Airbnb Listings Viewer

This Streamlit application connects to a MongoDB database containing Airbnb rental data and provides a user-friendly interface to view, filter, and analyze the listings and their reviews. The app also includes functionality to add new reviews and generate AI-powered review summaries.

Features

• View and filter Airbnb listings
• Display detailed information about selected listings
• Add new reviews to listings
• Generate AI summaries for reviews

Prerequisites

• Python 3.7 or higher
• Streamlit
• MongoDB Atlas account: https://www.mongodb.com/docs/atlas/getting-started/
• OpenAI API key: https://help.openai.com/en/articles/4936850-where-do-i-find-my-openai-api-key

Installation

1. Clone the repository:

   git clone https://github.com/mongodb-developer/stream-airbnb-ai-reviews.git
   cd stream-airbnb-ai-reviews

2. Install the required packages:

   pip install -r requirements.txt

3. Set up environment variables:

   • MONGODB_ATLAS_URI: Your MongoDB Atlas connection string
   • OPENAI_API_KEY: Your OpenAI API key

   You can create a .env file in the root directory and add the following:

   MONGODB_ATLAS_URI=your_mongodb_atlas_uri
   OPENAI_API_KEY=your_openai_api_key

4. Ingest data using Hugging Face free token from airbnb hugging face data set:

huggingface-cli login 
python ingest.py

4. Run the Streamlit app:

   streamlit run app.py

You should be able to now operate the UI and add reviews and generate AI based reviews.