A chatbot for all your quiz needs especially vexillology. Integrated with Azure AI services and image classification.
Requires python 3.6 or above
pip install -r requirements.txt
Install nltkfiles
python
>>> import nltk
>>> nltk.download('omw-1.4')
>>> nltk.download('wordnet')
>>> nltk.download('stopwords')
>>> nltk.download('punkt')
>>> nltk.download('averaged_perceptron_tagger')
Export the h5 file for the image classifier by running the notebook in the CNN-Notebook folder. Copy the generated h5 file into the root directory.
Create a .env file with your relevant azure keys
API_KEY=<YOUR-AZURE-API-VOICE-KEY>
PROJECT_ID=<PROJECT-ID>
CV_KEY=<CV-KEY>
CV_ENDPOINT=<CV-ENDPOINT>
MODEL_NAME=<MODEL-NAME>
COG_KEY=<COG-KEY>
COG_ENDPOINT=<COG-ENDPOINT>
COG_REGION=<COG-REGION>
Use standard NLP:
python quiz_bot.py
Use BERT NLP:
python quiz_bot.py bert
Note : For the BERT NLP command, you might need to prepend sudo to it, as PyTorch requires some admin privileges
Note 2 : Delete the kb-cache file if you want to load the knowledge base from map-kb.txt instead
> Hello
Would you like a quick quiz question ?
> yes
Ellie Goulding's earliest album was named?
1) Lights
2) Halcyon Days
3) Bright Lights
4) Halcyon
> halcyon days
Better luck next time :/, the correct answer was lights
> quiz me on science
What do you study if you are studying entomology?
1) Insects
2) the Brain
3) Humans
4) Fish
> insects
Correct!!!
> give me another one
Approximately how long is a year on Uranus?
1) 84 Earth years
2) 109 Earth years
3) 47 Earth years
4) 62 Earth years
> 84 earth years
Correct!!!
> give me a fact on my favourite topic
You have not told me your favourite topic
> it is anime
I will remember that :)
> give me a fact on my favourite topic
Who is the creator of the manga series "One Piece"?
Answer: Eiichiro Oda
> another one on science
Which of the following mathematicians made major contributions to game theory?
Answer: John Von Neumann
> Where was Abraham Lincoln born?
Hardin County
> Isaac newton birth date
Christmas Day, December 25, 1642.
> Can whales fly?
No
> How tall is a piano?
Studio pianos are around 42 to 45 inches tall.
The chat bot provides a GUI interface to select the images of flags the user wishes to use.
Example queries:
> What is the flag in this image
> What are the flags in this image
Depending on the way the question was asked the chatbot will use either single object detection or multi object detection.
1) Image Selection
2) Image Detection
