1000+ Startup, SME's & Enterprises
February 28, 2022

How to Make a Chatbot in Python

Consult Our Experts

Chatbots have proven to be the most creative concept to keep users informed and alert. The wide popularity of chatbots have enabled businesses to reduce human efforts and go beyond language barriers to provide solutions for users’ queries. Python, on the other hand, is an exceptional programming language that offers immense ease and flexibility in developing smart and interactive chatbots for your mobile app or website. From e-commerce firms to healthcare institutions, chatbots have been widely used an effective tool to drive business benefits. This blog will offer some crucial information on how to make a chatbot in Python to get the best results out of it.

Hier best Mobile App Developers

What is a Chatbot?

What is chatbot

A chatbot is an AI-based software that is designed & developed diligently to provide human-like interaction in required languages. These chatbots are made exceptionally capable via auditory and textual methods to mimic human languages and communicate and yield desired results.

Generally, there are two types of chatbots; rule-based and self-learning. The former caters to queries based on a set of predetermined rules on which it is trained while the former has the capability to learn on their own and then provide customized solutions to different types of queries. Self-learning chatbots are mostly preferred by businesses as it best leverages the Artificial Intelligence and Machine Learning to train themselves from instances and behaviors.

Read Also: Mobile App Development cost evaluaton

How to Make a Chatbot in Python?

How to Make a Chatbot in Python

To get started with creating a chatbot in Python, you need to import all necessary packages and reset the variables that you need to use for your specific project. Creating testing and training datasets keeps immense importance while creating smart and efficient chatbots, hence, you need to be very particular about your requirements and then employ suitable practices for it.

When working with text data, you need to perform data preprocessing on your dataset before you design an ML model. Tokenizing will help you fragment the large text dataset into smaller and comprehensive chunks. You can also use lemmatization to transform words into lemma form that creates a pickle file to store the Python objects that are used to predict the responses of the bot.

Prepare Dependencies

Try using a new Python virtual environment to install chatterbot library or you can directly install chatbot latest development version from GitHub. Using Machine Learning algorithms will facilitate he bot to improve on its own based on users’ input.

Import Classes

The second step to proceed with the development of chatbot in Python is to import two classes; chatbot from chatterbot and ListTrainer from chatterbot.trainers.

Create & Train the Chatbot

Create & Train the Chatbot

The chatbot that you will create will be an instance of the class “Chatbot”.  After creating a new ChatterBot instance, you can easily train the bot to improve its performance. Training part will help your chatbot to analyze specific responses to specific inputs. Choose a suitable name for your chatbot in Python and if you want to disable the bot’s ability to lean after the training, you can do that too. You can also enable your chatbot to solve math problems and find best match for the list of responses that are already provided to it. To provide a list of responses, you need to specify the lists of strings that can be used for your Python chatbot.

Communicate with Your Python Chatbot

You can use the “.get­_response()” function to interact with your Python chatbot. Don’t expect that the chatbot will start responding to your all questions. As its knowledge and training is limited, you have to provide more training data to help it respond in a desired way.

Train Your Python Chatbot

Depending on the type of results, you can train your Python chatbot by using an existing corpus of data to ensure its versatile performance on all types of queries. A much-rejoiced advantage of a chatbot is that it can respond in many different languages, hence, you can also specify a subset of languages that you want your chatbot to respond in. To develop a chatbot using Python, developers need to master Python as a programming language so that they can extract best outcome from a Python chatbot.

Endnote

We have learnt how to create a chatbot in Python using Chatterbot Library. The constant advancements in Artificial Intelligence and machine Learning will further facilitate creating the best version of chatbots that will effectively respond to users’ queries with immense capabilities.

Best Food Delivery App Development Company

Hire Our Development Experts.

    About Author


    Vinay Kumar is the brilliant mind behind the technology at Fluper, serving as the Chief Technology Officer. With a wealth of experience in software development and a passion for leveraging the latest technologies, Vinay drives the technical vision of Fluper's projects. His expertise in creating scalable and robust solutions ensures Fluper delivers best-in-class products exceeding client expectations.

    Vinay Kumar

    What Makes Fluper Different?

    Fluper is not an idea but an initiative to bring transformation aided by technology
    Learning with a team of seasoned experts and agile thinkers is a real-life experience.

    15+ Million

    Users Engagement

    Guaranteed

    Project Delivery

    Free

    Business Analysis

    Project

    Penalty Enforcement

    IBM

    Certified Partners

    1000+

    Projects Delivered

    16+ Years of

    Of IT Exposure

    Support

    24*7 Availability
    Our Blogs
         

    Transform Your Business With Insights on Digitalization, Automation, Technology Integration and ICT Trends.

    May, 20.2024

    App Development:

    Android apps that are dangerous for
    you, check now how to be safe!

    Read More

    Client's Testimonial

    We’ve been lucky to collaborate and deliver transformation
    with a long list of overseas clients.

    Their Statements are Proud
    Testaments to our Dedication

    Fluper is the best ICT Company that navigates the digital frontier with unmatched solutions pursuit for excellence. Undoubtedly, there is an intense contribution of agile thinkers and growth facilitators behind the screens of our developing excellence.

    • 4.5/5.0
    • 4.8/5.0
    • 4.9/5.0
    • 4.6/5.0
    • 4.8/5.0
    • 4.9/5.0

    1000+ Startups, SMEs & Enterprises

    Launch your Million Dollar Business Idea Into a Successful Growth Story.
    • Free Marketing

    • 2.5 Year Post Launch Assistance

    • Money Back Guarantee

    • Real-Time tracking & Support

    Schedule Call

    Our Global Presence

    500+

    Startups

    300+

    SMEs

    200+

    Enterprises

    We Built

    1000+

    Brands Globally

    30+

    Countries Served

    Office Address

    C- 142, Sector 63 Rd, C Block, Sector 63, Noida, Uttar Pradesh 201301

    Call Fluper

    IND: +91-959-955-1432

    Drop An Email

    [email protected]

    Our Skype Id

    live:hirefluper

    Whatsapp Fluper

    Global +91-9599551432

    Office Address

    104 Yes Business Tower, Al Barsha 1 Dubai

    Call Fluper

    UAE: +971-54-700-4175

    Drop An Email

    [email protected]

    Our Skype Id

    live:hirefluper

    Whatsapp Fluper

    Global +971-54-700-4175

    Office Address

    Building 1913 2nd Floor, Manama, Bahrain

    Call Fluper

    Bahrain: +973-3222-0548

    Drop An Email

    [email protected]

    Our Skype Id

    live:hirefluper

    Whatsapp Fluper

    Global +973-3222-0548

    Office Address

    Level 23, Collins Square Tower Five, 727 Collins Street Postcode VIC 3008 Melbourne Oceania Australia

    Call Fluper

    Australia: +61-29-1919-752

    Drop An Email

    [email protected]

    Our Skype Id

    live:hirefluper

    Whatsapp Fluper

    Global +61-29-1919-752

    Office Address

    120 High Road, East Finchley London, N29ED, Uk

    Call Fluper

    UK: +44-208-089-4432

    Drop An Email

    [email protected]

    Our Skype Id

    live:hirefluper

    Whatsapp Fluper

    Global +44-208-089-4432

    Office Address

    Laneoffice Suite Sarasota florida US.

    Call Fluper

    USA: +1-917-732-2131

    Drop An Email

    [email protected]

    Our Skype Id

    live:hirefluper

    Whatsapp Fluper

    Global +1-917-732-2131

    Let's Talk!

      Image