CS6220-BigData-LiveFAQ

CS6220 Fall 2022 Big Data Systems and Analytics Project: Live FAQ

Clustering example

System

Clustering animation

Running the clustering animation script

Make sure you have Processing;
Use Processing to open clustering_animation/clustering_animation.pde;
Use the Play button on th Processing IDE to run the animation.

Contributors

Rishabh Thukral
Akash Nainani
Prahlad Jasti
Anshul Gupta
Andrea Covre

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
ClusteringResults		ClusteringResults
Clustering_Code		Clustering_Code
Datasets		Datasets
EmbeddingResults		EmbeddingResults
InferSent-main		InferSent-main
SavedEmbeddings		SavedEmbeddings
clustering_animation		clustering_animation
docs		docs
simulation		simulation
.DS_Store		.DS_Store
CS6220-LiveFAQ.ipynb		CS6220-LiveFAQ.ipynb
CS6220_LiveFAQ_Colab_SentTransformerModel.ipynb		CS6220_LiveFAQ_Colab_SentTransformerModel.ipynb
Clustering-Metrics.ipynb		Clustering-Metrics.ipynb
Clustering_Code.zip		Clustering_Code.zip
LiveFAQ_Architecture.drawio		LiveFAQ_Architecture.drawio
LiveFAQ_Architecture.png		LiveFAQ_Architecture.png
LiveFAQ_Workshop.pptx		LiveFAQ_Workshop.pptx
README.md		README.md
cleanup_local_tmp.sh		cleanup_local_tmp.sh
clustering_ensemble.py		clustering_ensemble.py
clustering_service.py		clustering_service.py
clustering_utils.py		clustering_utils.py
create_kafka_topic.sh		create_kafka_topic.sh
docker-compose.yml		docker-compose.yml
embedding_service.py		embedding_service.py
ensemble_fuser_classifier_plot_st1_st3_use.png		ensemble_fuser_classifier_plot_st1_st3_use.png
ensemble_fuser_classifier_plot_st1_use.png		ensemble_fuser_classifier_plot_st1_use.png
ensemble_fuser_st1_st3_use.pth		ensemble_fuser_st1_st3_use.pth
ensemble_fuser_st1_use.pth		ensemble_fuser_st1_use.pth
generate_ensemble_embeddings.py		generate_ensemble_embeddings.py
get_kafka.sh		get_kafka.sh
incoming_questions.tmp		incoming_questions.tmp
inference_time.txt		inference_time.txt
kafka_consumer.py		kafka_consumer.py
kafka_consumer_integrated.py		kafka_consumer_integrated.py
kafka_producer.py		kafka_producer.py
live_faq_service.py		live_faq_service.py
requirements.txt		requirements.txt
start_kafka.sh		start_kafka.sh
start_zookeeper.sh		start_zookeeper.sh

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CS6220-BigData-LiveFAQ

Clustering example

System

Clustering animation

Running the clustering animation script

Contributors

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