Rails - SerpApi

Illustration of three “News” search result items being fed into an envelope labeled “Daily Digest,” showing articles compiled into an email.

Building a Naver News Watchlist With Ruby on Rails

A complete tutorial showing how to use SerpApi with Ruby on Rails to fetch Naver News results and deliver an automated email digest.

Data Science

Investigating Machine Learning Techniques to Improve Spec Tests — IV

Intro This is a part of the series of blog posts related to Artificial Intelligence Implementation. If you are interested in the background of the story or how it goes: This week we'll showcase testing process and the early results of the model. We will be using SerpApi&

AI ML

Investigating Machine Learning Techniques to Improve Spec Tests — III

Intro This is a part of the series of blog posts related to Artificial Intelligence Implementation. If you are interested in the background of the story or how it goes: This week we'll showcase training procedures for implementing Machine Learning models for general testing purposes. We will be

Data Science

Investigating Machine Learning Techniques to Improve Spec Tests - II

Showcase the database creation process for implementing Machine Learning models for general testing purposes.

AI ML

How to Benchmark ML Implementations on Rails

This week we'll showcase how we benchmark our ML implementation we developed for SerpApi's Google Local Pack Scraper API on Rails. Low Accuracy Benchmark for Overall Parsing Process (100 times) We will use the same queries we used in last week's blog post to

AI ML

How ML Hybrid Parser Beats Traditional Parser

This week we'll share the comparisons with our problematic parser and how ML-Hybrid model will improve our parsing. I picked SerpApi's Google Local Pack Scraper API as the testing ground. We'll only use Desktop results in the scope of this comparison. Rules of Comparison

AI ML

Implementing ONNX models in Rails

This week we'll talk about how to convert a pth file to onnx file in order to use the trained model in production to enhance the parsing of SerpApi's Google Local Results Scraper API. Then, we'll be using ONNX Runtime Ruby gem to run

AI ML

Machine Learning in Scraping with Rails

AI ML

Real World Example of Machine Learning on Rails

This week we'll talk about how to implement ML on Rails using torch.rb, torchtext-ruby, and gruff in detail. Changes in procedure this week: - Dumping of maximum word size (can be found on #1 of the blog post series) Creating Dataset Before we start how we created

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