Real Estate Assistant AI

This Python script creates a conversational AI assistant using OpenAI's API. The assistant is designed to provide comprehensive summaries of real estate listings based on user queries.

Features

• Initializes the OpenAI client with API key.
• Creates an assistant with specific instructions for real estate listings.
• Uploads a file to OpenAI and returns the file ID.
• Runs the assistant and returns the thread ID and run ID.
• Waits for the run to be completed and returns the run status.
• Prints the messages from the thread.
• Allows users to chat with the assistant until they type 'exit'.

Installation

Download VS Code or Editor of your choice

Clone the Reposotry

git clone https://github.com/RaheesAhmed/Ottavio.git

Go to the Folder

cd ottavio

create virtual Environment for python

python -m venv venv

Active the virtual Environment

venv/scripts/Activate

Rename the .env.example to .env and add you api key:

OPENAI_API_KEY=

Install Packages

pip install -r requirments.txt

Not Necessary

pip install -U langchain-openai

pip install -U langchain-community

Run the Code

To Run Assistant

python assistantapi.py

Enter your queries when prompted, and the assistant will provide summaries of real estate listings based on your input. Type 'exit' to end the conversation.

Example Query:Enter your query (type 'exit' to end): I'm looking for a flat in Cannes around 400000€

you can also change the assistant instructions:

def create_assistant(client, file_id):
    assistant = client.beta.assistants.create(
        name="Ottavio",
        instructions=f"""add your instruction here"""

Run the filter data

python filter_data.py

Enter the price range