Here at Ineuron massive amount of queries floods daily which is hard to handle. Among all queries 40% of them are general, so they can be automate and huge amount of time will be saved, with this motive this app is built.
This is a chatbot which will handle the general queries and technical queries which daily floods in Ineuron.
STEPS:
Clone the repository
https://github.com/dipesg/AI-CHATBOT.git
Create a conda environment after cloning the repository in a particular folder
conda create -n venv python=3.7 -y
Activate environment
conda activate venv
Install the requirements
pip install -r requirements.txt
run this file to open a chatbot.
python app.py
| .gitignore
| api_file.py
| app.py
| config.ini
| config_reader.py
| database.py
| LICENSE
| preprocessing.py
| Procfile
| README.md
| requirements.txt
| Resultant.txt
| runtime.txt
| run_model.py
| run_model_distilbert.py
| web_scraping.py
|
+---email-templates
| email-template-luggage.html
|
+---load_intent_filter
| community_form_filter.npy
| form_filter.npy
| general_intent.npy
| intents_map.json
| list_thumbnail.npy
| scrape_data.npy
| technical_intent.npy
| ticket_gen.npy
|
+---model
| | classes.npy
| | classes_v1.npy
| | elmo_intent_model.h5
| | elmo_intent_model_v1.h5
| | elmo_intent_model_v1_final_sample_data.h5
| |
| \---distilbert_model_40Epochs
| config.json
| tf_model.h5
| tf_model.preproc
|
+---SendEmail
| | sendEmail.py
| |
| \---__pycache__
| sendEmail.cpython-36.pyc
|
+---static
| +---bootstrap
| | \---css
| | bootstrap.min.css
| |
| +---css
| | styles.css
| | styles.min.css
| |
| +---img
| | | blank-icon.jpg
| | | bot_icon.png
| | | chat-background.png
| | | chatbot.png
| | | chatbot1.png
| | | chatbot2.png
| | | chatbot3.png
| | | edu_chatbot_1.jpeg
| | | edu_chatbot_1.png
| | | lady_bot.png
| | | lady_bot1.png
| | | logo.jpg
| | | logo.png
| | | profile.png
| | | send-button.svg
| | | send_button.svg
| | |
| | \---portfolio
| | cabin.png
| | cake.png
| | circus.png
| | game.png
| | img1.jpg
| | img2.jpg
| | img3.jpg
| | img4.jpeg
| | img5.png
| | img6.jpg
| | safe.png
| | submarine.png
| |
| \---js
| freelancer.js
| freelancer.min.js
| main.js
| main.min.js
|
\---templates
index.html
index.min.html
- Whole Ineuron team