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PurplePro is an AI-powered loyalty club platform designed to help businesses launch and manage their loyalty programs effortlessly. With features like referral management, streaks, quizzes, variable rewards, and third-party coupons, PurplePro aims to enhance customer engagement, retention, and acquisition. The platform offers advanced customization and segmentation options, making it easy for businesses to tailor their loyalty programs to meet specific needs and goals. PurplePro's AI capabilities enable users to quickly set up and activate loyalty campaigns, driving customer loyalty and increasing revenue. The platform also provides omnichannel loyalty solutions for offline and multi-channel businesses, allowing them to gather customer data, communicate effectively, and offer personalized rewards and offers.

Zolak is an AI-powered Visual Commerce Platform designed for the furniture industry. It offers immersive experiences through product visualization, virtual try-out experiences, customization, and more. Zolak bridges physical and digital experiences to empower e-commerce, manufacturing, and distribution, resulting in increased conversion rates, average order value, repeat sales, and reduced content creation time.

Tavus is a video personalization platform that uses AI to generate personalized videos for each customer. It allows businesses to create one-on-one connections with thousands of people and boost conversions by 5x. Tavus is used by sales and marketing teams, customer success teams, recruiters, and real estate agents to create personalized videos that are more engaging and effective than traditional videos.

Mailmodo is an AI-powered email marketing platform that helps businesses create interactive emails, automate email campaigns, and track results. With Mailmodo, businesses can create AMP and HTML email templates with a drag-and-drop builder, engage users across the lifecycle with email automation, leverage interactive AMP emails for higher in-mail conversions, drive sales with interactive emails at all stages of the buyer journey, and trigger HTML and AMP emails with API and integrations.

Codeway is a leading mobile AI app developer that actively supports earthquake relief efforts in Turkey. With a focus on creating AI-powered apps, Codeway leverages cutting-edge AI technologies to deliver unparalleled user experiences. The company invests in R&D operations to ensure excellence in technology implementation, and is committed to understanding user needs for continuous app evolution. Codeway's products include mobile apps like Cleanup, Scanner+, Ask AI, Facedance, Wonder, Rumble Rivals, and PixelUp. The company excels in marketing, product management, and culture, attracting top talent and fostering a data-driven roadmap to success.

Truth or Dare AI is an innovative iOS app that transforms any gathering into an interactive and memorable experience. It uses AI to generate personalized truth or dare questions and challenges, ensuring that every game is unique and tailored to the theme and mood of the occasion. Whether it's a festive celebration, a casual hangout, or a spicy adult game night, Truth or Dare AI adapts to your preferences, offering a range of questions from light-hearted to daringly spicy. With its versatility and endless variety of themes and game styles, Truth or Dare AI is the perfect choice for those seeking a flexible and entertaining gaming experience.

Google Drive is a cloud-based storage and file-sharing service that allows users to store, share, and collaborate on files from any device. It is part of the Google Workspace suite of productivity tools, which also includes Gmail, Docs, Sheets, and Slides. Drive is designed to be easy to use and secure, and it offers a variety of features that make it a valuable tool for businesses and individuals alike.

Ai Drive is an innovative AI-powered tool designed to streamline and enhance the driving experience. It utilizes advanced algorithms and machine learning to provide real-time navigation, traffic updates, and personalized recommendations to optimize routes. With its intuitive interface and smart features, Ai Drive aims to revolutionize the way people navigate and commute, making driving safer, more efficient, and enjoyable.

The Drive AI is an AI-powered storage and collaborative workspace platform designed for students, educators, researchers, and writers. It allows users to store class materials, ask questions, write content, and chat with friends and AI. The platform provides insights and analysis of class resources, collaborative document editing, chat channels, and auto-complete summarization features. The Drive AI aims to enhance productivity and efficiency in academic and professional settings by leveraging AI technology.

Knowledge Drive is the world's only self-organizing, self-maintaining, and fully integrated work knowledge system. It utilizes AI technology to automatically build a knowledge base by extracting useful information from documents. The system ensures knowledge freshness, easy access to information, and seamless integration across various platforms like Microsoft Office 365, Google Workspace, and Slack. Knowledge Drive aims to revolutionize knowledge management and boost productivity in teams by providing a central source of truth and eliminating the need for manual documentation.

RTB House is a global leader in online ad campaigns, offering a range of AI-powered solutions to help businesses drive sales and engage with customers. Their technology leverages deep learning to optimize ad campaigns, providing personalized retargeting, branding, and fraud protection. RTB House works with agencies and clients across various industries, including fashion, electronics, travel, and multi-category retail.

Outreach is a sales execution platform that uses AI to help businesses increase sales productivity and revenue. It provides a complete platform that empowers the entire sales organization, from sellers to front-line managers, sales leadership, and ops, to create and close more pipeline. Outreach helps sales teams increase win rates by 26%.

Single Grain is a full-service digital marketing agency focused on driving innovative marketing for great companies. They specialize in services such as SEO, programmatic SEO, content marketing, paid advertising, CRO, and performance creative. With a team of highly specialized marketing experts, Single Grain helps clients increase revenue, lower CAC, and achieve their business goals through data-driven strategies and constant optimization. They have a proven track record of delivering impressive results for their clients, including significant increases in organic traffic, conversion rates, revenue growth, and more.

OneAI's GPT Agent is a website enhancement tool that utilizes AI technology to transform a website into a proactive GPT agent, boosting engagement and sales. It empowers businesses to customize their agent, set goals and behaviors, and gain insights into user queries through powerful analytics. The agent is designed to guide users proactively, providing personalized responses based on the website's content and built-in fact-checking capabilities. It enables businesses to collect hot leads, understand customer interactions, and refine their offerings. With its ease of use, brands can effortlessly craft their AI, ensuring alignment with their brand voice and style. The GPT Agent is particularly valuable for eCommerce, SaaS companies, and enterprises, helping them convert website visitors into loyal buyers, qualified leads, and high-value prospects.

Sojern is a travel marketing platform that provides solutions for hotels, destinations, attractions, and airlines. It offers a range of features to help businesses target their ideal travelers with unmatched precision and efficiency. Sojern's AI-powered technology helps marketers understand traveler buying behavior, identify and attract intelligent audiences, activate and convert customers across multiple channels, and engage and delight guests throughout their journey. With Sojern, businesses can boost growth and profitability, find and understand unrivaled traveler insights, identify and attract intelligent audiences, activate and convert customers through multichannel activation and optimization, and engage and delight guests with connected guest experiences.

Sojern is a travel marketing platform that provides data-driven solutions to help businesses in the travel industry reach and engage their target audience. The platform offers a range of features, including audience segmentation, campaign optimization, and performance tracking. Sojern's AI-powered technology helps businesses make informed decisions about their marketing campaigns and maximize their return on investment.

Clearscope is the #1 Content-First SEO Platform that helps users drive more traffic by producing highly relevant content optimized for search engines. The AI-powered platform makes it easy to enhance content quality and improve SEO performance. Clearscope offers easy-to-use integrations with popular tools like Google Docs and WordPress, ensuring seamless workflow for content creation. The platform also provides excellent customer support and training to help users maximize their content's potential.

Intellimize is an AI-driven website optimization and personalization platform that empowers businesses to create, test, personalize, and analyze their website content to drive 1:1 personalization at every touchpoint. With features like AI-driven optimization, A/B testing, and rules-based personalization, Intellimize helps businesses deliver personalized website experiences for any marketing campaign. The platform allows users to run unlimited variations, receive copy suggestions from Generative AI, and easily understand the impact of their experiments across segments. Intellimize also offers a customer success team, guided onboarding, and professional services to ensure users achieve measurable value and success in improving website conversions.

Cogram is an AI-powered tool that helps teams take notes, track action items, and summarize meetings, emails, and chats. It is designed to help users focus on their highest-impact work by automating the busywork of note-taking and follow-ups. Cogram integrates with popular video conferencing tools such as Zoom, Microsoft Teams, and Google Meet, and can be customized to meet the specific needs of each team. With Cogram, teams can save time, improve communication, and make better decisions.

Quantexa News API is an AI-powered news data application that provides fast and powerful access to global news content. It offers real-time access to enriched, tagged, and structured news feeds, enhancing risk monitoring processes and models. The application aggregates news content from over 90,000 sources and 1.3 million NLP-enriched news articles daily, with advanced AI-powered search capabilities to filter and surface relevant information. Quantexa News API is trusted by various industries for its efficiency, effectiveness, and accuracy in delivering critical business insights through news data.

A curated list of Generative AI projects, tools, artworks, and models

The Amazon Transcribe Live Call Analytics (LCA) with Agent Assist Sample Solution is designed to help contact centers assess and optimize caller experiences in real time. It leverages Amazon machine learning services like Amazon Transcribe, Amazon Comprehend, and Amazon SageMaker to transcribe and extract insights from contact center audio. The solution provides real-time supervisor and agent assist features, integrates with existing contact centers, and offers a scalable, cost-effective approach to improve customer interactions. The end-to-end architecture includes features like live call transcription, call summarization, AI-powered agent assistance, and real-time analytics. The solution is event-driven, ensuring low latency and seamless processing flow from ingested speech to live webpage updates.

RWKV is an RNN with Transformer-level LLM performance, which can also be directly trained like a GPT transformer (parallelizable). And it's 100% attention-free. You only need the hidden state at position t to compute the state at position t+1. You can use the "GPT" mode to quickly compute the hidden state for the "RNN" mode. So it's combining the best of RNN and transformer - **great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding** (using the final hidden state).

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Reasonable Planning AI is a robust design and data-driven AI solution for game developers. It provides an AI Editor that allows creating AI without Blueprints or C++. The AI can think for itself, plan actions, adapt to the game environment, and act dynamically. It consists of Core components like RpaiGoalBase, RpaiActionBase, RpaiPlannerBase, RpaiReasonerBase, and RpaiBrainComponent, as well as Composer components for easier integration by Game Designers. The tool is extensible, cross-compatible with Behavior Trees, and offers debugging features like visual logging and heuristics testing. It follows a simple path of execution and supports versioning for stability and compatibility with Unreal Engine versions.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

This repository is a comprehensive guide for individuals looking to start and improve their skills in Large Language Models (LLMs) without an advanced background in the field. It provides free resources, online courses, books, articles, and practical tips to become an expert in machine learning. The guide covers topics such as terminology, transformers, prompting, retrieval augmented generation (RAG), and more. It also includes recommendations for podcasts, YouTube videos, and communities to stay updated with the latest news in AI and LLMs.

The On-board Artificial Intelligence Research (OnAIR) Platform is a framework that enables AI algorithms written in Python to interact with NASA's cFS. It is intended to explore research concepts in autonomous operations in a simulated environment. The platform provides tools for generating environments, handling telemetry data through Redis, running unit tests, and contributing to the repository. Users can set up a conda environment, configure telemetry and Redis examples, run simulations, and conduct unit tests to ensure the functionality of their AI algorithms. The platform also includes guidelines for licensing, copyright, and contributions to the repository.

Start Machine Learning in 2024 is a comprehensive guide for beginners to advance in machine learning and artificial intelligence without any prior background. The guide covers various resources such as free online courses, articles, books, and practical tips to become an expert in the field. It emphasizes self-paced learning and provides recommendations for learning paths, including videos, podcasts, and online communities. The guide also includes information on building language models and applications, practicing through Kaggle competitions, and staying updated with the latest news and developments in AI. The goal is to empower individuals with the knowledge and resources to excel in machine learning and AI.

Wingman AI allows you to use your voice to talk to various AI providers and LLMs, process your conversations, and ultimately trigger actions such as pressing buttons or reading answers. Our _Wingmen_ are like characters and your interface to this world, and you can easily control their behavior and characteristics, even if you're not a developer. AI is complex and it scares people. It's also **not just ChatGPT**. We want to make it as easy as possible for you to get started. That's what _Wingman AI_ is all about. It's a **framework** that allows you to build your own Wingmen and use them in your games and programs. The idea is simple, but the possibilities are endless. For example, you could: * **Role play** with an AI while playing for more immersion. Have air traffic control (ATC) in _Star Citizen_ or _Flight Simulator_. Talk to Shadowheart in Baldur's Gate 3 and have her respond in her own (cloned) voice. * Get live data such as trade information, build guides, or wiki content and have it read to you in-game by a _character_ and voice you control. * Execute keystrokes in games/applications and create complex macros. Trigger them in natural conversations with **no need for exact phrases.** The AI understands the context of your dialog and is quite _smart_ in recognizing your intent. Say _"It's raining! I can't see a thing!"_ and have it trigger a command you simply named _WipeVisors_. * Automate tasks on your computer * improve accessibility * ... and much more

SheetCopilot is an assistant agent that manipulates spreadsheets by following user commands. It leverages Large Language Models (LLMs) to interact with spreadsheets like a human expert, enabling non-expert users to complete tasks on complex software such as Google Sheets and Excel via a language interface. The tool observes spreadsheet states, polishes generated solutions based on external action documents and error feedback, and aims to improve success rate and efficiency. SheetCopilot offers a dataset with diverse task categories and operations, supporting operations like entry & manipulation, management, formatting, charts, and pivot tables. Users can interact with SheetCopilot in Excel or Google Sheets, executing tasks like calculating revenue, creating pivot tables, and plotting charts. The tool's evaluation includes performance comparisons with leading LLMs and VBA-based methods on specific datasets, showcasing its capabilities in controlling various aspects of a spreadsheet.

Reinforcement Learning from AI Feedback (RLAIF) is a concept that describes a type of machine learning approach where **an AI agent learns by receiving feedback or guidance from another AI system**. This concept is closely related to the field of Reinforcement Learning (RL), which is a type of machine learning where an agent learns to make a sequence of decisions in an environment to maximize a cumulative reward. In traditional RL, an agent interacts with an environment and receives feedback in the form of rewards or penalties based on the actions it takes. It learns to improve its decision-making over time to achieve its goals. In the context of Reinforcement Learning from AI Feedback, the AI agent still aims to learn optimal behavior through interactions, but **the feedback comes from another AI system rather than from the environment or human evaluators**. This can be **particularly useful in situations where it may be challenging to define clear reward functions or when it is more efficient to use another AI system to provide guidance**. The feedback from the AI system can take various forms, such as: - **Demonstrations** : The AI system provides demonstrations of desired behavior, and the learning agent tries to imitate these demonstrations. - **Comparison Data** : The AI system ranks or compares different actions taken by the learning agent, helping it to understand which actions are better or worse. - **Reward Shaping** : The AI system provides additional reward signals to guide the learning agent's behavior, supplementing the rewards from the environment. This approach is often used in scenarios where the RL agent needs to learn from **limited human or expert feedback or when the reward signal from the environment is sparse or unclear**. It can also be used to **accelerate the learning process and make RL more sample-efficient**. Reinforcement Learning from AI Feedback is an area of ongoing research and has applications in various domains, including robotics, autonomous vehicles, and game playing, among others.

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Skyvern automates browser-based workflows using LLMs and computer vision. It provides a simple API endpoint to fully automate manual workflows, replacing brittle or unreliable automation solutions. Traditional approaches to browser automations required writing custom scripts for websites, often relying on DOM parsing and XPath-based interactions which would break whenever the website layouts changed. Instead of only relying on code-defined XPath interactions, Skyvern adds computer vision and LLMs to the mix to parse items in the viewport in real-time, create a plan for interaction and interact with them. This approach gives us a few advantages: 1. Skyvern can operate on websites it’s never seen before, as it’s able to map visual elements to actions necessary to complete a workflow, without any customized code 2. Skyvern is resistant to website layout changes, as there are no pre-determined XPaths or other selectors our system is looking for while trying to navigate 3. Skyvern leverages LLMs to reason through interactions to ensure we can cover complex situations. Examples include: 1. If you wanted to get an auto insurance quote from Geico, the answer to a common question “Were you eligible to drive at 18?” could be inferred from the driver receiving their license at age 16 2. If you were doing competitor analysis, it’s understanding that an Arnold Palmer 22 oz can at 7/11 is almost definitely the same product as a 23 oz can at Gopuff (even though the sizes are slightly different, which could be a rounding error!) Want to see examples of Skyvern in action? Jump to #real-world-examples-of- skyvern

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