Page 7 - Top Software Development Apps - Kuwait

Preloop

preloop.com

Deploy your ML models in hours instead of weeks. Preloop translates your experimental scripts into production ML services, and provides built-in observability, versioning, and more.

Fixie.ai

fixie.ai

Fixie.ai is a cloud-based platform designed to build, host, and scale natural language agents.

Ellipsis

ellipsis.dev

Ellipsis is an AI devtool that converts technical instructions into working, tested code. Customers like PromptLayer and Warp (W23) use us to review changes and fix bugs. With Ellipsis, teams get a deep LLM-powered code review on every commit. When a developer wants to make a change, they simply tag us, and Ellipsis submits the fix. Ellipsis runs in the cloud so developers can make progress on other tasks while Ellipsis answers questions, writes code, and conducts code reviews on their behalf. The product integrates with GitHub, Slack, Linear, and other sources, allowing for thoughtful responses that consider the product roadmap, production logs, and bug reports.

Steamship

steamship.com

Build AI Agents with our Python SDK, and effortlessly deploy them to the cloud. Gain access to serverless cloud hosting, vector search, webhooks, callbacks, and more.

GPTConsole

gptconsole.ai

GPTConsole helps developers generate web/mobile applications and perform web automation through prompts. It offers an NPM package that developers can install on their local machines. We are launching a CLI with infinite context and two autonomous AI agents.

DatumBox

datumbox.com

The Datumbox API offers a large number of off-the-shelf Classifiers and Natural Language Processing services which can be used in a broad spectrum of applications including: Sentiment Analysis, Topic Classification, Language Detection, Subjectivity Analysis, Spam Detection, Reading Assessment, Keyword and Text Extraction and more. All services are accessible via our powerful REST API which allows you to develop your own smart Applications in no time.

GooseAI

goose.ai

GooseAI is a fully managed NLP-as-a-Service, delivered via API. It is comparable to OpenAI in this regard. And even more, it is fully compatible with OpenAI's completion API! Our state-of-the-art selection of GPT-based language models and uncompromising speed will give you a jumpstart when starting your next project or offer a flexible alternative to your current provider.

deepset Cloud

docs.cloud.deepset.ai

deepset Cloud is an enterprise SaaS platform to build natural language processing applications.

Expert.ai Developer

developer.expert.ai

Expert.ai is the premier artificial intelligence platform for language understanding. Its unique hybrid approach to NL combines symbolic human-like comprehension and machine learning to transform language-intensive processes into practical knowledge, providing the insight required to improve decision making throughout organizations. By offering a full range of on-premise, private and public cloud offerings, expert.ai augments business operations, accelerates and scales data science capabilities and simplifies AI adoption across a vast range of industries including Insurance, Banking & Finance, Publishing & Media, Defense & Intelligence, Life Science & Pharma, Oil Gas & Energy, and more.

Intellexer API

esapi.intellexer.com

Intellexer.API Get access to the most up-to-date and intellectual tools for text information processing. Our semantic technologies allow you solve the issues of information search, extraction and systematization. By means of easy web access you can retrieve and manage knowledge from your documents in the most efficient way.

Labellerr

labellerr.com

Labellerr is only training data platform with Smart Feedback Loop. Our technology helps AI-first organizations developing computer vision AI to bring automation in their data pipeline. Our saas platform solves challenges for ML scientists who need faster, convenient and iterative access to training data in a secure manner to train their computer vision/unstructured data AI models. We strive to provide services with a "make it happen" attitude. Our focus industries include healthcare, autonomous vehicle, smart cities, retail and manufacturing.

Datature

datature.io

Datature is an all-in-one vision AI platform designed to streamline the processes involved in managing datasets, annotating, training, and deploying computer vision models. Suitable for enterprises, high-growth companies, early-stage startups, researchers and academia, this tool does not require coding skills. Datature supports customised integrations and offers advanced security measures. Its 'Nexus' allows for collaboration, annotation, training, and deployment of multiple computer vision models on a single platform. Features like 'IntelliBrush' ease the process of creating annotations, while 'Portal' facilitates visualisation of computer vision models. The platform is compatible with all Model Formats and plugs seamlessly into the 'Nexus', with an added benefit of having a rich open-source community supporting it. Demonstrating industry-tested algorithms and market-validated insights, Datature offers a range of solutions suitable for sectors as diverse as pharmaceutical & healthcare, retail & e-commerce, smart city, utilities & energy, agriculture, and manufacturing & construction. It features a resources section providing a variety of materials, from glossaries and documentation to tutorials and articles highlighting best industry practices and trend developments in AI.

Jaxon.ai

jaxon.ai

Practical use of AI for “real-world” problems is hard, requiring experts to align domain knowledge to design the right data/model combinations. Large language models like GPT-4 are great for general purpose tasks but fall short on domain-specific use cases, especially when proprietary data is involved. Engineers are being thrown into the AI race and need guardrails. Jaxon’s an AI platform that guides data science teams through the research-design-build process. It combines formal reasoning with an LLM-driven agent to ensure data science teams adhere to best practices. Jaxon explores tradeoffs using simulations to quickly figure out what will work best for each use case. With Jaxon, users actively participate in the development process and iteratively validate performance but don’t need to be PhDs to be effective. Jaxon’s proprietary framework manifests as a trusted technical advisor that helps data science teams quickly design state-of-the-art AI systems, steering clear of potential pitfalls and misinformation. Jaxon continuously improves its performance by self-analyzing user projects and incorporating new knowledge of what works and when.

NetMiner

netminer.com

NetMiner embed internal Python-based script engine which equipped with the automatic Script Generator for unskilled users. Then the users can operate NetMiner with existing GUI or programmable script language.

SentiSight.ai

sentisight.ai

SentiSight.ai is a web-based platform that can be used for image labeling and for developing AI-based image recognition applications. It has two major goals: the first is to make the image annotation task as convenient and efficient as possible, even for large projects with many people working on image labeling, and the second is to provide a smooth and user-friendly interface for training and deploying deep neural network models. The ability to perform both of these tasks on the same platform provides the advantage of being able to label images and then train and improve models in an iterative way. SentiSight.ai offers powerful features, such as: * Image labeling. * Smart labeling tool. * Shared labeling projects and time tracking. * Classification model training. * Object detection model training. * Online and offline models (free 30-day trial available). * Pre-trained models. * Image Similarity search.

CVAT.ai

cvat.ai

Computer Vision Annotation Tool (CVAT), which is designed for use by professional data annotation teams to label data for computer vision algorithms

TensorFlow

tensorflow.org

TensorFlow is a free and open-source software library for machine learning and artificial intelligence. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. It was developed by the Google Brain team for Google's internal use in research and production.

TrueFoundry

truefoundry.com

TrueFoundry is a Cloud-native PaaS for Machine learning teams to build, deploy and ship ML/LLM Applications on their own cloud/on-prem Infra in a faster, scalable, cost efficient way with the right governance controls, allowing them to achieve 90% faster time to value than other teams. TrueFoundry abstracts out the engineering required and offers GenAI accelerators - LLM PlayGround, LLM Gateway, LLM Deploy, LLM Finetune, RAG Playground and Application Templates that can enable an organisation to speed up the layout of their overall GenAI/LLMOps framework. Enterprises can plug and play these accelerators with their internal systems as well as build on top of our accelerators to enable a LLMOps platform of their choice to the GenAI developers. TrueFoundry is modular and completely API driven, has native integration with popular tools in the market like LangChain, VectorDBs, GuardRails, etc. TrueFoundry works with 25+ Fortune 500 Companies as well as hi-Tech midmarket companies including likes of WadhwaniAI, WhatFix, 2 Fortune 100 healthcare, Games24x7, AvisoAI etc. TrueFoundry is backed by Sequoia, Eniac & Angels like Naval Ravikant, Anthony Goldbloom & 50+ AI & ML leaders from top tech companies, Fortune 500 CXOs and founders at Unicorns like AlphaSense, Innovaccer, WhatFix, Rubrik etc.

Civis Analytics

civisanalytics.com

Civis Analytics helps organizations use data to gain a competitive advantage in how they identify, attract, and engage their audiences. With a powerful combination of best-in-class data, cutting-edge software solutions, and an interdisciplinary team of data scientists, developers, and survey science experts, Civis works with leading public and private sector organizations to make data-driven decision-making essential to how they do business.

Kortical

kortical.com

Kortical is an AI platform designed to accelerate the delivery of AI solutions, focusing on providing transparent AutoML, scalable deployment, ML Ops, and Auto Training AI/ ML models. Primarily designed for data scientists and coders, Kortical aims to streamline repetitive tasks and facilitate significant business value. It allows users to rapidly scale the delivery of AI and ML solutions using both UI and code interfaces. The platform provides functionality for exploratory data analysis, custom data cleaning, and feature engineering. With Kortical, users can create thousands of model experiments and specify every detail or let the AutoML handle it. The platform also boasts advanced model explainability and offers one-click deployment via UI or API. Furthermore, Kortical allows for ML app/service creation, deployment, and infrastructure with the possibility to build and deploy an ML app with code. Notably, Kortical emphasizes its philosophy of ease of use while providing the functionality to modify every detail of the AI solutions. The cloud-based platform assists in adapting to consumer and market behavior swiftly and efficiently, promoting self-learning AI.

C3.ai Developer

developer.c3.ai

C3.ai is a leading enterprise AI software provider for accelerating digital transformation. The C3 AI Academy offers learning experiences that enable developers and data scientists to be successful, whatever their level of expertise. The courses expose students to core C3 AI Application Platform concepts and teach them how to build machine learning applications. Short, advanced topic courses allow students to dig deeper into those topics and hone specific skills. Whatever you need to be successful with the C3 AI Application Platform, we have the training to support you.

UbiOps

ubiops.com

Turn your local analytics scripts into powerful data-driven applications! UbiOps is an easy-to-use deployment and serving layer for your data science, AI & ML code. It turns your Python & R models and scripts into live web services, allowing you to use them from anywhere at any time. From simple data processing functions to complex machine learning (ML) & AI pipelines. With UbiOps you can easily run them behind your own applications, websites or inside your data/IT infrastructure. Without having to worry about security, reliability or scalability. UbiOps reduces development costs significantly, increases productivity of your data science team and decreases your time to market. UbiOps can be used as a Software-as-a-Service (SaaS) or installed in your own (cloud) environment. You can use UbiOps from our WebApp, or work with our Command Line Interface or our Python/R client for integrations. Offering maximum flexibility to fit it in your existing data science stack and processes.

YData

ydata.ai

YData helps data science teams to accelerate their AI development with improved data quality.

ZenML

zenml.io

ZenML is an extensible, open-source MLOps framework for creating portable, production-ready MLOps pipelines. It's built for data scientists, ML Engineers, and MLOps Developers to collaborate as they develop to production. ZenML has simple, flexible syntax, is cloud- and tool-agnostic, and has interfaces/abstractions that are catered towards ML workflows. ZenML brings together all your favorite tools in one place so you can tailor your workflow to cater to your needs.

VESSL AI

vessl.ai

Build, train, and deploy models faster at scale with fully managed infrastructure, tools, and workflows.

Replicate

replicate.com

Run AI with an API. Run and fine-tune open-source models. Deploy custom models at scale. All with one line of code.

OneCompiler

onecompiler.com

OneCompiler is an online compiler helps users to write, run and share code online. The way we learn programming has changed drastically over past few years. Users are using mobiles, tablets, chromebooks etc to learn programming. Unfortunately the majority of programming languages supports only x86 architectures so they are limited to be installed on Laptops & Desktops. Installations are not easy and adds steep learning curve for the beginners.

Verta

verta.ai

Verta is a Palo Alto-based startup building software infrastructure to help enterprise data science and machine learning (ML) teams rapidly develop and deploy ML models. The Verta platform builds upon pioneering research at MIT CSAIL on ModelDB, the first open-source model management system, currently used at Fortune 500 companies. Verta’s technology extends ModelDB to support the entire modeling lifecycle including model training, deployment, and governance.

Tenyks

tenyks.ai

Tenyks is a University of Cambridge spin-out inventing the way humanity interacts with AI to protect and delight. To protect the world from the misuse of AI, but also to ensure that AI is developed with passion, excitement, and joy! We are building an MLOps monitoring and validation platform that helps AI developers working with computer vision data to build more reliable software faster. Specifically, our platform helps ML developers understand what's wrong with their software and fix it. At Tenyks we set our goals ridiculously high and stick together to go further than anything previously imaginable. We start small, work hard, and deliver fast, embracing the inevitable obstacles with open hearts because challenges fuel our burning desire for learning. Tenyksians make no distinction between work and play. We simply pursue our vision of excellence, leaving others to decide whether we are working or playing.

Modular

modular.com

The next-generation AI developer platform unifying the development and deployment of AI for the world.

Model Share

modelshare.ai

The Model Share AI MLOps platform is a dynamic hub for machine learning innovation. It allows data science and machine learning engineers to easily manage ML projects from start to finish. You can improve models, track progress with rich ML analytics and reporting tools, and deploy models instantly. At Model Share AI, we are also building the biggest database of reusable ML models in the world, users can build data science portfolios, generate and share reproducible models and reusable code.

Bria

bria.ai

BRIA.ai is a Visual Generative AI platform known for its proprietary Generative AI technology. It helps in creating customized visual content at scale. The platform is designed for diverse applications, including usage by artists and start-ups. The platform has been built with a focus on responsible innovation that promotes a sustainable, fair, and legal creative ecosystem through ethical and responsible AI practices. It uses a 100% licensed, certified dataset to ensure protection against copyright, trademark, and privacy issues. It also features a patented attribution engine that compensates creators, fostering a safe, commercial environment.BRIA.ai offers AI foundation models for building unique visual Gen AI capabilities and service tools for model inference, evaluation, optimization, and fine-tuning. Users can generate and modify visuals using a comprehensive API suite and personalize on-brand content through fine-tuning data capabilities. It features an IFRAME / SDK for quick integration of Gen AI to enhance user experiences and expedite market entry without development effort. BRIA.ai also provides a web application to experiment with its Visual Generative AI capabilities.BRIA.ai ensures its models are trained exclusively on licensed and safe-to-use data, ensuring no copyright infringement or harmful content, and ensuring diversity, fairness, and unbiasedness. The platform is designed for commercial use and is built to address diverse business challenges with unmatched flexibility. It allows teams to independently utilize its Foundation Models and APIs in a versatile manner suited to their specific needs.

OctoAI

octo.ai

OctoAI delivers infrastructure to run, tune, and scale generative AI applications. OctoAI makes models work for you, not the other way around. Developers get easy access to efficient AI infrastructure so they can run the models they choose, tune them for their specific use case, and scale from dev to production seamlessly. With the fastest foundation models on the market (including Llama-2, Stable Diffusion, and SDXL), integrated customization solutions, and world-class ML systems under the hood, developers can focus on building apps that wow their customers without becoming AI infrastructure experts. Backed by leading venture capital firms, the company is headquartered in Seattle, WA. OctoAI is founded and led by the creators Apache TVM, an open-source ML stack for model performance and portability.

Hopsworks

hopsworks.ai

Hopsworks is a collaborative ML platform with highest performance Feature Store for batch and real-time data. Built around the industry's most advanced and modular feature store that provides seamless integration for existing pipelines and helps bring models to production faster. What and why? A feature store is a platform for managing features when building and deploying machine learning models. A Feature Store, like Hopsworks, is used for faster iteration and faster deployment of models to production. It is beneficial for scaling and moving real-time machine learning use cases with more ease as well as increasing productivity for data and AI teams. Integration As an open and modular platform, Hopsworks integrates with all major tools in the Data Science ecosystem and can be deployed on all cloud platforms as a managed solution. Hopsworks is a Python-Centric platform, your existing python code and pipeline can be seamlessly used with Hopsworks and on our enterprise solution you can install your own libraries or any framework you wish and work on a local jupyter environment.

FusionAuth

fusionauth.io

FusionAuth is the customer authentication and authorization platform that makes developers' lives awesome. You'll get all the features your app needs plus a customizable, scalable solution you can run on any computer, anywhere in the world.

Deeploy

deeploy.ml

Deeploy provides organizations with high-risk AI use cases a Responsible AI platform and creates the opportunity to implement explainable, accountable, and manageable Machine Learning models while enabling interaction between humans and AI. Setting the technical foundation for Responsible Machine Learning, connecting creators and consumers.

MLJAR

mljar.com

MLJAR - Outstanding Data Science Tools The mljar-supervised is a human-first machine-learning platform. It makes algorithm search and tuning painless. Users need to upload a dataset, select input and target attributes, and mljar will find the best matching ML algorithm. MLJAR automates the process of machine learning pipelines. The MERCURY is the easiest way to share your Python notebook with non-technical people. By adding widgets to your computational notebook you can create an interactive report, dashboard, web app... and the DEPLOY it with just a few clicks by using MERCURY CLOUD.

Arize AI

arize.com

Arize AI is an AI observability and LLM evaluation platform built to enable more successful AI in production.

ClearML

clear.ml

ClearML is the leading open source, end-to-end solution for unleashing AI in the enterprise, trusted by leading Fortune 500 companies, enterprises, academia, and innovative start-ups worldwide. We enable customers to build continuous ML workflows -- from experiment management and orchestration through data management and scheduling, followed by provisioning and serving -- to achieve the fastest time to ML production, fastest time to value, and increased performance. In this way, ClearML accelerates ML adoption across business units, helping companies reach their revenue potential and materialize their ML investments. With thousands of deployments and a vibrant, engaged community, ClearML is transforming the ML space -- bridging software, machine learning, and automation.

Valohai

valohai.com

Valohai is the MLOps platform purpose-built for ML Pioneers, giving them everything they've been missing, in one platform that just makes sense. Now they run thousands of experiments at the click of a button – creating data they trust. All while using the tools they love to build things to last. And with Valohai, ML teams easily collaborate on anything from models to metrics. Allowing ML Pioneers to build faster and deliver stronger products to the world.

Weights & Biases

wandb.ai

Weights & Biases: The AI developer platform. Track everything you need to make your models reproducible with Weights & Biases— from hyperparameters and code to model weights and dataset versions. Weights & Biases helps your ML team unlock their productivity by optimizing, visualizing, collaborating on, and standardizing their model and data pipelines – regardless of framework, environment, or workflow. Used by ML engineers at OpenAI, Lyft, Pfizer, Qualcomm, NVIDIA, Toyota, GitHub, and MILA, W&B is part of the new standard of best practices for machine learning. W&B is free for personal use and academic projects, and it's easy to get started.

JFrog

jfrog.com

Deliver Trusted Software with Speed. The only software supply chain platform to give you end-to-end visibility, security, and control for automating the delivery of trusted releases. The massively scalable, hybrid JFrog Platform is open, flexible, and integrated with all the package technologies and tools comprising the software supply chain. Organizations benefit from full traceability to any type of release and deployment environment including ML models, software that runs on the edge, and software deployed in production data centers.

Bencher

bencher.dev

Catch Performance Regressions in CI. Detect and prevent performance regressions before they make it to production with continuous benchmarking

StellarX

stellarx.ai

Collaboration should be simple, straightforward, and effective. StellarX empowers business professionals across industries to better themselves with immersive AI-enabled experiences. Simply drag-and-drop, grab and go, point and click, or set it and forget it. You name it, consider it done—without code.

evoML

evoml.ai

evoML empowers data scientists, engineers and business leaders to accelerate the delivery of efficient ML models from months to weeks and improve ML code efficiency for faster running speed and higher profitability.

Hiro

hiro.so

Hiro builds developer tools that bring Web3 to Bitcoin. Hiro’s suite of tools unlocks the full potential of Bitcoin through smart contracts, digital assets, and decentralized applications.

NVIDIA Developer

developer.nvidia.com

Build Applications With Generative AI. Experience, prototype, and deploy AI with production-ready APIs that run anywhere.

Papers with Code

paperswithcode.com

The mission of Papers with Code is to create a free and open resource with Machine Learning papers, code, datasets, methods and evaluation tables. We believe this is best done together with the community, supported by NLP and ML. All content on this website is openly licenced under CC-BY-SA (same as Wikipedia) and everyone can contribute - look for the "Edit" buttons! We also operate specialized portals for papers with code in astronomy, physics, computer sciences, mathematics and statistics.

WebPageTest

webpagetest.org

Run a free website speed test from around the globe using real browsers at consumer connection speeds with detailed optimization recommendations.

PixLab

pixlab.io

PixLab is the leading independent, software-as-a-service platform for Machine Vision and Media Processing APIs. We help developers implement intelligent apps with our Web & Offline SDKs. Our APIs features set, includes but not limited to, Passports & ID Cards Scanning, Content Moderation, Facial Recognition, Optical Character Recognition, and many other API endpoints.

Lambda

lambdalabs.com

Lambda provides computation to accelerate human progress. We're a team of Deep Learning engineers building the world's best GPU cloud, clusters, servers, and workstations. Our products power engineers and researchers at the forefront of human knowledge. Customers include Intel, Microsoft, Google, Amazon Research, Tencent, Kaiser Permanente, MIT, Stanford, Harvard, Caltech, Los Alamos National Lab, Disney, and the Department of Defense.

Relu

relu.eu

Relu is a software company creating an AI software component to automatically convert 3D medical images into a Virtual Patient. We focus on making it easy to integrate this technology into your existing dental workflow/software.

Tusk

usetusk.ai

Tusk is an AI coding agent that fixes customers' bugs instantly. Engineers use Tusk to automatically complete annoying bug tickets, increasing customer NPS while reducing context-switching. Tusk integrates with Linear, Jira, Notion, and GitHub so that it takes one click to push a hotfix. Simply assign a ticket to Tusk. Our AI will traverse your codebase for context, create a pull request, and then test the change to make QA easy.

Vatis Tech

vatis.tech

Revolutionising Speech Recognition with Superior Accuracy and Affordability. Vatis Tech’s API provides advanced speech-to-text technology that automatically converts audio or video files into text with over 95% accuracy, using proprietary deep-learning speech recognition algorithms. Vatis Tech offers its speech-to-text API engine and web platform to agile startups, behemoth enterprises, podcasters, journalists, and developers alike. This allows solution and service providers to integrate the technology into their applications, regardless of industry or use case. * Deploy on-prem or on cloud * Build in any programming language with our API * Get scalable GPU infra for training and inference * Contextual features like speaker diarization, entity detection, punctuation, and capitalization or numeral conversion. * Text editing features inside the web application * Transcribe in real-time or pre-recorded files

Ivory Consulting

ivorycc.com

Ivory Consulting Corporation has been the leading provider of equipment lease and loan software, software customizations and consulting services for the equipment finance industry.

Lumigo

lumigo.io

Lumigo is a cloud native observability and debugging platform purpose-built for serverless and containerized applications. With best-in-breed distributed tracing, Lumigo helps developers and engineers navigate the complexities of highly distributed cloud applications with confidence. Deployed with zero code changes, Lumigo connects every component in modern applications, from AWS serverless and containerized services to 3rd party integrations, making it easy and quick to find and fix bugs, errors or performance issues. Visual Debugging - With no manual code changes, Lumigo visualizes your entire environment, including your containers, Lambdas, AWS managed services, and every API call to third parties. One-Click Distributed Tracing - Go beyond just metrics and logs with Lumigo’s visual stack trace of the entire request or transaction that you can seamlessly navigate to find the root cause of issues in seconds. Identify & Remove Performance Bottlenecks- Easily surface critical insights about your serverless and containerized applications to understand system health, explore performance issues, lower costs and remove bottlenecks. Serverless-Specific Smart Alerts- Predictive analytics identifies issues before they impact performance or end-users and sends alerts directly to Slack, email or any other tool in your workflow. Clear View of Your Architecture- Forget whiteboards. Lumigo provides a visual, always up-to-date view of your entire architecture. Works with your Existing Toolchain- Whether it's alerted to Slack, Microsoft Teams, VictorOps or PagerDuty, the ability to create issues directly in Jira or deploy via Terraform or Serverless Framework, Lumigo plays nice with your eco-system. Get up & running in minutes——start free! https://lumigo.io

Buster

buster.so

Connect your database to your LLM applications. Build, monitor, and deploy a SQL API that's trained on your database. Manage security, performance, and access controls from one place. Buster is an open-source alternative to Fivetran, Snowflake, dbt Cloud & Tableau - all in a single platform. With it, engineers can spin up their entire AI data stack in a weekend and business users can ask data questions in plain english, get back charts & build their own dashboards.

Quary

quary.dev

Quary is the first analytics engineering platform that brings the entire model-test-deploy workflow into the browser.

SciPhi

sciphi.ai

SciPhi - An open source cloud platform that enables developers to build, deploy, and optimize the best RAG system. SciPhi Cloud is powered by R2R, the Supabase for RAG. Features include user auth and permissions, hybrid search, advanced RAG, observability and more. SciPhi cloud platform streamlines the process of bringing your RAG solutions to production, providing a robust and scalable infrastructure. Key Features * Configure: Tailor your RAG to your specific requirements using the intuitive r2r.toml. * Customize: Customize your solution directly by modifying the underlying code. * Deploy: Launch your RAG project to the cloud with just a few clicks. * Autoscale: Seamlessly handle traffic surges with our intelligent autoscaling capabilities. * Evaluate: Monitor and assess performance with built-in analytics and evaluation tools.