https://github.com/aladnansami/nlp-chatbot-nstubot
In this Python web-based project , I am to build a chatbot using deep learning and flask techniques.
https://github.com/aladnansami/nlp-chatbot-nstubot
chatbot flask nlp nlpchatbot
Last synced: about 2 months ago
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In this Python web-based project , I am to build a chatbot using deep learning and flask techniques.
- Host: GitHub
- URL: https://github.com/aladnansami/nlp-chatbot-nstubot
- Owner: aladnansami
- Created: 2022-12-31T20:32:06.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-04-03T09:16:54.000Z (about 2 years ago)
- Last Synced: 2025-01-26T14:11:30.881Z (4 months ago)
- Topics: chatbot, flask, nlp, nlpchatbot
- Language: HTML
- Homepage:
- Size: 9.79 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# NLP-Chatbot-NSTUBOT
# WEB-BASED CHATBOT USING FLASK API
In this Python web-based project , I am to build a chatbot using deep learning and flask techniques. The chatbot will be trained on the dataset which contains categories (intents), pattern and responses. I use a special artificial neural network (ANN) to classify which category the user’s message belongs to and then i will give a random response from the list of responses.
chatbot using Flask, NLTK, Keras, Python, etc.
# Here are the 5 steps to create a chatbot in Flask from scratch:
1.Import and load the data file
2.Preprocess data
3.split the data into training and test
4.Build the ANN model using keras
5.Predict the outcomes
6.Deploy the model in the Flask app
# How to use
1. clone git repo
2. Import required python packages
3. connect mysql database
4. connect mongodb database
5. First run traning.py
6. Than app.py
here data.json is data file