Giter VIP home page Giter VIP logo

dataframe-to-dialogflow-intent's Introduction

dataframe-to-dialogflow-intent

csv-to-dialogflow-intent helps create intents in Dialogflow by uploading csv or excel file.

Quickstart

  1. Create a bot in Dialogflow and select a Google Cloud Project for your bot
  2. Enable Dialogflow API for your Google Project
  3. Enable billing for your project
  4. Create a service account for your project in your GCP console
  5. Set up authentication in your terminal
$ gcloud auth activate-service --key-file=KEY_FILE
  • KEY_FILE path to the private key file (JSON file obtained from creating a service account key)
  1. Set up your configuration in config.py
config = {
    'project_id':   '<YOUR DIALOGFLOW PROJECT ID>',
    'env':  '<YOUR KEY FILE>',
    'filename': '<YOUR FILENAME.xlsx>',
    'sheetname':    '<SHEET NAME>',
    'platform_default_custom_payload': 'line'
}
  1. Run main function to create intents in dialogflow
df = pd.read_excel(config['filename'])
ib = IntentBuilder(project_id, session_id)
ib.create_intents(df)

Sample excel file description

  • root_intent Root intent in the chain of followup intents
  • parent_intent Intent preceding each followup intents
  • intent_name The name of each intent
  • training_phrases Training phrases in dialogflow for the intent. Each cell represents a single user expression
  • response_type Facebook: text, quick reply, card, image, payload Line: text, payload
  • response Text response variations are separated by comma in the same cell Different block of text responses are filled in different cells Facebook payload format can be found in the documentation Line custom payload documentation
  • platform facebook, default (use 'default' for line platform)
  • fallback TRUE if the intent is fallback intent, otherwise FALSE

dataframe-to-dialogflow-intent's People

Contributors

mikephul avatar jan-pornphan avatar

Watchers

athiwatp avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.