| from langchain import SerpAPIWrapper |
| from langchain.agents import initialize_agent, Tool |
| from langchain.agents import AgentType |
| from langchain.chat_models import ChatOpenAI |
| from langchain.schema import SystemMessage |
| import streamlit as st |
| from langchain.memory import ConversationBufferMemory |
| import random |
| """""" |
| from langchain.prompts import MessagesPlaceholder |
| from langchain.memory import ConversationBufferMemory |
| import os |
|
|
| blacklist=[] |
| OPENAI_API_KEY = os.getenv("OPENAI_API_KEY") |
|
|
| def Appointment_settler(parola): |
| return "tell the human: 'here is my link to the calendar of free moments, you choose when you want to make the appointment, appointment calendar link: "+str("https://calendly.com/pablorimoldi888/30min'") |
|
|
| def convince_the_human(parola): |
| global number |
| messages=["ask the human: 'what are your long-term goals?' ","ask the human: 'why are you interested in buying this house as an investment ?'","ask the human: 'do you think you will be able to honour the agreements made?'"] |
| number=random.randint(0,2) |
| while number in blacklist: |
| number=random.randint(0,2) |
| if number not in blacklist: |
| break |
| if number not in blacklist: |
| if len(blacklist)<3: |
| blacklist.append(number) |
| if len(blacklist)==3: |
| blacklist.clear() |
| return (messages[number]) |
|
|
| def house_website(parola): |
| return "tellt the human: 'this is the link to the house in florida, website link: "+str("https://www.newhomesource.com/learn/how-to-build-house-in-california/'") |
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| system_message = SystemMessage(content="Your name is Albert, you are a very outgoing, original, likeable, charismatic and convincing person. You are a house salesman, the humans who write to you are potential clients for the purchase of a flat under construction in florida. Never say you are an AI, you have to empathise with the customer, you have to sound like a human being. Always use tools.") |
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|
| tools= [ |
| Tool( |
| name="Appointment_settler", |
| func= lambda word: Appointment_settler(word), |
| description="ALWAYS use when the user wants to set up any kind of appointment,transcribe or translate what is written, but do not omit anything " |
| ), |
| Tool( |
| name="convince_the_human", |
| func= lambda word: convince_the_human(word), |
| description=" uses to convince the user, eg when he says: i'm not fully convinced, i'm not sure. DO NOT PARAPHRASE, JUST TRANSCRIBE" |
| ), |
| Tool( |
| name="house_website", |
| func= lambda word: house_website(word), |
| description="ALWAYS use when the user wants to asks for the house website, transcribe or translate what is written, but do not omit anything " |
| ) |
| ] |
| agent_kwargs = { |
| "extra_prompt_messages": [MessagesPlaceholder(variable_name="memory")], |
| "system_message": system_message |
| } |
| llm=ChatOpenAI(temperature=0, verbose=True,model="gpt-4-0613") |
| memory = ConversationBufferMemory(memory_key="memory", return_messages=True) |
| mrkl = initialize_agent(tools, llm, memory=memory,agent=AgentType.OPENAI_FUNCTIONS, verbose=True,agent_kwargs=agent_kwargs) |
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| st.header("Nikhil's personal secretary :sunglasses: ") |
| user_input=st.text_input("You: ") |
| if "memory" not in st.session_state: |
| st.session_state["memory"]="" |
| if st.button("Submit"): |
| st.markdown(mrkl.run(input=user_input)) |
| |
| print(st.session_state["memory"]) |
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