SmartScribe is a web application built with Flask, Python, HTML, CSS, and JavaScript that leverages the Nylas SDK and Hugging Face Text Summarization API to enhance your email inbox experience. This project is made for Nylas and AI: Email and Calendaring for the Future Hackthon

pip install nylas

pip install flask

python<version> -m venv <virtual-environment-name>

source env/bin/activate

from flask import Flask, request, render_template, jsonify
from nylas import APIClient
from dotenv import load_dotenv
import os



load_dotenv()  # take environment variables from .env.

# You will get your client_id,client_secret, access_token from your nylas account

client_id = os.getenv("CLIENT_ID")
client_secret = os.getenv("CLIENT_SECRET")
access_token = os.getenv("ACCESS_TOKEN")


nylas = APIClient(client_id, client_secret, access_token)

• View and manage your emails directly from the web interface with the help of Nylas.
• Summarize lengthy emails with a single click, saving you time and effort.
• Powered by Hugging Face's state-of-the-art text summarization technology for accurate and concise email summaries.

This app does not have authorization as hosted authorization needs you to subscribe to a paid plan. So you will need to provide it your access token as a environment variable.

  https://api-inference.huggingface.co/models/facebook/bart-large-cnn

import json
import requests
API_URL = "https://api-inference.huggingface.co/models/facebook/bart-large-cnn"
headers = {"Authorization": f"Bearer {API_TOKEN}"} #use your own api token you can get it from your hugging face account
def query(payload):
    data = json.dumps(payload)
    response = requests.request("POST", API_URL, headers=headers, data=data)
    return json.loads(response.content.decode("utf-8"))
#Note: You can access the summary by data[0]["summary_text"]
data = query("Add your text here...")

To run this project, you will need to add the following environment variables to your .env file

API_KEY for huggingFace(its also known as API_TOKEN so don't get confused)
CLIENT_ID
CLIENT_TOKEN
ACCES_TOKEN

Visit Hugging Face to check out their stunning ML/AI Models and their APIs.
Learn more about email APIs at Nylas.