AI EHR Assistants: The Future of Healthcare Automation

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In the rapidly evolving world of healthcare, technology is playing a critical role in streamlining operations, enhancing patient care, and reducing administrative burdens. One of the most significant advancements in recent years is the integration of AI-powered EHR (Electronic Health Record) assistants , revolutionizing how healthcare providers manage patient data and workflows. What Are AI EHR Assistants? AI EHR assistants are intelligent systems that leverage machine learning (ML), natural language processing (NLP) , and automation to enhance the efficiency of electronic health records. These AI-powered solutions assist healthcare professionals by automating routine tasks, improving documentation accuracy, and offering real-time insights for better decision-making. Key Benefits of AI-Powered EHR Assistants 1. Automated Data Entry & Documentation Physicians and nurses spend a significant amount of time manually entering patient data, which can lead to inefficiencies and errors. A...

Thinking Sphinx on Ruby on Rails Application with Spree.

 

one of the easiest ways to connect your rails app with sphinx.
It is used to connect your Active Record with Sphinx search and it is easy to use and fast to install.

Install Sphinx: Add this to Gemfile.gem 
'mysql2', '~> 0.5.2'
gem 'thinking-sphinx'

Run bundle command:bundle install

For passing the indexing parameter, create ‘app/indices/modelname_index.rb’
Let’s do this with Spree Search. Here we are taking the example of the Product Model of Spree, Follow these steps:

  1. Create an index file in ‘app/indices/product_index.rb, add the indexing parameters.

`thinkingSphinx::Index.define 'spree/product', :with => :real_time do
indexes name, :sortable => true
end

2.  Run the command to index and start the Sphinx:

rake ts:stop
rake ts:index
rake ts:start
rake ts:rebuild (stops, re-index, and start)

3. Let’s search for Productspay-as-you-go with Sphinx:

# To query a product model
q = 'Search Product Name'
products = Spree::Product.search(q)


For more reference:
https://freelancing-gods.com/thinking-sphinx/v5/indexing.html

Conclusion
This is one of the easiest ways to enhance the Sphinx with Spree E-commerce service. By using this, it will boost the speed of your searching and the server response time of the application.

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