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Ruby on Rails VS Amazon Kendra

Compare Ruby on Rails VS Amazon Kendra and see what are their differences

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Ruby on Rails logo Ruby on Rails

Ruby on Rails is an open source full-stack web application framework for the Ruby programming...

Amazon Kendra logo Amazon Kendra

Amazon Kendra is a highly accurate and easy to use enterprise search service that’s powered by machine learning.
  • Ruby on Rails Landing page
    Landing page //
    2023-10-23

We recommend LibHunt Ruby for discovery and comparisons of trending Ruby projects. Also, to find more open-source ruby alternatives, you can check out libhunt.com/r/rails

  • Amazon Kendra Landing page
    Landing page //
    2021-10-30

Ruby on Rails features and specs

  • Rapid Development
    Ruby on Rails uses conventions over configurations which allows developers to build applications quickly. It comes with a wealth of built-in tools and libraries that streamline the development process.
  • Community Support
    Rails has a vibrant and active community. This means a lot of third-party libraries (gems) are available, and you can easily find help and resources.
  • Convention over Configuration
    Rails emphasizes convention over configuration, which reduces the number of decisions developers need to make. This can increase productivity and consistency across projects.
  • Built-in Testing
    Rails comes with a strong built-in testing framework, making it easier to test your application and ensure that it works as expected.
  • Scalability Options
    Although it has a reputation for not being the most scalable framework, Rails can be made scalable with good architecture and the right tools.
  • RESTful Design
    Rails promotes RESTful application design, which means that it aligns well with best practices in web development and makes it easier to build APIs.

Possible disadvantages of Ruby on Rails

  • Performance
    Ruby on Rails can be slower than some other frameworks, particularly for applications that require a lot of computation or have high traffic.
  • Learning Curve
    While Rails makes many things easier with its conventions, this can create a steep learning curve for newcomers who need to understand the 'Rails way' of doing things.
  • Scalability Concerns
    Due to its monolithic nature, scaling Rails can be challenging, requiring significant architectural changes and optimizations.
  • Lesser Flexibility
    The conventions that make Rails easy to use can also be limiting. When you need to do something outside the typical Rails flow, it may be harder to implement.
  • Runtime Speed
    Ruby, the language that Rails is built on, is generally slower in terms of execution speed compared to other languages like Java or C++.
  • Memory Consumption
    Rails applications can consume a lot of memory, which can be a concern for large-scale applications or those with limited resources.

Amazon Kendra features and specs

  • Accurate Search
    Amazon Kendra uses machine learning to provide highly accurate search results, making it easier for users to find relevant information quickly.
  • Easy Integration
    Kendra can be easily integrated with a variety of data sources and applications, enabling seamless adoption and deployment across different platforms.
  • Natural Language Processing
    Kendra is equipped with advanced natural language processing capabilities, allowing users to ask questions in natural language and receive precise answers.
  • Scalability
    As a part of AWS, Kendra offers robust scalability which can handle large volumes of data and grow alongside organizational needs.
  • Customization
    Users can tailor Kendra's search capabilities to meet specific business requirements through intelligent ranking and fine-tuning of search results.

Possible disadvantages of Amazon Kendra

  • Cost
    Amazon Kendra pricing can be high, especially for large organizations with vast amounts of data to index and search, making it less accessible for smaller businesses.
  • Complexity
    Setting up and fine-tuning Amazon Kendra might require technical expertise, which can complicate its implementation for organizations lacking in-house tech resources.
  • Limited Language Support
    As of now, Amazon Kendra's support for multiple languages is limited, which may be a constraint for global enterprises operating in diverse linguistic regions.
  • Dependence on AWS Ecosystem
    Kendra works best within the AWS ecosystem, which can be a disadvantage for companies relying on other cloud service providers.
  • Data Privacy Concerns
    While AWS provides extensive security measures, there might be concerns regarding data privacy and compliance, especially for companies in heavily regulated industries.

Ruby on Rails videos

Ruby On Rails Biggest Waste Of Time In 2020 | Ruby on Rails Dead

More videos:

  • Tutorial - Ruby on Rails Tutorial | Build a Book Review App - Part 1

Amazon Kendra videos

Building enterprise search service using Amazon Kendra | AWS Machine Learning

More videos:

  • Review - Amazon Kendra: Transform the Way You Search and Interact with Enterprise Data Using AI
  • Tutorial - AWS Tutorials - Build enterprise search service using Amazon Kendra

Category Popularity

0-100% (relative to Ruby on Rails and Amazon Kendra)
Developer Tools
100 100%
0% 0
Custom Search Engine
0 0%
100% 100
Web Frameworks
100 100%
0% 0
Custom Search
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Ruby on Rails and Amazon Kendra

Ruby on Rails Reviews

  1. Stan
    · Founder at SaaSHub ·
    The most productive web framework

    Yes, there are other more trending frameworks; however, nothing reaches the productivity of Rails. It's simply unbeatable if you have a small team.

    For example both SaaSHub and LibHunt were built on Rails.

    🏁 Competitors: Django, Laravel

Top 9 best Frameworks for web development
The best frameworks for web development include React, Angular, Vue.js, Django, Spring, Laravel, Ruby on Rails, Flask and Express.js. Each of these frameworks has its own advantages and distinctive features, so it is important to choose the framework that best suits the needs of your project.
Source: www.kiwop.com
Top 5 Laravel Alternatives
In terms of documentation, guidelines, and libraries, Ruby on Rails is the superior framework for smaller applications. Since it entered the online scene before Laravel, its community is larger and more well-liked among programmers. When compared to other Laravel alternatives, Ruby’s code is much simpler to understand and write.
Top 10 Phoenix Framework Alternatives
While modern frameworks try to minimize the tradeoffs to a limited extent, none of them has come closer to the implementation of the Phoenix Framework, which offers Ruby on Rails levels of productivity while being one of the fastest frameworks available in the market.
10 Ruby on Rails Alternatives For Web Development in 2022
Once a prolific web development technology, in 2021, both Ruby and Ruby on Rails are considered dying technologies. The data speaks for itself. In October 2021, Ruby lost 3 ranks in the Tiobe Index compared to October 2020 and became the 16th most searched programming language. The same decline in Ruby on Rails popularity is demonstrated by Google Trends. The language...
Get Over Ruby on Rails — 3 Alternative Web Frameworks Worth Checking Out
Disclaimer: I started working on this article before the big controversy about Basecamp happened. I don’t want to make any point about this in the article. Regardless of what DHH and others are saying on different topics, Ruby on Rails is still a great piece of software and will continue to be. But there are some great alternatives as well that I would like to highlight.

Amazon Kendra Reviews

We have no reviews of Amazon Kendra yet.
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Social recommendations and mentions

Based on our record, Ruby on Rails seems to be a lot more popular than Amazon Kendra. While we know about 142 links to Ruby on Rails, we've tracked only 9 mentions of Amazon Kendra. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Ruby on Rails mentions (142)

  • Unlocking Opportunities: How to Thrive as a Ruby Engineer in Today's Tech Landscape
    Ruby on Rails open source projects. Contribute and learn at the same time. - Source: dev.to / 5 days ago
  • Open Source: A Goldmine for Indie Hackers
    Speed of Development: Frameworks such as Django or Rails accelerate the development process. - Source: dev.to / 6 days ago
  • Indie Hacking with Open Source Tools: Innovating on a Budget
    This ecosystem is fueled by repositories hosting powerful languages, functions, and versatile tools—from backend frameworks like Django and Ruby on Rails to containerization with Docker and distributed version control via Git. Moreover, indie hackers can also utilize open source design tools (e.g. GIMP, Inkscape) and analytics platforms such as Matomo. - Source: dev.to / 7 days ago
  • Charybdis ORM: Building High-Performance Distributed Rust Backends with ScyllaDB
    Ruby on Rails (RoR) is one of the most renowned web frameworks. When combined with SQL databases, RoR transforms into a powerhouse for developing back-end (or even full-stack) applications. It resolves numerous issues out of the box, sometimes without developers even realizing it. For example, with the right callbacks, complex business logic for a single API action is automatically wrapped within a transaction,... - Source: dev.to / 17 days ago
  • Ask HN: What's the ideal stack for a solo dev in 2025
    As it's just you I'd stick with Ruby on Rails 8[1] as you already know it and I think it could realistically easily achieve what you're proposing. There's lots of libraries to for calling out external AI services. e.g. Something like FastMCP[2] From the sound of it that's all you need. I'd use Hotwire[3] for the frontend and Hotwire Native if you want to rollout an app version quickly. I'd back it with... - Source: Hacker News / about 2 months ago
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Amazon Kendra mentions (9)

  • Building Custom Kendra Connectors and Managing Data Sources with IaC
    In today's AI-driven business landscape, chatbots have become the primary interface between companies and their customers. The effectiveness of these AI assistants hinges on one critical factor: the quality and accessibility of the data they're trained on. Amazon Kendra offers a powerful solution - a fully managed service that intelligently indexes and retrieves information from multiple data sources, enabling... - Source: dev.to / about 2 months ago
  • Deploy Amazon Q Business with AWS CDK - example and best practices
    The Q Business retriever is used to read the data from the index when users interact with the Q Business. You must specify the index type (in this example NATIVE_INDEX instead of using Amazon Kendra) and a reference to the index itself. - Source: dev.to / 9 months ago
  • How to Build Chatbots with Amazon Bedrock & LangChain
    I recommend you look deeper at LangChain if you are not already familiar with it. You can also look at the aws-samples Github page; they have some great examples to get you started. For example, you could add Amazon Kendra to the mix. Connect it with one of its many sources, like Atlassian Confluence, and set up Langchain to utilize the Kendra retriever. And now you have a chatbot that can answer questions based... - Source: dev.to / over 1 year ago
  • [P] Integrating a language model into an e-commerce website
    If you're doing this on AWS they already have a really contained solution for this. I'm sure Azure has a similar solution. I'll assume AWS - if so, AWS Kendra is a good place to start. This will give you performant natural language understanding and enterprise search support. Then you just need to map the rest of your desired functions to core AWS solutions. Source: almost 2 years ago
  • Amazon Titan
    > > One of the most important capabilities of Bedrock is how easy it is to customize a model. Customers simply point Bedrock at a few labeled examples in Amazon S3, and the service can fine-tune the model for a particular task without having to annotate large volumes of data (as few as 20 examples is enough) I can't even. Does anyone remember Amazon Kendra [1]? They promised the same there. "Here's an ML powered... - Source: Hacker News / about 2 years ago
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What are some alternatives?

When comparing Ruby on Rails and Amazon Kendra, you can also consider the following products

Laravel - A PHP Framework For Web Artisans

Algolia - Algolia's Search API makes it easy to deliver a great search experience in your apps & websites. Algolia Search provides hosted full-text, numerical, faceted and geolocalized search.

Django - The Web framework for perfectionists with deadlines

ElasticSearch - Elasticsearch is an open source, distributed, RESTful search engine.

ASP.NET - ASP.NET is a free web framework for building great Web sites and Web applications using HTML, CSS and JavaScript.

Google Cloud Search - Search across all your company's content in G Suite.