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Mining Twitter

Byicyvulcan
11/22/2020
Mining
Text

Demo for extracting elements via Twitter's API and also conducting sentiment analysis

Semantic Search Spanish

Byicyvulcan
11/22/2020
Search

Demo for finding similar documents using faiss and transformers in the Spanish language

Zero Shot Pipeline

Byicyvulcan
11/19/2020
Framework

Demo for conducting inference with zero-shot classification with the Hugging Face pipeline framework

Part 4: Extractive QA with Elasticsearch

Byicyvulcan
11/18/2020
Answering
Question

Demo for showing how to conduct extractive question-answering on top of an Elasticesearch system

Part 3: Build an Embeddings Index from a Data Source

Byicyvulcan
11/18/2020
Search

Demo for reading data from SQLite, building a Embedding index backed by word embeddings and running queries against the generated Embeddings index

Part 2: Extractive QA with txtai

Byicyvulcan
11/18/2020
Answering
Question

Demo for using txtai for extractive question answering by creating embedding and extractor instances

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