Best AI tools for< Distributed Systems Engineer >
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20 - AI tool Sites

Eventual
Eventual is an AI tool that revolutionizes data processing by building a generational technology for multimodal data handling. Their query engine, Daft, simplifies processing of images, video, audio, and text, liberating engineers from complex distributed systems. Eventual enables the development of AI systems previously deemed impossible, by embracing real-world data messiness. The tool is used by companies like Amazon, MobilEye, and CloudKitchens to process petabytes of data daily, marking a shift towards a more efficient and innovative AI infrastructure.

Cloudflare
Cloudflare is a web infrastructure and website security company that provides content delivery network services, DDoS mitigation, Internet security, and distributed domain name server services. It offers a range of developer products and AI products to enhance web performance and security. Cloudflare's platform allows users to build, secure, and deliver applications globally, with features like Workers, Pages, Images, Stream, AutoRAG, AI Vectorize, AI Gateway, and AI Playground.

VeroCloud
VeroCloud is a platform offering tailored solutions for AI, HPC, and scalable growth. It provides cost-effective cloud solutions with guaranteed uptime, performance efficiency, and cost-saving models. Users can deploy HPC workloads seamlessly, configure environments as needed, and access optimized environments for GPU Cloud, HPC Compute, and Tally on Cloud. VeroCloud supports globally distributed endpoints, public and private image repos, and deployment of containers on secure cloud. The platform also allows users to create and customize templates for seamless deployment across computing resources.

Sapling
Sapling is a language model copilot and API for businesses. It provides real-time suggestions to help sales, support, and success teams more efficiently compose personalized responses. Sapling also offers a variety of features to help businesses improve their customer service, including: * Autocomplete Everywhere: Provides deep learning-powered autocomplete suggestions across all messaging platforms, allowing agents to compose replies more quickly. * Sapling Suggest: Retrieves relevant responses from a team response bank and allows agents to respond more quickly to customer inquiries by simply clicking on suggested responses in real time. * Snippet macros: Allow for quick insertion of common responses. * Grammar and language quality improvements: Sapling catches 60% more language quality issues than other spelling and grammar checkers using a machine learning system trained on millions of English sentences. * Enterprise teams can define custom settings for compliance and content governance. * Distribute knowledge: Ensure team knowledge is shared in a snippet library accessible on all your web applications. * Perform blazing fast search on your knowledge library for compliance, upselling, training, and onboarding.

DDoS-Guard
DDoS-Guard is a web security service that protects websites from distributed denial-of-service (DDoS) attacks. It checks the user's browser before granting access to the website, ensuring a secure browsing experience. The service provides automatic protection against DDoS attacks and ensures the smooth functioning of websites. DDoS-Guard is trusted by many websites to safeguard their online presence and maintain uninterrupted service for their users.

Leadster
Leadster is an AI-powered marketing chatbot designed to increase lead generation by engaging and qualifying leads automatically. It offers interactive chatbot features to personalize visitor interactions, qualify leads 24/7, and distribute leads intelligently. Leadster integrates with various systems, tracks campaign performance, and optimizes lead conversion. The tool is user-friendly, requires no programming knowledge, and provides over 2000 integration possibilities. Leadster is a leader in conversational marketing in Brazil, validated by over 2000 companies. It helps businesses generate more qualified leads, optimize sales processes, and improve lead quality.

Cloudflare
Cloudflare is a website security and performance company. It provides a variety of services to help websites protect themselves from attacks, improve their performance, and deliver content faster to users. Cloudflare's services include a content delivery network (CDN), a web application firewall (WAF), a distributed denial of service (DDoS) protection service, and a domain name system (DNS) service.

Wondr AI
Wondr AI is a comprehensive platform that empowers users to automate their print-on-demand stores with the help of AI. It offers a suite of tools and features designed to streamline the process of creating, publishing, and listing products, as well as automating social media posts and marketplace listings. With Wondr AI, users can generate unique product designs, descriptions, and social media content, and distribute their products to various marketplaces, all without the need for manual input or coding knowledge.

Quintype
Quintype is an AI-powered Digital Newsroom Growth Platform that helps publishers transform their digital newsrooms to increase website traffic, engage with the audience, and generate revenue from loyal subscribers. It offers solutions for content management, audience engagement, subscription and paywall management, API integrations, and more. Quintype leverages AI technology to provide innovative storytelling, audience insights, moderation, and syndication. The platform is trusted by global publishers to deliver high-quality experiences and drive website traffic. With a focus on mobile journalism and omnichannel distribution, Quintype enables publishers to create, distribute, and monetize content effectively.

Publive
Publive is an AI-powered Content Management System (CMS) designed for media and brand publishers. It offers a range of features to enhance reader experience, streamline content creation and distribution, optimize monetization strategies, and provide actionable insights. Publive helps publishers create relevant and engaging content by leveraging AI at every stage of the content lifecycle. It aims to address challenges such as poor loading times, SEO updates, inefficient content distribution, and infrastructure issues. Trusted by brands across genres, Publive is a comprehensive solution for publishers looking to amplify their growth and reach their audience effectively.

Pvalyou
Pvalyou is an AI application designed to enhance productivity by providing AI agents that offer unparalleled research capabilities, reliability, personalization, and cross-interface functionality. The platform features Val, a sophisticated AI analyst, and a coordinated system of multiple sub-agents to distribute complexity and computation efficiently. Pvalyou aims to revolutionize organizational AI analysts by offering a deeply personalized and intuitive experience for users.

Choco
Choco is an AI-powered platform designed for distributors and restaurants to streamline order processing and management. With Choco AI, orders from various sources like voicemails, SMS, emails, and third-party providers are automatically processed into the ERP system within seconds. The platform aims to enhance operational efficiency, reduce manual work and errors, improve customer satisfaction, and minimize waste in the food supply industry. Choco offers features such as digital order processing, AI-CRM solutions, marketing assistance, team management, and access to a comprehensive product catalog.

Asana
Asana is an AI-powered work management platform that helps teams organize and manage their tasks, projects, and workflows efficiently. It offers a wide range of features to streamline work processes and improve collaboration among team members. Asana's AI capabilities, known as Asana Intelligence, provide insights and recommendations to enhance productivity and decision-making. With a user-friendly interface and seamless integrations with other tools, Asana is a popular choice for businesses of all sizes to achieve their goals effectively.

PharmaTrace
PharmaTrace is an advanced healthcare ecosystem that leverages blockchain technology and artificial intelligence to revolutionize the pharmaceutical industry. It offers solutions for track and trace, chronic disease forecasting, and digital transformation in the supply chain. The platform enables collaboration among different stakeholders in the industry, ensuring transparency, compliance, and efficiency. PharmaTrace provides customizable templates, scalable solutions, and data-driven insights to enhance patient care, improve sales targets, and ensure the integrity of drug supply chains. With a focus on future-proof technologies, the platform aims to streamline business processes and drive innovation in healthcare.

Kubee
Kubee is a platform that allows users to create digital avatars and interact with each other. It uses AI to generate realistic avatars and animate them in real-time. Kubee also allows users to create and share their own virtual worlds, and to mint NFTs of their avatars and creations. The platform is designed to be a social space where users can connect with each other and express themselves creatively.

Rayyan
Rayyan is an intelligent systematic review tool trusted by over 500,000 researchers worldwide. It helps users organize, manage, and accelerate collaborative systematic literature reviews. Rayyan empowers users to work remotely and collaborate with distributed research teams, offering membership packages with onboarding, training, and priority support. The tool is designed to understand language, learn from user decisions, and facilitate quick navigation through systematic reviews. Rayyan also provides solutions for organizations and businesses to streamline research processes and save valuable researcher time.

Cortex Labs
Cortex Labs is a decentralized world computer that enables AI and AI-powered decentralized applications (dApps) to run on the blockchain. It offers a Layer2 solution called ZkMatrix, which utilizes zkRollup technology to enhance transaction speed and reduce fees. Cortex Virtual Machine (CVM) supports on-chain AI inference using GPU, ensuring deterministic results across computing environments. Cortex also enables machine learning in smart contracts and dApps, fostering an open-source ecosystem for AI researchers and developers to share models. The platform aims to solve the challenge of on-chain machine learning execution efficiently and deterministically, providing tools and resources for developers to integrate AI into blockchain applications.

AI Elections Accord
AI Elections Accord is a tech accord aimed at combating the deceptive use of AI in the 2024 elections. It sets expectations for managing risks related to deceptive AI election content on large-scale platforms. The accord focuses on prevention, provenance, detection, responsive protection, evaluation, public awareness, and resilience to safeguard the democratic process. It emphasizes collective efforts, education, and the development of defensive tools to protect public debate and build societal resilience against deceptive AI content.

AnthologyAI
AnthologyAI is a breakthrough Artificial Intelligence Consumer Insights & Predictions Platform that provides access to compliant consumer data with deep, real-time context sourced directly from consumers. The platform offers powerful predictive models and enables businesses to predict market dynamics and consumer behaviors with unparalleled precision. AnthologyAI's platform is interoperable for both enterprises and startups, available through an API storefront for real-time interactions and various data platforms for model aggregations. The platform empowers businesses across industries to understand consumer behavior, make data-driven decisions, and drive business outcomes.

Salad
Salad is a distributed GPU cloud platform that offers fully managed and massively scalable services for AI applications. It provides the lowest priced AI transcription in the market, with features like image generation, voice AI, computer vision, data collection, and batch processing. Salad democratizes cloud computing by leveraging consumer GPUs to deliver cost-effective AI/ML inference at scale. The platform is trusted by hundreds of machine learning and data science teams for its affordability, scalability, and ease of deployment.
4 - Open Source Tools

cake
cake is a pure Rust implementation of the llama3 LLM distributed inference based on Candle. The project aims to enable running large models on consumer hardware clusters of iOS, macOS, Linux, and Windows devices by sharding transformer blocks. It allows running inferences on models that wouldn't fit in a single device's GPU memory by batching contiguous transformer blocks on the same worker to minimize latency. The tool provides a way to optimize memory and disk space by splitting the model into smaller bundles for workers, ensuring they only have the necessary data. cake supports various OS, architectures, and accelerations, with different statuses for each configuration.

prime
Prime is a framework for efficient, globally distributed training of AI models over the internet. It includes features such as fault-tolerant training with ElasticDeviceMesh, asynchronous distributed checkpointing, live checkpoint recovery, custom Int8 All-Reduce Kernel, maximizing bandwidth utilization, PyTorch FSDP2/DTensor ZeRO-3 implementation, and CPU off-loading. The framework aims to optimize communication, checkpointing, and bandwidth utilization for large-scale AI model training.

3FS
The Fire-Flyer File System (3FS) is a high-performance distributed file system designed for AI training and inference workloads. It leverages modern SSDs and RDMA networks to provide a shared storage layer that simplifies development of distributed applications. Key features include performance, disaggregated architecture, strong consistency, file interfaces, data preparation, dataloaders, checkpointing, and KVCache for inference. The system is well-documented with design notes, setup guide, USRBIO API reference, and P specifications. Performance metrics include peak throughput, GraySort benchmark results, and KVCache optimization. The source code is available on GitHub for cloning and installation of dependencies. Users can build 3FS and run test clusters following the provided instructions. Issues can be reported on the GitHub repository.

checkpoint-engine
Checkpoint-engine is a middleware tool designed for updating model weights in LLM inference engines efficiently. It provides implementations for both Broadcast and P2P weight update methods, orchestrating the transfer process and controlling the inference engine through ZeroMQ socket. The tool optimizes weight broadcast by arranging data transfer into stages and organizing transfers into a pipeline for performance. It supports flexible installation options and is tested with various models and device setups. Checkpoint-engine also allows reusing weights from existing instances and provides a patch for FP8 quantization in vLLM.
19 - OpenAI Gpts

DRSgpt
Assisting tutor for distributed real-time systems, engaging with questions and explanations.

System Design Tutor
A System Architect Coach guiding you through system design principles and best practices. Explains CAP theorem like no one else

Kafka Expert
I will help you to integrate the popular distributed event streaming platform Apache Kafka into your own cloud solutions.

Leadership for Remote Teams
An advanced remote leadership coach with dynamic updates and expanded scenarios.

Non-Profit Press Release Pro
Easy-to-understand guidance for non-profits in crafting impactful press releases.

Trust Creation Wizard
A guide for creating DIY living trusts, offering clear, supportive advice.

Documentary Production Assistant
Expert in documentary film production, providing tailored creative and technical advice.
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