Page 36 | Top Artificial Intelligence Software for Windows in 2026

Find and compare the best Artificial Intelligence software for Windows in 2026

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

1

WisPaper

WisPaper
Free

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WisPaper serves as an AI-powered research assistant designed to facilitate the quick and intelligent search, filtering, and synthesis of academic literature. Its innovative “Scholar Search” function operates like a virtual agent, allowing users to pose inquiries about specific topics while WisPaper delves into research databases to uncover the most pertinent papers, abstracts, metrics, and insights. Instead of merely generating lists, WisPaper enhances the user experience by enabling the screening and filtering of results based on relevance, date, citations, and impact, all while providing valuable summaries and contextual information to assist users in focusing on what is truly important. Additionally, for those who may not have precise terminology, WisPaper offers concept exploration capabilities by suggesting related keywords or starting from broader ideas to refine them further. The platform is designed with a user-friendly interface that streamlines the literature review process, significantly minimizing the time spent on manual searches, extensive reading of abstracts, and the need for cross-referencing multiple sources, ultimately empowering researchers to work more efficiently in their academic endeavors. Moreover, this efficiency is essential in today’s fast-paced research environment, where time and accuracy are critical.
2

Typeless

Typeless
$12 per month

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Typeless is a platform designed for content personalization that assists brands in automating the creation, testing, and optimization of various digital communications, such as emails, SMS, push notifications, and landing pages, by utilizing AI technology. It integrates with data systems like CRMs, CDPs, and data warehouses through API or app connections, allowing audience segments, attributes, and behavioral signals to influence content variations. For each communication, Typeless produces numerous tailored versions, modifying aspects like tone, style, structure, or message content, and subsequently sends out partial samples to select audience segments for A/B testing to identify the most effective option. Over time, the platform learns which creative variations resonate most with particular segments and behavior patterns, thereby enhancing engagement and conversion rates. Additionally, Typeless accommodates multi-step messaging workflows, orchestrates campaigns, and enforces creative governance to maintain consistency, compliance, and brand voice. Ultimately, by integrating data, content generation, and performance analysis, Typeless empowers marketers to effectively scale their personalized messaging strategies, leading to increased customer satisfaction and loyalty.
3

Codegen7.dev

Codegen7.dev
$39/project

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We enable software developers by delivering boilerplate solutions that allow for the generation of complete end-to-end fullstack code from straightforward prompts and SQL queries, significantly shortening development timelines from months to just a single day. At present, our code generation capabilities include Angular web applications and Java with Spring Boot APIs, with plans to expand our technology offerings in the near future. Our mission is to assist developers in creatively designing and constructing robust systems without the constraints of complex setups and the overwhelming array of components that can involve thousands to millions of lines of code. By streamlining these processes, we hope to enhance productivity and innovation within the software development community.
4

GitHub Copilot CLI

GitHub
Free

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The GitHub Copilot CLI integrates the fundamental features of the Copilot coding assistant directly into your terminal, allowing you to write, debug, refactor, and comprehend code using natural language commands right from the command line. It functions both locally and in harmony with your GitHub workflow, providing access to repositories, issues, and pull requests through conversational interactions while maintaining your GitHub account's authentication. Operating as an agent within your terminal, it can autonomously create or alter files, run commands, introduce new functionalities, resolve bugs, prototype, and modify codebases according to your requirements. With its deep integration into GitHub, the tool remains context-aware, taking into account factors such as code history, branches, and project structure, thereby optimizing the CLI experience to minimize disruptions between your terminal and code editor. Furthermore, it fosters collaborative efforts by allowing you to refine or repeat commands as the project progresses, enhancing productivity and streamlining development workflows. This combination of features makes the Copilot CLI an invaluable asset for developers seeking efficiency and clarity in their coding process.
5

Verdent

Verdent
$19 per month

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Verdent is an advanced development platform powered by AI, aimed at assisting developers in managing intricate projects and producing code that is both efficient and reliable for production use. It features two main products: Verdent Deck, a desktop application, and Verdent for VS Code, which serves as an integrated extension. Both tools facilitate the operation of multiple AI agents concurrently, utilize DiffLens for clarifying code changes by highlighting modifications and their reasons, offer code reviews driven by GPT-5 technology, implement a Plan-first Alignment for organized execution, and incorporate a browser tool along with a verifier subagent for accuracy checks. Verdent Deck enables developers to efficiently handle numerous tasks with oversight in isolated environments, allowing for asynchronous completion while maintaining a comprehensive view of the project's status and progress. On the other hand, Verdent for VS Code functions as an AI coding assistant that autonomously plans, develops, and verifies tasks directly within the editor, making it particularly beneficial for engineers who prioritize precision, clarity, and reliable outcomes in environments that demand production-grade quality. This dual approach ensures that developers can tackle even the most complex challenges with confidence and effectiveness.
6

GLM-4.6

Zhipu AI
Free

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GLM-4.6 builds upon the foundations laid by its predecessor, showcasing enhanced reasoning, coding, and agent capabilities, resulting in notable advancements in inferential accuracy, improved tool usage during reasoning tasks, and a more seamless integration within agent frameworks. In comprehensive benchmark evaluations that assess reasoning, coding, and agent performance, GLM-4.6 surpasses GLM-4.5 and competes robustly against other models like DeepSeek-V3.2-Exp and Claude Sonnet 4, although it still lags behind Claude Sonnet 4.5 in terms of coding capabilities. Furthermore, when subjected to practical tests utilizing an extensive “CC-Bench” suite that includes tasks in front-end development, tool creation, data analysis, and algorithmic challenges, GLM-4.6 outperforms GLM-4.5 while nearing parity with Claude Sonnet 4, achieving victory in approximately 48.6% of direct comparisons and demonstrating around 15% improved token efficiency. This latest model is accessible through the Z.ai API, providing developers the flexibility to implement it as either an LLM backend or as the core of an agent within the platform's API ecosystem. In addition, its advancements could significantly enhance productivity in various application domains, making it an attractive option for developers looking to leverage cutting-edge AI technology.
7

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.
8

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!
9

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.
10

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.
11

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.
12

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.
13

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.
14

Voice Gecko

Voice Gecko
$4.79 per month

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Voice Gecko is a powerful dictation software designed for desktop use that converts spoken language into precise text for a wide range of applications, making it perfect for tasks such as writing emails, coding, generating AI prompts, or taking notes. By using a convenient global shortcut, users can simply start speaking, and their words will appear immediately either in the clipboard or pasted directly into the current application. The tool features a constant “GeckoBar” that allows users to easily start and stop the recording process, which significantly reduces the need to switch between different contexts and helps maintain a productive workflow. It also includes a customizable dictionary to accommodate specific industry vocabulary, names, and code snippets, ensuring that dictations are accurate while providing a searchable archive of all previous recordings so that nothing is ever misplaced. Currently, it is available for Windows, with planned releases for macOS, Linux, web, Android, and iOS in the future. Privacy is a key focus of the software; it ensures that raw audio data remains stored on the user’s device (or utilizes local models whenever feasible), and recordings are only uploaded if absolutely necessary. Additionally, the intuitive interface makes it easy for anyone to harness the power of voice dictation without a steep learning curve.
15

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.
16

GenText

GenText
$19 per month

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GenText is an innovative add-in for Microsoft Word designed specifically for students, academics, and researchers, enabling them to create precise and professional reports in significantly less time. The tool integrates effortlessly into Word and leverages a vast database of over 200 million peer-reviewed research articles, offering functionalities such as drafting text based on a heading, summarizing sections, rephrasing selected content, and providing relevant citations. Users can easily install it through Microsoft AppSource with a simple drag-and-drop method, allowing them to access GenText from the Home tab of Word to generate drafts by selecting titles or headings, or to highlight text for instant summarization or rephrasing. Additionally, it includes a research-oriented response feature that scans an extensive collection of academic publications to deliver citations and related literature in response to user inquiries. All drafts created with the add-in are stored directly within Word, ensuring that users maintain complete control over their documents and formatting. This integration not only enhances productivity but also enriches the research process by making academic resources more accessible.
17

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.
18

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.
19

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.
20

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.
21

Chad IDE

Chad IDE
$15 per month

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Chad IDE is an innovative, AI-driven integrated development environment crafted to enhance coding efficiency by reducing downtime associated with AI inference and seamlessly merging productivity with entertainment options. It includes direct integration with intelligent agents like Claude Code, facilitating features such as auto-completion, smart code generation, and background task processing, while also providing built-in diversions (like games, social media feeds, and casual browsing) to occupy developers during the typical 1–5 minute intervals of prompt-based workflows, ensuring they remain focused without the need to switch to separate applications. The platform boasts capabilities like in-IDE gaming, social media widgets, and the ability to process tasks in the background, all aimed at minimizing the fatigue caused by context-switching and maintaining the developer's engagement. With extensive customization options, efficient background agent operations, quick tab completions, and enhanced debugging processes, the tool caters to both amateur and professional developers alike. Moreover, it is designed to create a more enjoyable coding experience that balances work and leisure effectively.
22

TRAE SOLO

TRAE
$3 per month

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TRAE SOLO is a highly adaptive coding assistant designed specifically for real-world software development, effortlessly merging with a developer’s entire tech stack, including their editor, terminal, browser, documentation, design tools, and deployment systems, to transform ideas from mere concepts into fully realized products. The platform allows for input through natural language or voice commands, enabling users to articulate their needs while it systematically organizes their ideas, identifies the appropriate context and tools, performs tasks across various environments, autonomously generates and reviews code, conducts testing and optimization processes, and ultimately deploys the finished product, all within a cohesive workspace that allows for seamless transitions between AI-driven and manual operations. In addition, TRAE SOLO accommodates multiple agents functioning simultaneously, each equipped with its unique model and context, thus granting users the ability to select the most suitable model for any given task, track each agent’s progress in real time, and make adjustments or redirections whenever necessary, enhancing overall productivity and collaboration. With its comprehensive features, TRAE SOLO stands out as an essential tool for modern developers aiming to streamline their workflow and increase efficiency.
23

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.
24

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.
25

Emdash

Emdash
Free

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Emdash serves as an orchestration layer that allows you to execute numerous coding agents simultaneously, each within its own distinct Git worktree, enabling you to address various subtasks or experiments concurrently without any interference. It is designed to be provider-agnostic, allowing you to select from a range of AI models and command-line interfaces, such as Claude Code and Codex, tailored to your specific workflow requirements. With Emdash, you can directly assign issues or tickets from platforms like Linear, GitHub, or Jira to a selected agent, enabling you to observe multiple agents working in parallel in real time. The user interface provides live updates on agent status and activities, and as soon as agents produce code, you can easily review differences, add comments, and initiate pull requests, all within the Emdash environment. Each agent operates within its own worktree, ensuring changes remain isolated and comparable, which facilitates safe testing of various implementations or strategies side by side. This unique setup not only enhances productivity but also encourages experimentation without the risk of code conflicts.