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QA system using Haystack and InMemoryDocumentStore

Haystack is a scalable QA system to search in large collections of documents. See how to build a QA system using Haystack and InMemoryDocumentStore.

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Topic modeling using Roberta and transformers

See how to do topic modeling using Roberta and transformers. We will use a pre-trained Roberta model finetuned on the NLI dataset for getting embeddings and then do topic modelling.

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How to cluster text documents using BERT

Cluster text documents using BERT embeddings and Kmeans. See how you can apply the K-means algorithm on the embedding to cluster documents.

How to do semantic document similarity using BERT Zero-shot classification using Huggingface transformers