw7QA5/test_YWNjdF8xTkJPTHVLVlpienc3UUE1LF9SbGJlZ2xLMjhlc3lxNzFkVVBXbkswOUlFa2Rna1RxLDEzMDAwMTY4Nw0200RLeJRMlw?s=ap","reference": "F9B01CD7-0001"}', "agent: Great! I've generated your invoice for your trains to the Manchester City match on the 10th of May. You can view and pay your invoice at this link: https://invoice.stripe.com/i/acct_1NBOLuKVZbzw7QA5/test_YWNjdF8xTkJPTHVLVlpienc3UUE1LF9SbGJlZ2xLMjhlc3lxNzFkVVBXbkswOUlFa2Rna1RxLDEzMDAwMTY4Nw0200RLeJRMlw?s=ap ", ] ), ) goal_event_flight_invoice = AgentGoal( id = "goal_event_flight_invoice", agent_name="Australia and New Zealand Event Flight Booking", agent_friendly_description="Book a trip to a city in Australia or New Zealand around the dates of events in that city.", tools=[ find_events_tool, search_flights_tool, create_invoice_tool, list_agents_tool, #last tool must be list_agents to fasciliate changing back to picking an agent again at the end ], description="Help the user gather args for these tools in order: " "1. FindEvents: Find an event to travel to " "2. SearchFlights: search for a flight around the event dates " "3. CreateInvoice: Create a simple invoice for the cost of that flight ", starter_prompt=starter_prompt_generic, example_conversation_history="\n ".join( [ "user: I'd like to travel to an event", "agent: Sure! Let's start by finding an event you'd like to attend. I know about events in Australia and New Zealand cities. Could you tell me which city and month you're interested in?", "user: sydney in may please", "agent: Great! Let's find an events in Sydney in May.", "user_confirmed_tool_run: ", "tool_result: { 'event_name': 'Vivid Sydney', 'event_date': '2023-05-01' }", "agent: Found an event! There's Vivid Sydney on May 1 2025, ending on May 14 2025. Would you like to search for flights around these dates?", "user: Yes, please", "agent: Let's search for flights around these dates. Could you provide your departure city?", "user: San Francisco", "agent: Thanks, searching for flights from San Francisco to Sydney around 2023-02-25 to 2023-02-28.", "user_confirmed_tool_run: " 'tool_result: results including {"flight_number": "CX101", "return_flight_number": "CX102", "price": 850.0}', "agent: Found some flights! The cheapest is CX101 for $850. Would you like to generate an invoice for this flight?", "user_confirmed_tool_run: ", 'tool_result: { "status": "success", "invoice": { "flight_number": "CX101", "amount": 850.0 }, invoiceURL: "https://example.com/invoice" }', "agent: Invoice generated! Here's the link: https://example.com/invoice", ] ), ) #Add the goals to a list for more generic processing, like listing available agents goal_list: List[AgentGoal] = [] goal_list.append(goal_choose_agent_type) goal_list.append(goal_event_flight_invoice) goal_list.append(goal_match_train_invoice)