Page 37 | Top Artificial Intelligence Software for Mac in 2025

Find and compare the best Artificial Intelligence software for Mac in 2025

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Use the comparison tool below to compare the top Artificial Intelligence software for Mac on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.

1

DeepSeek-V3.2-Exp

DeepSeek
Free

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Introducing DeepSeek-V3.2-Exp, our newest experimental model derived from V3.1-Terminus, featuring the innovative DeepSeek Sparse Attention (DSA) that enhances both training and inference speed for lengthy contexts. This DSA mechanism allows for precise sparse attention while maintaining output quality, leading to improved performance for tasks involving long contexts and a decrease in computational expenses. Benchmark tests reveal that V3.2-Exp matches the performance of V3.1-Terminus while achieving these efficiency improvements. The model is now fully operational across app, web, and API platforms. Additionally, to enhance accessibility, we have slashed DeepSeek API prices by over 50% effective immediately. During a transition period, users can still utilize V3.1-Terminus via a temporary API endpoint until October 15, 2025. DeepSeek encourages users to share their insights regarding DSA through our feedback portal. Complementing the launch, DeepSeek-V3.2-Exp has been made open-source, with model weights and essential technology—including crucial GPU kernels in TileLang and CUDA—accessible on Hugging Face. We look forward to seeing how the community engages with this advancement.
2

Text App

Text Inc.
$25 per month

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Text App is a next-generation customer support platform that unites chat, ticketing, automation, and analytics in one intuitive workspace. Built on deep industry expertise and powered by advanced AI, it helps teams deliver faster, more consistent, and scalable customer experiences. Intelligent AI at the Core Text Intelligence is a self-learning engine that improves with every interaction. It analyzes help articles, past conversations, and business data to: • Resolve repetitive questions instantly • Suggest tailored, context-aware responses • Route complex issues to the right experts Unified Inbox for Omnichannel Support Text App centralizes messages from email, chat, WhatsApp, and Messenger into a single shared inbox, maintaining full context even when customers switch channels. Smart ticketing classifies, prioritizes, and automatically assigns requests. The Customer List adds a deeper layer of visibility by merging chats, tickets, purchases, and campaign activity into a single customer profile, enabling faster and more personalized follow-ups. Automation Without Code Use the no-code builder to automate follow-ups, escalations, and CRM syncs. Proactive tools like greetings, pop-ups, and targeted campaigns drive engagement — and with the AI Agent + Customer List, campaigns become automatic lead generation, turning interactions into actionable opportunities. Try it free for 14 days with zero commitment — no credit card required!
3

Kodu AI

Kodu AI
Free

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Kodu is an innovative platform driven by AI that empowers individuals to conceptualize, prototype, and create software applications without requiring extensive coding skills. Its standout feature is Claude Code, an extension for VSCode that integrates agentic coding functionalities directly into the editor: this tool can autonomously generate code, analyze changes it implements, convert pasted images or mockups into operational user interfaces, and execute command-line instructions all within a chat interface. In addition, Kodu provides Kodu Engineer, a voice-activated assistant that allows users to articulate their project ideas in everyday language while observing the real-time development of their application through screen sharing and immediate deployment. The platform operates on its proprietary "Kodu Cloud" inference API, utilizing a "rateless" model connection that enables users to efficiently prototype and enhance applications. Furthermore, Kodu's seamless workflow bridges the gap between ideation, design, and production, streamlining the transition from mockup to fully operational app with minimal obstacles or delays. This comprehensive approach not only simplifies the development process but also encourages creativity and innovation among users.
4

Hunyuan-Vision-1.5

Tencent
Free

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HunyuanVision, an innovative vision-language model created by Tencent's Hunyuan team, employs a mamba-transformer hybrid architecture that excels in performance and offers efficient inference for multimodal reasoning challenges. The latest iteration, Hunyuan-Vision-1.5, focuses on the concept of “thinking on images,” enabling it to not only comprehend the interplay of visual and linguistic content but also engage in advanced reasoning that includes tasks like cropping, zooming, pointing, box drawing, or annotating images for enhanced understanding. This model is versatile, supporting various vision tasks such as image and video recognition, OCR, and diagram interpretation, in addition to facilitating visual reasoning and 3D spatial awareness, all within a cohesive multilingual framework. Designed for compatibility across different languages and tasks, HunyuanVision aims to be open-sourced, providing access to checkpoints, a technical report, and inference support to foster community engagement and experimentation. Ultimately, this initiative encourages researchers and developers to explore and leverage the model's capabilities in diverse applications.
5

DeeVid AI

DeeVid AI
$10 per month

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DeeVid AI is a cutting-edge platform for video generation that quickly converts text, images, or brief video prompts into stunning, cinematic shorts within moments. Users can upload a photo to bring it to life, complete with seamless transitions, dynamic camera movements, and engaging narratives, or they can specify a beginning and ending frame for authentic scene blending, as well as upload several images for smooth animation between them. Additionally, the platform allows for text-to-video creation, applies artistic styles to existing videos, and features impressive lip synchronization capabilities. By providing a face or an existing video along with audio or a script, users can effortlessly generate synchronized mouth movements to match their content. DeeVid boasts over 50 innovative visual effects, a variety of trendy templates, and the capability to export in 1080p resolution, making it accessible to those without any editing experience. The user-friendly interface requires no prior knowledge, ensuring that anyone can achieve real-time visual results and seamlessly integrate workflows, such as merging image-to-video and lip-sync functionalities. Furthermore, its lip-sync feature is versatile, accommodating both authentic and stylized footage while supporting inputs from audio or scripts for enhanced flexibility.
6

Neutron

Neutron
Free

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Neutron makes AI assistance readily accessible with just a single key press, allowing users to launch an AI chat interface from anywhere on their Mac, with plans for a Windows version in the near future. By holding down the key, users can utilize voice input to communicate naturally and receive instantaneous answers, making it perfect for those who juggle multiple tasks. Additionally, Neutron can directly input text into any active field; simply focus on the desired area, press and hold the key, and speak freely as Neutron refines your submissions or composes drafts on your behalf. Users have the option to establish persistent custom instructions, ensuring that every reply reflects their preferred tone, style, and guidelines consistently across various applications. Prioritizing privacy, Neutron guarantees that all data is encrypted both during transmission and while stored, with future updates promising the capability of fully on-device AI that eliminates the need for server communication. Furthermore, Neutron is designed to remain hidden from screen sharing and bot-detection systems, ensuring that your conversations stay confidential even during presentations or recordings. The interface also includes helpful keyboard shortcut tips and FAQ prompts to assist users with common queries. This seamless integration not only enhances productivity but also ensures users can maintain their preferred communication style effortlessly.
7

Voxscribe

Voxscribe
Free

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Voxscribe is an innovative platform that leverages artificial intelligence to facilitate note-taking and content creation by converting audio and video into well-organized, shareable assets. It accommodates more than 100 languages, enabling users to effortlessly produce transcripts from various sources, such as voice recordings, meetings, interviews, or videos, and subsequently transform those transcripts into concise summaries, show notes, social media content, quizzes, and blog posts. The process starts with the smooth transcription of any spoken or video input into easily searchable text, which can then be converted with a single click into professional content formats, allowing creators to transition from unrefined recordings to polished materials within minutes. Emphasizing both simplicity and efficiency, the platform allows users to speak, upload, or paste a video and instantly see their spoken words converted into organized notes and audience-ready posts. Moreover, the platform includes a built-in sharing feature, enabling users to directly distribute their generated content across various social media channels without any hassle. This makes Voxscribe a powerful tool for anyone looking to streamline their content creation process while maximizing reach and engagement.
8

Eney

MacPaw
Free

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Eney is an AI-driven assistant created by MacPaw for macOS that aims to enhance user interaction with their devices through a blend of conversational commands, task automation, and deep system integration. This assistant operates as a minimal overlay on the edge of your display, easily activated by a simple cursor movement or a designated shortcut. Through natural language input, whether spoken or typed, users can command Eney to execute various tasks, including background removal from images, summarizing audio recordings from meetings, translating text, optimizing system performance, sending emails or files, switching VPN connections, converting file formats, and much more. Eney employs a hybrid system architecture where straightforward tasks are processed locally for rapid execution and privacy, while more intricate processes are sent to cloud services as required. Designed to learn from your usage patterns and situational context, Eney can predict your workflows, remember past interactions, tailor itself to your preferences, and seamlessly execute multiple actions in succession. As a result, it transforms the way you interact with your Mac, making technology feel more intuitive and responsive to your needs.
9

Pete & Gabi

Pete & Gabi

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Pete and Gabi are revolutionizing the business landscape. Their AI-driven calling agents, meticulously designed and refined through extensive experience across various industries, excel in repetitive tasks such as lead qualification, candidate engagement, and client follow-ups. This innovation not only boosts revenue but also allows teams to concentrate on areas where their skills are most valuable. We deliver tangible results, going beyond mere conversations. With our patent-pending AI calling technology and the Rebecca AI interviewer, Pete and Gabi effectively manage every phase, from initial outreach and recruitment to marketing initiatives and handling inbound inquiries. As a result, our clients experience improved conversion rates, expedited hiring processes, and enhanced employee retention, ultimately leading to more efficient operations and a competitive edge in their respective markets.
10

Nora

Nora
$29 per month

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Nora is characterized as an advanced reasoning agent designed specifically for software development with an emphasis on Web3 technology stacks. This platform accommodates prominent smart-contract languages such as Solidity, Move, Cairo, and Rust, while seamlessly adapting to their respective execution models and semantics. By design, it possesses compiler- and VM-awareness, allowing it to grasp bytecode generation, control flow, instruction-level modifications, and unique runtime environments like EVM and WASM. Its debugging and validation features are contextually intelligent, which empowers it to detect subtle bugs, unintended state anomalies, and architectural constraints within intricate codebases. Furthermore, Nora is dedicated to expediting the transition from conceptualization to product realization by providing support to development teams in critical areas such as core module creation, interface integration, testing protocols, deployment strategies, and upholding architectural consistency, thereby minimizing context-switching and enhancing the efficiency of Web3 product development. Additionally, by streamlining these processes, Nora contributes to a more cohesive and productive development experience.
11

Muse

Bigrowth
Free

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Muse streamlines the process of making stylish social media videos by providing an extensive collection of customizable templates specifically crafted for reels and other vertical formats. Once a user picks a template, they can effortlessly incorporate their own images or video clips, while the app automatically manages transitions, timing, music alignment, and special effects. The platform boasts a diverse array of themes, including travel, food, lifestyle, business, motivation, and holiday celebrations, alongside features such as auto-beat synchronization that matches video clips to the music's rhythm, filters, animated text and graphics, collages, layouts, and stickers. Users can fine-tune their clips by adjusting speed, volume, and sequence, with fresh content and template updates introduced weekly to maintain a dynamic experience. Its design prioritizes speed and simplicity, ensuring that the interface is user-friendly for both beginners and experienced social media enthusiasts alike. Overall, Muse empowers creators by making video production accessible and enjoyable.
12

Transor

Transor
$5 per month

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Transor is an advanced translation platform powered by AI, aimed at eliminating language barriers present in various formats such as web pages, documents, images, videos, and input fields. It smartly identifies key content areas on a webpage and implements low-intrusion bilingual overlays, allowing users to read in their preferred language while maintaining the original context. The platform provides real-time bilingual subtitles for streaming services like YouTube and Netflix, offers one-click translations for PDF files, enables image translations through a simple right-click or hover action (utilizing OCR and in-paint technology), facilitates text-selection translations, and allows instant translations for input boxes via a convenient triple-space shortcut. With integration of more than ten leading translation engines, including OpenAI’s GPT-5, Google Gemini, and Microsoft Translator, Transor guarantees high-accuracy results and is compatible with various platforms. Its diverse use cases include aiding in the comprehension of foreign academic papers and business contracts, enhancing video content accessibility with bilingual captions, and translating text embedded in images. Furthermore, Transor's user-friendly interface ensures a seamless experience for all users seeking to navigate multilingual content effortlessly.
13

Supervibes

Supervibes
Free

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Supervibes is an innovative tool tailored for app development using Swift, allowing developers to create, execute, and deploy applications seamlessly, whether or not they choose to integrate with Xcode. It offers the flexibility to either start new projects from the ground up or bring in existing ones, featuring ready-made components such as onboarding processes, analytics, navigation systems, and monetization integrations through its connection with MCP. The desktop application facilitates cloud-enhanced builds, provides real-time feedback on build errors, and supports immediate deployment to both simulators and actual devices. Designed with monetization in mind right from the start, it helps developers maximize revenue through features like paywalls, subscriptions, and in-app purchases while minimizing the complexities of setup by automatically handling code signing, certificates, dependencies, and build processes. Consequently, Supervibes empowers Swift developers to innovate rapidly, incorporate analytics and revenue-generating features seamlessly, and streamline the app shipping process compared to conventional Xcode methods, ultimately enhancing productivity and efficiency in app development. By offering these capabilities, Supervibes positions itself as a valuable asset for developers looking to enhance their workflow and profitability.
14

nimo

nimo
$16 per month

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nimo serves as an "intelligent canvas," integrating your AI applications, agents, and productivity tools into an expansive workspace that transcends conventional browser tabs, utilizing task-specific AI cards and dynamic applications. This innovative platform allows users to link with over 100 different applications, including Gmail, Google Sheets, Notion, Slack, and Calendar, enabling the creation of personalized workflows simply by dragging and dropping preferred tools onto the canvas. It also facilitates real-time collaboration, allowing users to engage with their applications and agents through chat, pose inquiries, modify extensive documents or databases, and manage tasks, all while ensuring that your data remains securely stored on your Mac or iCloud for complete privacy. Among its standout features are the capability to swiftly generate dashboards or applications from your data—such as for financial planning or project launches—and to establish categories along with context-rich memory for ongoing workflows. Furthermore, nimo incorporates web browsing capabilities that work in tandem with dynamic app interactions, enhancing the user experience even further.
15

BrowserOS

BrowserOS
Free

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BrowserOS is an open-source web browser that is agent-enabled and built on a fork of Chromium, integrating AI agents seamlessly into the online experience to facilitate task automation, navigation, and interaction with web applications using natural language commands. Users can log into websites as they normally would, and by issuing simple instructions such as “extract the quarterly results from this webpage and update a spreadsheet,” BrowserOS creates and executes a local, repeatable agent that takes care of clicks, form submissions, and other navigational tasks on their behalf. It comes equipped with a split-view feature that provides access to prominent large language models like ChatGPT, Claude, or Gemini, while also allowing for local model execution through platforms such as Ollama, ensuring it works harmoniously with existing Chrome extensions, bookmarks, and passwords. The browser enhances productivity by offering semantic search capabilities for browsing history and bookmarks, highlighting tools, and the option to set up MCP (Model-Context-Protocol) servers specifically for applications like Gmail, Calendar, Docs, and Notion, transforming it into a comprehensive productivity tool. Additionally, its user-friendly interface encourages a smooth transition for those accustomed to traditional browsing, as it simplifies complex tasks with the power of AI-driven automation.
16

Dictly

Dictly
$4.99 per month

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Dictly is a high-quality dictation application designed solely for Apple devices, which converts spoken words into formatted text directly on your device, ensuring a focus on user privacy with an offline functionality. This application allows you to transcribe speech in real-time with impressive latency under 100 milliseconds and features a Quick Capture overlay on macOS, enabling you to initiate dictation in any application using a global hotkey. It also provides various insertion methods, including type-out, paste, and clipboard options, along with an auto-submit feature ideal for chat applications or messaging fields. Users can create personalized Workflows that format their spoken language in real-time, transforming informal notes into well-structured documents, bullet points, or code annotations, while the app intelligently adjusts to the specific application being used through unique per-app profiles. Additionally, Dictly supports a custom dictionary to accommodate specific names, brands, jargon, or coding syntax, and it maintains a complete transcription history that includes a search function. Local analytics are available for tracking spoken words and time efficiency, ensuring that all data processing occurs on the device without any reliance on cloud services, telemetry, or external dependencies. Overall, Dictly stands out as a versatile tool, catering to a wide range of dictation needs while prioritizing user data security.
17

VoiceTypr

VoiceTypr
$35 per month

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VoiceTypr is a powerful, offline voice-to-text software that utilizes AI technology and is compatible with both Windows and macOS, allowing users to dictate in any environment where typing is possible by using a simple hotkey. This tool offers seamless transcription directly into various applications, including chat editors, email fields, and code editors, and supports more than 100 languages. Users can choose from different transcription models that prioritize either speed or accuracy, while also benefiting from smart formatting options suitable for everything from casual conversations to professional documents. It conveniently maintains a searchable history of transcriptions that can be easily exported or copied, ensuring users have access to their previous entries. Importantly, all processing is done locally, safeguarding the privacy of your audio data. After installing the application and downloading the desired model, you can quickly set a global hotkey and begin dictating text, whether it’s for code, emails, notes, or messages. Additionally, VoiceTypr features drag-and-drop functionality for transcribing audio files in various formats like MP3, WAV, M4A, MP4, or MOV, along with hardware-accelerated performance and the ability to activate the tool with a global hotkey, enhancing the overall user experience. This comprehensive functionality makes VoiceTypr an ideal choice for anyone looking to streamline their writing process.
18

Quickfix AI

Quickfix AI
$9/month/user

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Quickfix AI serves as your personal writing companion directly integrated into your web browser, analyzing the ongoing conversation and swiftly generating responses that are natural, insightful, and relevant. You won’t have to waste time copying and pasting or switching between different browser tabs—Quickfix is compatible with all your writing platforms, including Gmail, LinkedIn, Reddit, Slack, Zendesk, and various social media sites, all powered by a single extension. To use it, simply click on the Quickfix icon, select Generate Reply, and then choose Insert; in mere moments, you’ll have a well-crafted response at your fingertips, ready for you to send or modify as needed. This tool is not just a simple text generator; it acts as a catalyst for productivity by assisting in rewriting your drafts, correcting tone and grammar, and transforming awkward phrasing into clear and confident communication. Bid farewell to the repetitive hassle of composing similar messages over and over again. With Quickfix AI, crafting replies becomes a seamless, genuine, and speedy experience, allowing you to concentrate on engaging in meaningful conversations rather than being preoccupied with typing. Ultimately, Quickfix enhances your writing efficiency and ensures that your interactions remain smooth and authentic, making it an invaluable asset in both professional and personal correspondence.
19

CodinIT.dev

CodinIT.dev

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CodinIT.dev is an open-source platform that uses AI to turn plain-language instructions into full-stack applications in just a few minutes. Instead of writing code from scratch, users describe the type of software they need, and the system builds the frontend, backend, database structure, and deployment configuration automatically. The service connects with more than 19 AI models — such as OpenAI, Anthropic Claude, Google Gemini, and Mistral — giving users flexibility in how their apps are generated. Its in-browser WebContainer workspace provides instant code execution, live previews, a built-in terminal, and Git integration without requiring local setup. CodinIT.dev supports a wide range of frameworks, including React, Vue, Angular, Svelte, Next.js, Nuxt, Astro, and React Native. Applications can be deployed quickly to platforms like Vercel, Netlify, or GitHub Pages, and users can link directly to backend or database tools such as Supabase. All generated code can be exported, ensuring complete project ownership. Designed for both developers and non-technical creators, CodinIT.dev simplifies the process of building modern applications by letting users generate production-ready software from a simple text prompt.
20

Superapp

Superapp
Free

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Superapp is an innovative no-code AI tool that empowers users to create native iOS applications, and optionally cross-platform apps with React Native/Expo, simply by articulating their app concepts in natural language; the platform then automatically generates Swift or React Native code, manages backend integrations like Supabase, ensures UI design is in line with Apple's guidelines, and streamlines the deployment process—all without any coding required from the user. By eliminating common obstacles faced by developers, such as configuring Xcode, managing provisioning profiles, and writing manual UI code, it introduces an AI-driven “full-stack engineer” that can transform simple prompts into fully functional apps ready for production. Users can provide design references, and the system will intelligently replicate those design elements, seamlessly integrating them into the final application. Additionally, the platform offers the capability to construct an app from the ground up, including generating backend data schemas, connecting the user interface to the database, and managing native application behaviors, making it an invaluable resource for founders, product designers, and agencies alike. This ease of use encourages more individuals to explore app development without the traditional barriers that often deter them.
21

Reindeer

Reindeer
Free

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Reindeer serves as an AI-driven integrated development environment specifically tailored for database developers, efficiently analyzing your database schema to produce production-ready SQL in mere seconds, while offering inline autocomplete and refactoring recommendations, thus allowing you to remain fully immersed in your development workspace without the hassle of juggling multiple tools. It boasts essential features like schema-aware SQL generation that caters to your unique tables and relationships, as well as autocomplete and correction suggestions for existing queries, all within a safe framework that requires your review before any suggestions are executed, ensuring that you maintain complete control over the process. Initially, it offers compatibility with PostgreSQL, with plans to expand support to additional database systems in the future. This innovative tool is crafted to enhance the productivity of SQL developers by minimizing context switching, alleviating the burden of repetitive query tasks, and streamlining the creation of intricate joins, filters, and transformations, all while keeping you within the familiar confines of your IDE without the need to switch to schema viewers or query editors. By providing these features, Reindeer not only simplifies the workflow but also empowers developers with the tools they need to work more efficiently and effectively.
22

Snippets AI

Snippets AI
$5.99 per month

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Snippets AI serves as an innovative platform for managing AI prompts and code snippets, allowing users to easily store, modify, and utilize their prompts across various large language models from a single, cohesive workspace. It enhances efficiency by providing keyboard shortcuts that enable prompt insertion into any application without the need for copy and paste, promoting both speed and uniformity. Collaborative features are built-in, allowing teams to work together in shared environments with tools such as version control, syntax highlighting, voice input, and the option to share libraries either publicly or privately, which keeps everyone aligned on various content, templates, or coding structures. Additionally, Snippets AI includes developer-friendly REST APIs for the programmatic management of prompts, code, workspaces, and integrations, making it a versatile tool for developers. The platform also fosters a community-oriented approach with public libraries of handpicked prompts and a “Share & Earn” system that compensates creators based on the views their prompts receive. Moreover, it prioritizes enterprise-grade security through features like detailed permissions, audit logs, and tailored policies to safeguard data, ensuring that user information remains protected at all times. With these robust capabilities, Snippets AI stands out as a comprehensive solution for prompt and snippet management in the evolving landscape of AI technology.
23

Scraib

Scraib
$3.99 per month

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Scraib.app is a macOS writing assistant powered by AI that resides in the menu bar, allowing users to select text from any application and improve it by pressing Control + R, which enhances grammar, clarity, and style. Users have the flexibility to set custom rules to align with their preferred tone, and unlike other writing software that requires switching between applications, Scraib seamlessly integrates with various platforms, including Slack, Outlook, Pages, Word, Chrome, and Figma. It prioritizes user privacy by offering options to work with different AI providers like ChatGPT, Claude, and others, while also allowing for local operation with supported models, ensuring that sensitive data remains secure. Designed for efficiency, it minimizes workflow interruptions, enabling users to refine their text without leaving their current application, making it an ideal tool for enhancing written communication on the fly. Additionally, Scraib's intuitive shortcut-based system enhances productivity, allowing for quick adjustments and refinements directly where the text exists.
24

Apollo

Liquid AI
Free

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Apollo is a streamlined mobile application that facilitates completely on-device, cloud-independent AI interactions, allowing users to interact with sophisticated language and vision models in a secure, private manner with minimal delays. It features a collection of compact foundation models sourced from the company's LEAP platform, enabling users to compose messages, send emails, converse with a personal AI assistant, create digital characters, or utilize image-to-text functions, all while maintaining offline capabilities and ensuring no data is transmitted beyond the device. Optimized for immediate responsiveness and offline functionality, Apollo guarantees that all inference occurs locally, eliminating the need for API calls, external servers, or logging of user data. This application acts as both a personal AI exploration tool and a development environment for those utilizing LEAP models, allowing users to effectively assess a model's performance on their specific mobile devices prior to more widespread implementation. Additionally, Apollo's design emphasizes user autonomy, ensuring a seamless experience free from external interruptions or privacy concerns.
25

nao

nao
$30 per month

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Nao is an innovative data IDE powered by artificial intelligence, specifically tailored for data teams, seamlessly merging a code editor with direct access to your data warehouse, enabling you to write, test, and manage data-related code while retaining complete contextual awareness. It is compatible with various data warehouses, including Postgres, Snowflake, BigQuery, Databricks, DuckDB, Motherduck, Athena, and Redshift. Upon connection, nao enhances the conventional data warehouse console by providing features like schema-aware SQL auto-completion, data previews, SQL worksheets, and effortless navigation between multiple warehouses. At the heart of nao lies its intelligent AI agent, which possesses comprehensive knowledge of your data schema, tables, columns, metadata, as well as your codebase or data-stack context. This agent is capable of generating SQL queries, constructing entire data transformation models such as those used in dbt workflows, refactoring existing code, updating documentation, conducting data quality assessments, and performing data-diff tests. Furthermore, it can uncover insights and facilitate exploratory analytics, all while maintaining strict adherence to data structure and quality standards. With its robust capabilities, nao empowers data teams to streamline their workflows and enhance productivity significantly.