Getting Started With PostgresML: Text Translation, Sentiment Analysis and More Within Postgres
Автор: Denis Magda
Загружено: 2023-12-21
Просмотров: 1563
Описание:
PostgresML is an extension that transforms PostgreSQL into a complete MLOps platform, enabling various ML and AI-related tasks directly within the database. Additionally, this extension enhances PostgreSQL's capabilities as a vector database.
In this guide, you'll discover how to install PostgresML on your own machine and use the extension for language translation and sentiment analysis.
GitHub repo with commands and queries from the video: https://github.com/dmagda/DevMastersD...
0:00 Database as a computational platform
0:51 Starting PostgresML
2:34 PostgresML use cases
3:15 Connecting to Postgres with DataGrip
3:57 Translating from English to French with PostgresML
5:45 Translating from English to Spanish
7:53 Sentiment analysis with PostgresML
9:42 Using an alternative model for sentiment analysis
12:54 Summary
Resources:
GitHub repo with instructions: https://github.com/dmagda/DevMastersD...
PostgresML: https://postgresml.org
Curious to learn even more about databases? Follow me here:
Medium: / magda7817
Twitter: / denismagda
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