Best Development Frameworks in the Middle East

A server that is efficient means a lower cost infrastructure, better responsiveness under load, and happier users. How can you efficiently manage your server's resources, while still ensuring that you are serving as many requests as possible without sacrificing security validations or handy development? Fastify is the answer. Fastify is a web framework that focuses on providing the best developer experience possible. It's inspired by Express and Hapi. It is the fastest web framework in town, according to our knowledge.

Modular architecture allows for true flexibility and allows you to use any other libraries. A flexible ecosystem that can be used as a backbone for all types of server-side applications. Uses the latest JavaScript features to bring design patterns and mature solutions into Node.js. A complete development kit for building scalable server-side apps. JavaScript has been the "lingua franca of the web" for both front-end and backend applications in recent years thanks to Node.js. This has led to amazing projects such as Angular, React, and Vue that improve developer productivity and allow the creation of fast, extensible, and testable frontend applications. There are many great libraries, tools, and helpers for Node (and JavaScript server-side), but none of them solve the main problem of Architecture.

We believe that the most effective and differentiated applications won't only call out via an API to a language model. LangChain supports several modules. We provide examples, how-to guides and reference docs for each module. Memory is the concept that a chain/agent calls can persist in its state. LangChain provides a standard interface to memory, a collection memory implementations and examples of agents/chains that use it. This module outlines best practices for combining language models with your own text data. Language models can often be more powerful than they are alone.

FastAPI is an advanced web framework that allows you to build APIs using Python 3.7+. It uses standard Python type hints. Fast: Very high-performance, on par with NodeJS or Go (thanks Pydantic and Starlette). One of the fastest Python Frameworks available. Reduce code duplication and get multiple features out of each parameter declaration.

Core ML creates a model by applying a machine-learning algorithm to a collection of training data. A model is used to make predictions using new input data. Models can perform a variety of tasks which would be difficult to code or impractical. You can train a model, for example, to categorize images or detect specific objects in a photo based on its pixels. After creating the model, you can integrate it into your app and deploy on the device of the user. Your app uses Core ML and user data to make forecasts and train or fine-tune a model. Create ML, which is bundled with Xcode, allows you to build and train a ML model. Create ML models are Core ML formatted and ready to be used in your app. Core ML Tools can be used to convert models from other machine learning libraries into Core ML format. Core ML can be used to retrain a model on the device of a user.

Starlette comes with an application class called Starlette, which ties all its other functionality together. A list of middleware that will be run for each request. A starlette application always includes two middleware classes. ServerErrorMiddleware is added as the very outermost middleware, to handle any uncaught errors occurring anywhere in the entire stack. ExceptionMiddleware will be added as the innermost middleware to handle any handled exceptions that occur in the routing or the endpoints. Callables for startup handlers may not take arguments and can be either standard or async. Shutdown handler calls do not accept arguments and can be either standard functions, or async function.

Supports both the client and server side HTTP protocol. Both client and server web sockets are supported out-of-the box.

Asyncio provides a foundation for many Python asynchronous frameworks. These include high-performance web and network servers, database connection libraries, task queues distributed across multiple computers, etc. Asyncio can be a great fit for IO bound and high-level network code.

Falcon is a minimalist Python web API Framework for building robust microservices and app backends. The framework is compatible with both ASGI and gevent/meinheld. The Falcon web framework promotes REST architecture. Resource classes implement HTTP handlers to resolve requests and perform transitions. Falcon is a complement to more general Python webframeworks by adding extra reliability, flexibility and performance where you need it. You can use a number of Falcon templates, add-ons and complementary packages in your projects. You can find a few of these on the Falcon Wiki as a start, but you might also want to search PyPI for more resources.

As always, the first step is to model your data. Applications come and go but data will never disappear. Once your model has been implemented, CubicWeb will run and you can add high-value functionality for your users. RQL is compact language based on the application model. It focuses on the attributes and relationships between data. It is similar in syntax to SPARQL, but more readable for humans. After a RQL query has selected a graph, several views are available to display the data in the most relevant manner. This pattern is used to design the entire CubicWeb architecture. Permissions can be defined with unlimited precision in the data model. Any RQL request sent to the engine is automatically accompanied by security checks. CubicWeb relies upon a standard SQL-based database to store and manage data. CubicWeb prefers PostgreSQL as its database.

Sinatra has a number built-in settings which control the activation of certain features. The settings object is a request context object that contains application-level variables. These variables can be modified by using the set, disable, or enable methods. Applications can set their own custom settings, as well as default built-in framework settings. In its simplest form the set method creates an application attribute by taking a setting value and name. Extensions provide helper methods or class methods to Sinatra applications. These methods are usually listed and described in the extension home pages. Installing a gem, library or a file is all that's needed to use an extension.

A Ruby framework that allows you to create REST-like APIs.

Padrino is designed to make it easy and fun to code more complex web applications, while still retaining the spirit of Sinatra. The Padrino codebase has been kept simple, easy to understand and maintain. The generator creates a compact and clean directory structure for each new project, keeping your code well-organized and simple. This framework is easy to use for web development, whether you are working on a small json web application or a large full stack web application. Sinatra is a popular framework because of its simplicity and expressiveness. However, when building complex applications, many people find that they are missing out on a lot of functionality offered by other frameworks like Rails. We have developed a new approach to a web framework based on this assumption.

ASP.NET allows you to quickly build monolithic web applications that are ready for production. Install Spark CLI to get started. Create your first project. Spark projects are configured with the essential features for a full-stack web application.

Create asynchronous server and client applications. Simple and easy to use, you can create anything from microservices up to multiplatform HTTP clients. Open Source, fun, and free! Ktor was built from the ground-up using Kotlin. You can use a multiplatform, concise language with asynchronous programming and an intuitive imperative flow. Ktor lets you use only the features you need and structure your application in the way you want. You can also easily extend Ktor by adding your own plugin. JetBrains is the creators of IntelliJ IDEA and Kotlin. JetBrains uses Ktor internally as well as with our customers. You also get top-notch support for your tooling!

TypeORM can run on NodeJS, Browsers, Cordovas, PhoneGaps, Ionics, React Natives, NativeScripts, Expos, and Electron platforms. It can also be used with TypeScript or JavaScript (ES5, ES6, ES7 and ES8). Its goal to always support the most recent JavaScript features, and provide additional features to help you develop any type of application that uses databases. This includes small applications that use a few tables up to large enterprise applications that use multiple databases. TypeORM supports Active Record and Data Mapper Patterns, unlike other JavaScript ORMs. This allows you to write high-quality, loosely coupled applications that are scalable, maintainable, and scalable.

Slim is a great tool for creating APIs that consume data, repurpose it, or publish it. Slim is a great tool to create rapid prototypes. You can even create full-featured web apps with user interfaces. Slim is also super fast and requires very little code. You don't need to use a solution that has everything like Symfony and Laravel. These are excellent tools, no doubt. They are often overkill. Slim offers a minimal set that does exactly what you need. You will need a webserver like Nginx, Apache or similar. Slim apps contain routes that respond to HTTP requests. Each route calls a callback, and returns an HTTP reply. To get started you must first configure and instantiate the Slim application. Next, you define your application routes.

Feathers works with any backend technology and supports many databases right out of the box. It also works with any frontend technologies like React, VueJS or Angular. Build prototypes within minutes and production-ready applications in days. Feathers' unique architecture lets you focus on quickly building real-time apps and APIs. You get scalable HTTP real-time APIs, and you're prepared for the future. Feathers is compatible with NodeJS in the browser, React Native, or any other API client. You can connect your API to any frontend framework and use any database that supports many features out of the box. Feathers is built for TypeScript and provides the structure needed to create complex applications, but it's flexible enough to avoid getting in the way. With a wide range of plugins, you can find exactly what you are looking for.

Creating ML applications should be easy and frictionless. UnionML is a Python framework that is built on Flyte™ and unifies the ecosystem of ML software into a single interface. Combine the tools you love with a simple, standard API. This allows you to stop writing boilerplate code and focus on the important things: the data and models that learn from it. Fit the rich ecosystems of tools and frameworks to a common protocol for Machine Learning. Implement endpoints using industry-standard machine-learning methods for fetching data and training models. Serve predictions (and more) in order to create a complete ML stack. UnionML apps can be used by data scientists, ML engineers, and MLOps professionals to define a single source for truth about the behavior of your ML system.

Apache Mahout is an incredibly powerful, scalable and versatile machine-learning library that was designed for distributed data processing. It provides a set of algorithms that can be used for a variety of tasks, such as classification, clustering and recommendation. Mahout is built on top of Apache Hadoop and uses MapReduce and Spark for data processing. Apache Mahout(TM), a distributed linear-algebra framework, is a mathematically expressive Scala DSL that allows mathematicians to quickly implement their algorithms. Apache Spark is recommended as the default distributed back-end, but can be extended to work with other distributed backends. Matrix computations play a key role in many scientific and engineering applications such as machine learning, data analysis, and computer vision. Apache Mahout is designed for large-scale data processing, leveraging Hadoop and Spark.

Eurotech distributes and supports the Everyware Software Framework, an enterprise-ready IoT Framework. ESF is based on Eclipse Kura - the open source Java/OSGi gateway middleware. It adds provisioning and advanced security, as well as remote access and diagnostics monitoring. It supports ready to use field protocols (including Modbus OPC-UA S7, FANUC J1939 J1979 BACnet, IEC60870-5-101, IEC60870-5-104 DNP3, Mbus), MQTT connectivity and a web based visual data flow program to acquire data in the field, process at the edge and publish it to IoT Cloud platforms. ESF offers full remote device control through its integration with Everyware Cloud. Eurotech's IoT Integration Platform. Create and manage IoT edge applications. Connect to IoT devices, cloud services and other IoT devices using IoT Industrial Protocols. Visually compose data flow to manage, analyse, and route data.

Laminas, the enterprise-ready PHP Framework and Components, is a framework and components that are ready for business. Components include dependency injection, input validation, input filtering, pagination, navigation, feed generation, and more. Build PHP middleware apps using the PSR-7/PSR-15 specifications. Use a variety routing and template options and the dependency container of your choice. Build RESTful APIs with standards, and get validation, authentication and authorization right out of box. PHP 7 ready, with a proven track record of running high-usage and business-critical applications. Laminas was built using security best practices. Store passwords, and encrypt them with AES-256. Laminas is up to four times faster than previous versions. Laminas API Tools provide JSON representations which can be parsed in any mobile framework.

Inertia.js allows developers to create modern single-page apps using server-side routing. It allows the creation of fully rendered SPAs on the client side without the usual complexity associated with such applications. Inertia.js does not require an API or client-side routing, so developers can build controllers and pages as usual. It acts as a connector for server-side frameworks to modern frontend frameworks. It offers official client-side Adapters for React Vue and Svelte and server-side Adapters for Laravel Rails and Phoenix. This approach allows the development of modern SPAs by leveraging existing server side patterns. Inertia doesn't replace your existing server-side and client-side frameworks. It's designed to work alongside them. Inertia is the glue that binds the two. Inertia achieves this through adapters.

Livewire is an all-in-one framework for Laravel. It simplifies the creation of dynamic interfaces, without having to leave Laravel. It allows developers create modern, responsive web applications using Laravel’s Blade templating engines, eliminating the requirement for a separate framework. Livewire components are able to communicate with one another through a global events system, allowing seamless interaction between components. The framework provides features such as data binding, validation and lifecycle hooks to facilitate the development of dynamic interfaces. Livewire simplifies dynamic UIs by handling frontend interactions at the server level. Developers can focus on application logic instead of JavaScript. Livewire renders initial component output along with the page. It's SEO friendly. Livewire sends an AJAX request with the updated data to the server when an interaction occurs.

Many Python frameworks are capable of handling simple dashboards, but struggle with complex ones. This often leads to teams splitting into frontend and rearend roles, which can cause various challenges. Solara is a web framework that combines ReactJS with Python simplicity. It has a flexible API that allows for UI complexity and efficient state management. Solara is compatible with a variety of platforms, including Jupyter and Voila. It also supports a wide range of applications from dashboards to prototypes. It focuses on code quality, developer access, and robust testing.