Best AI tools for< Distribute Workloads >

Distribute is an AI-powered sales tool designed for GTM teams to enhance their sales processes. It allows users to turn sales calls into actionable follow-ups, create personalized content, track buyer engagement, and collaborate effectively with their teams. With features like video creation, AI-powered content generation, engagement tracking, and integration with existing tools, Distribute aims to streamline the sales cycle and improve win rates for sales professionals.

Evolphin is a leading AI-powered platform for Digital Asset Management (DAM) and Media Asset Management (MAM) that caters to creatives, sports professionals, marketers, and IT teams. It offers advanced AI capabilities for fast search, robust version control, and Adobe plugins. Evolphin's AI automation streamlines video workflows, identifies objects, faces, logos, and scenes in media, generates speech-to-text for search and closed captioning, and enables automations based on AI engine identification. The platform allows for editing videos with AI, creating rough cuts instantly. Evolphin's cloud solutions facilitate remote media production pipelines, ensuring speed, security, and simplicity in managing creative assets.

Cookup AI is a comprehensive suite of AI-powered tools designed to enhance creativity and productivity across various domains, including SEO, marketing, content creation, programming, and more. With a wide range of applications, Cookup AI empowers users to generate compelling content, optimize marketing campaigns, streamline product development, and simplify complex concepts. The platform leverages advanced AI algorithms to provide users with tailored solutions, enabling them to achieve their goals more efficiently and effectively.

Letterdrop is a sales enablement platform designed to help businesses find warm leads efficiently and effectively. It empowers sales and marketing teams to build relationships with potential buyers, create thought leadership content, and automate lead nurturing processes. With a focus on social selling and inbound-outbound strategies, Letterdrop aims to increase booking rates, close pipeline gaps, and improve overall sales performance. The platform offers easy setup, proven playbooks, and results-driven solutions to enhance lead generation and conversion. Letterdrop is a valuable tool for organizations looking to optimize their sales processes and drive revenue growth.

StoryChief is an all-in-one content marketing platform that empowers marketing agencies and teams to create, collaborate, and distribute content effectively across digital channels. With features like Content Calendar, Social Media Management, AI Power Mode, and Analytics & Reporting, StoryChief streamlines content creation, maximizes reach, and enhances SEO. The platform offers advantages such as centralizing workflow, speeding up publishing, cutting costs, and scaling with agency growth. However, some disadvantages include the need for a learning curve, potential dependency on AI recommendations, and limited customization options.

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.

Kosmc is an all-in-one creator platform powered by AI, offering a comprehensive suite of tools for content creation, design, and development. With its AI-driven capabilities, Kosmc aims to streamline the creative process and empower users to bring their ideas to life efficiently. The platform provides intuitive features and functionalities that cater to various creative needs, making it a valuable resource for individuals and businesses looking to enhance their digital presence.

PR Newswire is a leading global provider of news distribution and media monitoring services. We help businesses, organizations, and individuals get their stories out to the world through a variety of channels, including our own network of websites, as well as through partnerships with major news outlets and social media platforms. We also offer a range of media monitoring services, which help businesses track their coverage in the media and measure the impact of their PR campaigns.

Cision is an end-to-end communications and media intelligence platform that provides a suite of tools and services to help public relations and communications professionals understand, influence, and amplify their stories. Cision's platform includes PR Newswire, CisionOne, and Cision Insights, which offer a range of capabilities such as PR distribution, media monitoring, media analytics, and influencer outreach. Cision's solutions are used by a wide range of organizations, including Fortune 500 companies, government agencies, and non-profit organizations.

GlobeNewswire is a press release distribution service that offers a variety of features to help businesses get their news in front of the right audience. These features include targeted distribution options, media monitoring, a media contacts database, and PR measurement. GlobeNewswire also offers an AI press release generator that can help businesses create press releases quickly and easily.

Vouchery.io is an all-in-one promotional engine designed to help businesses orchestrate and deliver the right incentives at every stage of the customer lifecycle. It offers features such as Coupons & Discounts, Loyalty Program, Gift Cards & Vouchers, and Referral Program. The platform is AI-powered, providing contextual, predictive marketing promotions and special offers to enhance customer engagement. Vouchery enables users to create, distribute, and manage promotions efficiently, maximizing promotional ROI and preventing coupon abuse. The platform also offers 24/7 customer support and a programmable Coupon API for seamless integration with various systems.

Press Monkey AI is an AI-powered platform that revolutionizes the way press releases and campaigns are created, distributed, and managed. It offers a comprehensive solution for businesses and individuals to effortlessly generate high-quality press releases, reach out to a diverse network of influencers and media outlets, and automate the distribution process. With features like automated PR generation, diverse outreach to 5,000+ influencers, bloggers, and media professionals, guaranteed placement on news outlets, and a white-labeled distribution option, Press Monkey AI streamlines the PR process and maximizes outreach effectiveness. The platform is designed to simplify PR outreach, enhance brand visibility, and drive engagement through strategic media placements and influencer collaborations.

The PR Creator is an AI-powered public relations tool that helps businesses create compelling press releases quickly and easily. The platform utilizes advanced artificial intelligence to analyze current trends and craft press releases that are relevant, impactful, and optimized for search engines. With The PR Creator, businesses can streamline their PR process, reduce costs, and elevate their brand's voice with precision and flair.

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.

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.

Adobe Podcast is an AI-powered audio recording and editing tool that allows users to create and edit podcasts entirely on the web. With Adobe Podcast, users can record high-quality audio, add music and sound effects, and edit their recordings with ease. Adobe Podcast also offers a variety of features to help users promote and distribute their podcasts.

PodcastAI is an AI-powered tool designed to automate various aspects of podcast production, promotion, website creation, and distribution. It offers advanced features such as generating transcripts, chapters, key-points, descriptions, titles, and episode artwork. The tool also automatically creates video clips for social media platforms, schedules posts, builds websites with SEO optimization, and distributes podcasts to popular platforms like Apple Podcasts and Spotify. PodcastAI aims to revolutionize the podcasting industry by saving time and streamlining the process for content creators.

UserCue is an AI-powered market research tool that revolutionizes the way businesses conduct interviews and analyze data. It offers intelligent agents for dynamic AI moderated interviews and analysis at scale, enabling users to interact with up to 1,000 key opinion leaders, industry experts, or target populations in just one hour. With a focus on speed and quality, UserCue provides versatile applications, quick turnaround times, and comprehensive reports, all aimed at delivering valuable insights to clients in a fraction of the time traditionally required for market research.

Magnifi is an AI-powered video editor that leverages cutting-edge AI and ML technologies to craft intelligent, digital-ready video highlights. This game-changing solution empowers content owners to effortlessly extract key moments, unlocking new revenue streams and connecting with audiences across platforms and devices. With Magnifi, you can experience the future of automatic video highlights and explore the limitless possibilities of smart content creation, re-purposing videos, sharing highlights, and distribution.

Arlinear is a free AI Quiz Maker that allows users to create quizzes and worksheets instantly using their own files. The AI-powered quiz maker works across various subjects like math, science, grammar, and more. Users can utilize Google Docs, Slides, PDFs, PowerPoints, Word Documents, or YouTube videos to generate personalized quizzes. The platform automatically grades quizzes and provides students with valuable feedback to enhance their learning experience. Arlinear simplifies the quiz creation process by analyzing file content and generating relevant questions to challenge students' understanding.

Beta9 is an open-source platform for running scalable serverless GPU workloads across cloud providers. It allows users to scale out workloads to thousands of GPU or CPU containers, achieve ultrafast cold-start for custom ML models, automatically scale to zero to pay for only what is used, utilize flexible distributed storage, distribute workloads across multiple cloud providers, and easily deploy task queues and functions using simple Python abstractions. The platform is designed for launching remote serverless containers quickly, featuring a custom, lazy loading image format backed by S3/FUSE, a fast redis-based container scheduling engine, content-addressed storage for caching images and files, and a custom runc container runtime.

LitData is a tool designed for blazingly fast, distributed streaming of training data from any cloud storage. It allows users to transform and optimize data in cloud storage environments efficiently and intuitively, supporting various data types like images, text, video, audio, geo-spatial, and multimodal data. LitData integrates smoothly with frameworks such as LitGPT and PyTorch, enabling seamless streaming of data to multiple machines. Key features include multi-GPU/multi-node support, easy data mixing, pause & resume functionality, support for profiling, memory footprint reduction, cache size configuration, and on-prem optimizations. The tool also provides benchmarks for measuring streaming speed and conversion efficiency, along with runnable templates for different data types. LitData enables infinite cloud data processing by utilizing the Lightning.ai platform to scale data processing with optimized machines.

Mosec is a high-performance and flexible model serving framework for building ML model-enabled backend and microservices. It bridges the gap between any machine learning models you just trained and the efficient online service API. * **Highly performant** : web layer and task coordination built with Rust 🦀, which offers blazing speed in addition to efficient CPU utilization powered by async I/O * **Ease of use** : user interface purely in Python 🐍, by which users can serve their models in an ML framework-agnostic manner using the same code as they do for offline testing * **Dynamic batching** : aggregate requests from different users for batched inference and distribute results back * **Pipelined stages** : spawn multiple processes for pipelined stages to handle CPU/GPU/IO mixed workloads * **Cloud friendly** : designed to run in the cloud, with the model warmup, graceful shutdown, and Prometheus monitoring metrics, easily managed by Kubernetes or any container orchestration systems * **Do one thing well** : focus on the online serving part, users can pay attention to the model optimization and business logic

Synmetrix is an open source data engineering platform and semantic layer for centralized metrics management. It provides a complete framework for modeling, integrating, transforming, aggregating, and distributing metrics data at scale. Key features include data modeling and transformations, semantic layer for unified data model, scheduled reports and alerts, versioning, role-based access control, data exploration, caching, and collaboration on metrics modeling. Synmetrix leverages Cube.js to consolidate metrics from various sources and distribute them downstream via a SQL API. Use cases include data democratization, business intelligence and reporting, embedded analytics, and enhancing accuracy in data handling and queries. The tool speeds up data-driven workflows from metrics definition to consumption by combining data engineering best practices with self-service analytics capabilities.

Mooncake is a serving platform for Kimi, a leading LLM service provided by Moonshot AI. It features a KVCache-centric disaggregated architecture that separates prefill and decoding clusters, leveraging underutilized CPU, DRAM, and SSD resources of the GPU cluster. Mooncake's scheduler balances throughput and latency-related SLOs, with a prediction-based early rejection policy for highly overloaded scenarios. It excels in long-context scenarios, achieving up to a 525% increase in throughput while handling 75% more requests under real workloads.

AiTreasureBox is a versatile AI tool that provides a collection of pre-trained models and algorithms for various machine learning tasks. It simplifies the process of implementing AI solutions by offering ready-to-use components that can be easily integrated into projects. With AiTreasureBox, users can quickly prototype and deploy AI applications without the need for extensive knowledge in machine learning or deep learning. The tool covers a wide range of tasks such as image classification, text generation, sentiment analysis, object detection, and more. It is designed to be user-friendly and accessible to both beginners and experienced developers, making AI development more efficient and accessible to a wider audience.

AITreasureBox is a comprehensive collection of AI tools and resources designed to simplify and accelerate the development of AI projects. It provides a wide range of pre-trained models, datasets, and utilities that can be easily integrated into various AI applications. With AITreasureBox, developers can quickly prototype, test, and deploy AI solutions without having to build everything from scratch. Whether you are working on computer vision, natural language processing, or reinforcement learning projects, AITreasureBox has something to offer for everyone. The repository is regularly updated with new tools and resources to keep up with the latest advancements in the field of artificial intelligence.

NeMo Framework is a generative AI framework built for researchers and pytorch developers working on large language models (LLMs), multimodal models (MM), automatic speech recognition (ASR), and text-to-speech synthesis (TTS). The primary objective of NeMo is to provide a scalable framework for researchers and developers from industry and academia to more easily implement and design new generative AI models by being able to leverage existing code and pretrained models.

WilmerAI is a middleware system designed to process prompts before sending them to Large Language Models (LLMs). It categorizes prompts, routes them to appropriate workflows, and generates manageable prompts for local models. It acts as an intermediary between the user interface and LLM APIs, supporting multiple backend LLMs simultaneously. WilmerAI provides API endpoints compatible with OpenAI API, supports prompt templates, and offers flexible connections to various LLM APIs. The project is under heavy development and may contain bugs or incomplete code.

Efficient Foundation Model Survey is a comprehensive analysis of resource-efficient large language models (LLMs) and multimodal foundation models. The survey covers algorithmic and systemic innovations to support the growth of large models in a scalable and environmentally sustainable way. It explores cutting-edge model architectures, training/serving algorithms, and practical system designs. The goal is to provide insights on tackling resource challenges posed by large foundation models and inspire future breakthroughs in the field.

TiDB is an open-source distributed SQL database that supports Hybrid Transactional and Analytical Processing (HTAP) workloads. It is MySQL compatible and features horizontal scalability, strong consistency, and high availability.

Ray is a unified framework for scaling AI and Python applications. It consists of a core distributed runtime and a set of AI libraries for simplifying ML compute, including Data, Train, Tune, RLlib, and Serve. Ray runs on any machine, cluster, cloud provider, and Kubernetes, and features a growing ecosystem of community integrations. With Ray, you can seamlessly scale the same code from a laptop to a cluster, making it easy to meet the compute-intensive demands of modern ML workloads.

This repository contains assets related to AI/ML workloads on Google Kubernetes Engine (GKE). Run optimized AI/ML workloads with Google Kubernetes Engine (GKE) platform orchestration capabilities. A robust AI/ML platform considers the following layers: Infrastructure orchestration that support GPUs and TPUs for training and serving workloads at scale Flexible integration with distributed computing and data processing frameworks Support for multiple teams on the same infrastructure to maximize utilization of resources

Kubeflow Training Operator is a Kubernetes-native project for fine-tuning and scalable distributed training of machine learning (ML) models created with various ML frameworks such as PyTorch, Tensorflow, XGBoost, MPI, Paddle and others. Training Operator allows you to use Kubernetes workloads to effectively train your large models via Kubernetes Custom Resources APIs or using Training Operator Python SDK. > Note: Before v1.2 release, Kubeflow Training Operator only supports TFJob on Kubernetes. * For a complete reference of the custom resource definitions, please refer to the API Definition. * TensorFlow API Definition * PyTorch API Definition * Apache MXNet API Definition * XGBoost API Definition * MPI API Definition * PaddlePaddle API Definition * For details of all-in-one operator design, please refer to the All-in-one Kubeflow Training Operator * For details on its observability, please refer to the monitoring design doc.

Bodo is a high-performance Python compute engine designed for large-scale data processing and AI workloads. It utilizes an auto-parallelizing just-in-time compiler to optimize Python programs, making them 20x to 240x faster compared to alternatives. Bodo seamlessly integrates with native Python APIs like Pandas and NumPy, eliminates runtime overheads using MPI for distributed execution, and provides exceptional performance and scalability for data workloads. It is easy to use, interoperable with the Python ecosystem, and integrates with modern data platforms like Apache Iceberg and Snowflake. Bodo focuses on data-intensive and computationally heavy workloads in data engineering, data science, and AI/ML, offering automatic optimization and parallelization, linear scalability, advanced I/O support, and a high-performance SQL engine.

Cloudberry Database (CBDB or CloudberryDB) is a next-generation unified database for analytics and AI. It is created by a bunch of original Greenplum Database developers and ASF committers. Cloudberry Database aims to bring modern computing capabilities to the traditional distributed MPP database to support Analytics and AI/ML workloads in one platform.

Lilypad enables users to run containerised AI workloads easily in a decentralized GPU network. Users can get paid to connect their compute nodes to the network and run container jobs. It provides access to run jobs such as Stable Diffusion XL and cutting edge open source LLMs both on chain, from CLI, and via Lilypad AI Studio on the web.

Easy-to-understand guidance for non-profits in crafting impactful press releases.

Guide for global press release creation and distribution.

Adaptive tech press release specialist, industry-specific.

Drives brand visibility through strategic press engagement.

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

I explain basic concepts and analyze code in distributed systems.

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

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Assists with film/video production, editing, and distribution advice.