The Pattern - Machine Learning Natural Language Processing Meets VR/AR

Explore an interactive session from EuroPython 2021 that delves into the intersection of Machine Learning Natural Language Processing (NLP) and VR/AR through the open-source project "The Pattern". Learn how to create and deploy three Machine Learning NLP pipelines using Redis and its modules: RedisGears, RedisGraph, and RedisAI. Discover the process of building a knowledge graph from medical literature using traditional NLP techniques, deploying a BERT Question/Answering model with a text-to-speech interface, and implementing Google's T5 for article summarization. Gain insights into leveraging Redis Cluster sharding, capturing Redis Gears "keymiss" events, and creating APIs for practical applications in the fields of NLP and VR/AR.

Introduction
Agenda
The Problem
Radius
Serverless Engine
Knowledge Graph
Simplest Pipeline
Machine Learning Models
Query Processing
Flask API
Questions
Code
Query
Challenges
Knowledge Graphs
Question Answer Architecture
Word of Cloud