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  Top 5 Resturants in Bethesda, MD

Text2Food - A Textbot for Top Resturants in a City

Ari Chadda and Suraj Srivats

Dartmouth College - 11/8/20

Why Text2Food - A 2020 Mount Holyoke Hackathon Project

This textbot pipeline using the Google Cloud Places API to locate the best restaurants in any city. This implementation harnesses twilio and Flask and is a proof of concept for a larger project that enables a full suite of text-based features designed to help local restaurants that have been affected by COVID-19. Our goal is for users to interact with local restaurants on a more detail-oriented level that gives both parties the ability to see metrics including a daily customer count, # users ordering in (vs. take out), custom messages from local business owners, etc.

The text-based medium allows for greater cross-platform generalizability without restrictions on data usage that may prevent users from using an app or the internet.

How To

To access this project, please text +1-(619)-586-6087. The current version uses a free twilio account which requires you to send us your phone number so it can be added to the verified list. Once our premium twilio account has been approved, we will update the GitHub accordingly. Please contact us at ari.chadda.22@dartmouth.edu to have us add a phone number.

The query syntax is simply: [CITY] [STATE ABBREV] [MAX # RESULTS]. For example: Washington DC 10.

[CITY] is any US city name. E.g. San Francisco, Bethesda, Nashville. [STATE ABBREV] is any US state abreviation. E.g. CA, MD, TN. [MAX # RESULTS] is any number between 1 and 20 (max for to prevent bloated runtimes).

An example output for Washington DC can be seen below.

1. The Dabney with a rating of 4.8 out of 5 and 724 ratings

2. Bistro Aracosia with a rating of 4.9 out of 5 and 361 ratings

3. Maydan with a rating of 4.7 out of 5 and 903 ratings

4. Joe's Seafood, Prime Steak & Stone Crab with a rating of 4.7 out of 5 and 3054 ratings

5. Thip Khao Restaurant with a rating of 4.7 out of 5 and 982 ratings

6. Tail Up Goat with a rating of 4.7 out of 5 and 786 ratings

7. Old Ebbitt Grill with a rating of 4.6 out of 5 and 11188 ratings

8. Rooster & Owl with a rating of 4.8 out of 5 and 156 ratings

9. Keren Cafe & Restaurant with a rating of 4.7 out of 5 and 828 ratings

10. Le Diplomate with a rating of 4.6 out of 5 and 3712 ratings

Built With

• flask
• google-cloud
• python
• twilio