anay121 / honesty Goto Github PK

PWA cum ChatBot, that furnishes users with all the government sponsored policies, schemes and loans.

• Dialogflow model used to pre-process user queries

• doc2vec model to find out similar policies, based on the entities found in the given query

• PWA, which is cross-platform and can be accessed at ease

• Dynamic scraper and parser to fetch latest policies and schemes

• Multi-language (Hindi for now) support, to entertain queries from any rural person

• Offline SMS (TextLocal) and calling service (Dialogflow) to fetch any necessary detail

• Make sure you have mongodb and ngrok installed on your device, using ngrok to port an http tunnel onto your localhost
• Install dependencies and run flask app

        $ cd app
        $ pip3 install -r requirements.txt
        $ sudo service mongod start
        $ flask run

• Add your own API keys for TextLocal and Dialogflow
• Run final_module.py

We're open to enhancements & bug-fixes 😄 Also do have a look here.

• This project was done under 30 hours with minimal pre-preparation.

• @vtg2000
• @2knal
• @anay121
• @fate2703
• @KaustubhDamania
• @mihir2510

• This repository / project was a part of Smart India Hackathon 2019, where it got recognized as the Winner for Problem code: AK5 (ChatBot for EGovernance)