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ai-based-chatbot's Introduction

AI Based Chatbot

This chat bot is developed using Rasa open source Framework.

Rasa Framework Installation

Requirements

  1. Anaconda
  2. Python
  3. Rasa

Installation steps

Follow the steps to install rasa framework correctly.

conda create --name rasabot python==3.8
  • Activate conda environment in Command Prompt
conda activate rasabot
  • install Tensorflow using "Conda"
conda install tensorflow
  • install Rasa using "PIP"
pip install rasa

Rasa Basic Commands

  • Initialze basic Rasa bot
rasa init
  • Train Rasa bot
rasa train
  • Run Rasa bot on command prompt
rasa shell
  • Run Rasa bot on command prompt with backend / python program (open another command prompt and run following command)
rasa run actions
  • Enabel API endpoints
rasa run -m models --enable-api --cors "*" --debug

How to use this repository

  1. Install All Requirements
  2. Clone or Download Project
  3. Create MongoDB Database with (TravelBot) name and add (Hotel & Places) Collection.
  4. Change Database.py if Mongodb client url is different
  5. Train Model
rasa train
  1. Run Chatbot in command Prompt [1]
rasa shell
  1. Run Chatbot actions in command Prompt [2]
rasa run actions

References

ai-based-chatbot's People

Contributors

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Stargazers

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Watchers

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Forkers

surabhimore

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