SlideShare a Scribd company logo
Engaging and Useful
Chatbot
Chatbot:
Chatbot play important role because they
serve as a guiding factor for both the
brand and the users. Chatbots may be
used to give online service, place
purchases for clients, and help resolve
customer complaints. Once the goal has
been established, the organization may
concentrate on personalizing the bot's
communication pattern.
• Despite technology changing the way
of interaction, the need for
supportive bonds and conversation to
address queries and share thoughts
quickly is still considered to be vital.
• Chatbots are the main formula for
our rescue…!
• Several companies today are
investing in this conversation-based
platform to provide the users with
accurate information.
Chatbot (contd;)
General AI/ML Overview:
How our Chatbots work?
Our Chatbots need the following to respond to an user question:
• What (skill) is the user asking for? (Intent)
• Did the user mention any specific information? (Slots)
• What should the bot ask to get further details from the user?
(Dialog flow/Maintaining Context)
• How to fulfil the user request? (Action/Response/Fulfilment)
Chatbot Program Workflow:
Read csv / Snow
LSTM/Bert
Word Vectorization
Lemmatization
Accuracy check
Stop words removal
Feature Selection
Extraction
AWS/Fast API
Update CSV/.dat
Sample Python Bot
interaction:

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Chatbot_workflow.pptx

  • 2. Chatbot: Chatbot play important role because they serve as a guiding factor for both the brand and the users. Chatbots may be used to give online service, place purchases for clients, and help resolve customer complaints. Once the goal has been established, the organization may concentrate on personalizing the bot's communication pattern.
  • 3. • Despite technology changing the way of interaction, the need for supportive bonds and conversation to address queries and share thoughts quickly is still considered to be vital. • Chatbots are the main formula for our rescue…! • Several companies today are investing in this conversation-based platform to provide the users with accurate information. Chatbot (contd;)
  • 5. How our Chatbots work? Our Chatbots need the following to respond to an user question: • What (skill) is the user asking for? (Intent) • Did the user mention any specific information? (Slots) • What should the bot ask to get further details from the user? (Dialog flow/Maintaining Context) • How to fulfil the user request? (Action/Response/Fulfilment)
  • 6. Chatbot Program Workflow: Read csv / Snow LSTM/Bert Word Vectorization Lemmatization Accuracy check Stop words removal Feature Selection Extraction AWS/Fast API Update CSV/.dat