UpTrain

UpTrain is a full-stack LLMOps platform designed to help users confidently scale AI by providing a comprehensive solution for all production needs, from evaluation to experimentation to improvement. It offers diverse evaluations, automated regression testing, enriched datasets, and innovative techniques to generate high-quality scores. UpTrain is built for developers, compliant to data governance needs, cost-efficient, remarkably reliable, and open-source. It provides precision metrics, task understanding, safeguard systems, and covers a wide range of language features and quality aspects. The platform is suitable for developers, product managers, and business leaders looking to enhance their LLM applications.

Articul8 is a GenAI platform designed to bring order to chaos by enabling users to build sophisticated enterprise applications using their expertise. It offers features such as autonomous decision-making, automated data intelligence, and a library of specialized models. The platform aims to provide faster time to ROI, improved accuracy, and precision, along with rich semantic understanding of data. Articul8 is engineered for regulated industries and offers observability, traceability, and auditability at every step.

Infermatic.ai is a platform that provides access to top Large Language Models (LLMs) with a user-friendly interface. It offers complete privacy, robust security, and scalability for projects, research, and integrations. Users can test, choose, and scale LLMs according to their content needs or business strategies. The platform eliminates the complexities of infrastructure management, latency issues, version control problems, integration complexities, scalability concerns, and cost management issues. Infermatic.ai is designed to be secure, intuitive, and efficient for users who want to leverage LLMs for various tasks.

Hanooman.AI is an advanced artificial intelligence tool that leverages machine learning algorithms to provide intelligent solutions for various industries. The application offers a wide range of features such as natural language processing, image recognition, predictive analytics, and personalized recommendations. With Hanooman.AI, users can automate repetitive tasks, gain valuable insights from data, and enhance decision-making processes. The platform is designed to be user-friendly and scalable, making it suitable for both individuals and businesses looking to harness the power of AI technology.

Clarity AI is an AI-powered technology platform that offers a Sustainability Tech Kit for sustainable investing, shopping, reporting, and benchmarking. The platform provides built-in sustainability technology with customizable solutions for various needs related to data, methodologies, and tools. It seamlessly integrates into workflows, offering scalable and flexible end-to-end SaaS tools to address sustainability use cases. Clarity AI leverages powerful AI and machine learning to analyze vast amounts of data points, ensuring reliable and transparent data coverage. The platform is designed to empower users to assess, analyze, and report on sustainability aspects efficiently and confidently.

OmniAI is an AI tool that allows teams to deploy AI applications on their existing infrastructure. It provides a unified API experience for building AI applications and offers a wide selection of industry-leading models. With tools like Llama 3, Claude 3, Mistral Large, and AWS Titan, OmniAI excels in tasks such as natural language understanding, generation, safety, ethical behavior, and context retention. It also enables users to deploy and query the latest AI models quickly and easily within their virtual private cloud environment.

Derwen is an open-source integration platform for production machine learning in enterprise, specializing in natural language processing, graph technologies, and decision support. It offers expertise in developing knowledge graph applications and domain-specific authoring. Derwen collaborates closely with Hugging Face and provides strong data privacy guarantees, low carbon footprint, and no cloud vendor involvement. The platform aims to empower AI engineers and domain experts with quality, time-to-value, and ownership since 2017.

Minto.ai is an AI tool designed to provide various AI solutions to users. It offers a wide range of AI applications and services to cater to different needs. The platform is user-friendly and aims to simplify the integration of AI into various processes. Minto.ai is known for its advanced algorithms and machine learning capabilities, making it a valuable tool for businesses and individuals looking to leverage AI technology.

UnlockAI is an AI tool designed to provide advanced solutions for various tasks by leveraging artificial intelligence technology. The tool offers a user-friendly interface and a wide range of features to enhance productivity and efficiency in different domains. With UnlockAI, users can access cutting-edge AI capabilities without the need for extensive technical knowledge, making it a valuable asset for individuals and businesses alike.

XJoy AI is an innovative artificial intelligence tool designed to enhance productivity and streamline tasks for individuals and businesses. It leverages cutting-edge AI algorithms to provide intelligent solutions for various needs, such as data analysis, automation, and decision-making. With its user-friendly interface and advanced features, XJoy AI simplifies complex processes and empowers users to achieve more in less time.

AI21 Labs is a reliable generative AI tool designed for enterprise products. It offers accurate, scalable, and tailored generative AI solutions to power critical workflows. The tool is human-centered, practical, and easily scalable to fit enterprise needs. Leading companies trust AI21 for its production-grade AI systems that amplify human potential and provide valuable assistance in various use cases.

AlphaCode is an AI-powered tool that helps businesses understand and leverage their data. It offers a range of services, including data vision, cloud, and product development. AlphaCode's AI capabilities enable it to analyze data, identify patterns, and make predictions, helping businesses make better decisions and achieve their goals.

Cerebium is a serverless AI infrastructure platform that allows teams to build, test, and deploy AI applications quickly and efficiently. With a focus on speed, performance, and cost optimization, Cerebium offers a range of features and tools to simplify the development and deployment of AI projects. The platform ensures high reliability, security, and compliance while providing real-time logging, cost tracking, and observability tools. Cerebium also offers GPU variety and effortless autoscaling to meet the diverse needs of developers and businesses.

Confident AI is an open-source evaluation infrastructure for Large Language Models (LLMs). It provides a centralized platform to judge LLM applications, ensuring substantial benefits and addressing any weaknesses in LLM implementation. With Confident AI, companies can define ground truths to ensure their LLM is behaving as expected, evaluate performance against expected outputs to pinpoint areas for iterations, and utilize advanced diff tracking to guide towards the optimal LLM stack. The platform offers comprehensive analytics to identify areas of focus and features such as A/B testing, evaluation, output classification, reporting dashboard, dataset generation, and detailed monitoring to help productionize LLMs with confidence.

Dynamiq is an operating platform for GenAI applications that enables users to build compliant GenAI applications in their own infrastructure. It offers a comprehensive suite of features including rapid prototyping, testing, deployment, observability, and model fine-tuning. The platform helps streamline the development cycle of AI applications and provides tools for workflow automations, knowledge base management, and collaboration. Dynamiq is designed to optimize productivity, reduce AI adoption costs, and empower organizations to establish AI ahead of schedule.

Arlunai is an AI-powered platform that offers a wide range of tools and applications for various industries. It utilizes advanced artificial intelligence algorithms to provide users with intelligent solutions for their specific needs. With a user-friendly interface and cutting-edge technology, Arlunai aims to streamline processes, enhance productivity, and drive innovation across different sectors.

SportBoost AI is an AI-powered application designed to help athletes measure and improve their performance across various sports. The platform offers innovative solutions that leverage advanced Artificial Intelligence technology to track metrics such as ball speeds and jump performances. SportBoost AI aims to democratize access to performance data for athletes and coaches at all levels, from amateur to professional. The application is committed to scientific research and continuous innovation to enhance athletic excellence.

Archbee is a complete documentation platform that leverages AI to help teams write, review, organize, and maintain documentation efficiently. It offers features such as AI-powered Write Assist, customizable templates, multiplayer team reviews, and insights for analyzing metrics. With Archbee, teams can collaborate in real-time, manage documentation at scale, and publish, share, and secure documentation on their domain or in their app. The platform streamlines workflows, integrates with powerful tools, and provides a seamless user experience for creating interactive and intuitive documentation.

UpTrain is a full-stack LLMOps platform designed to help users confidently scale AI by providing a comprehensive solution for all production needs, from evaluation to experimentation to improvement. It offers diverse evaluations, automated regression testing, enriched datasets, and innovative techniques to generate high-quality scores. UpTrain is built for developers, compliant to data governance needs, cost-efficient, remarkably reliable, and open-source. It provides precision metrics, task understanding, safeguard systems, and covers a wide range of language features and quality aspects. The platform is suitable for developers, product managers, and business leaders looking to enhance their LLM applications.

Nightwatch is an AI-Ready SEO monitoring tool designed to enhance SEO performance with objective ranking data for every location and market on Earth. It offers high-level overviews, unparalleled accuracy, comprehensive insights, and global views to track performance at unlimited scale. The platform provides extensive metrics, worldwide granular locations, and tools to dominate competitors. Nightwatch is known for its impressive features, competitive pricing, great API, and best rank tracking accuracy in the industry.

Spicytool is an AI-powered tool designed to optimize and manage Google Ads campaigns intelligently. It uses artificial intelligence to create effective ads, optimize ad texts, analyze metrics, and continuously improve campaign performance. With Spicytool, users can easily launch ads in less than a minute, target the ideal audience, and save time and resources by automating the advertising process. The tool offers various subscription plans tailored to different business needs, providing features such as AI-generated ads, automatic campaign management, keyword improvements, and personalized customer support.

Falcon AI is an AI-powered platform that offers advanced solutions for social media marketing. It utilizes artificial intelligence to optimize ad campaigns, analyze performance metrics, and provide actionable insights for businesses. With Falcon AI, users can streamline their social media strategies, enhance engagement with their audience, and drive better results. The platform is designed to help businesses of all sizes improve their online presence and achieve their marketing goals effectively.

Mogul AI is an AI-powered recruitment software that streamlines the recruitment process from end-to-end. It helps in hiring more effectively and efficiently for inclusive workplaces by providing features such as a comprehensive candidate database, AI search and filters, AI resume ranking, AI automated outreach, AI metrics and analysis, live virtual educational programming, and white-glove search services. The platform is trusted by 600+ Fortune 1000 companies, leading startups, and top-tier firms across industries.

Supertest is an AI copilot designed for software testing, offering a cutting-edge solution to revolutionize the way unit tests are written. By integrating seamlessly with VS Code, Supertest allows users to create unit tests in seconds with just one click. The tool automates various day-to-day QA engineering tasks using AI technology, providing a game-changing solution for development teams to save time and improve efficiency.

DeepUnit is a software tool designed to facilitate automated unit testing for code. By using DeepUnit, developers can ensure the quality and reliability of their code by automatically running tests to identify bugs and errors. The tool is user-friendly and integrates seamlessly with popular development environments like NPM and VS Code.

Checksum.ai is an AI-powered end-to-end test automation tool that generates and maintains tests based on real user behavior. It helps users save time in development, achieve comprehensive test coverage, and ensure bug-free code deployment. The tool is self-maintaining, auto-healing, and integrates with popular platforms like Playwright, Cypress, Github, Gitlab, Jenkins, and CircleCI. Checksum.ai is designed to streamline the testing process, allowing users to focus on shipping high-quality products with confidence.

Momentic is a purpose-built AI tool for modern software testing, offering automation for E2E, UI, API, and accessibility testing. It leverages AI to streamline testing processes, from element identification to test generation, helping users shorten development cycles and enhance productivity. With an intuitive editor and the ability to describe elements in plain English, Momentic simplifies test creation and execution. It supports local testing without the need for a public URL, smart waiting for in-flight requests, and integration with CI/CD pipelines. Momentic is trusted by numerous companies for its efficiency in writing and maintaining end-to-end tests.

TestDriver is an AI-powered testing tool that helps developers automate their testing process. It can be integrated with GitHub and can test anything, right in the GitHub environment. TestDriver is easy to set up and use, and it can help developers save time and effort by offloading testing to AI. It uses Dashcam.io technology to provide end-to-end exploratory testing, allowing developers to see the screen, logs, and thought process as the AI completes its test.

AiFA Labs is an AI platform that offers a comprehensive suite of generative AI products and services for enterprises. The platform enables businesses to create, manage, and deploy generative AI applications responsibly and at scale. With a focus on governance, compliance, and security, AiFA Labs provides a range of AI tools to streamline business operations, enhance productivity, and drive innovation. From AI code assistance to chat interfaces and data synthesis, AiFA Labs empowers organizations to leverage the power of AI for various use cases across different industries.

Parasoft is an intelligent automated testing and quality platform that offers a range of tools covering every stage of the software development lifecycle. It provides solutions for compliance standards, automated software testing, and various industries' needs. Parasoft helps users accelerate software delivery, ensure quality, and comply with safety and security standards.

CodeParrot is an AI tool designed to speed up frontend development tasks by generating production-ready frontend components from Figma design files using Large Language Models. It helps developers reduce UI development time, improve code quality, and focus on more creative tasks. CodeParrot offers customization options, support for frameworks like React, Vue, and Angular, and integrates seamlessly into various workflows, making it a must-have tool for developers looking to enhance their frontend development process.

Autify is an AI testing company focused on solving challenges in automation testing. They aim to make software testing faster and easier, enabling companies to release faster and maintain application stability. Their flagship product, Autify No Code, allows anyone to create automated end-to-end tests for applications. Zenes, their new product, simplifies the process of creating new software tests through AI. Autify is dedicated to innovation in the automation testing space and is trusted by leading organizations.

AgentQL is an AI-powered tool for painless data extraction and web automation. It eliminates the need for fragile XPath or DOM selectors by using semantic selectors and natural language descriptions to find web elements reliably. With controlled output and deterministic behavior, AgentQL allows users to shape data exactly as needed. The tool offers features such as extracting data, filling forms automatically, and streamlining testing processes. It is designed to be user-friendly and efficient for developers and data engineers.

TestArmy is an AI-driven software testing platform that offers an army of testing agents to help users achieve software quality by balancing cost, speed, and quality. The platform leverages AI agents to generate Gherkin tests based on user specifications, automate test execution, and provide detailed logs and suggestions for test maintenance. TestArmy is designed for rapid scaling and adaptability to changes in the codebase, making it a valuable tool for both technical and non-technical users.

AI Generated Test Cases is an innovative tool that leverages artificial intelligence to automatically generate test cases for software applications. By utilizing advanced algorithms and machine learning techniques, this tool can efficiently create a comprehensive set of test scenarios to ensure the quality and reliability of software products. With AI Generated Test Cases, software development teams can save time and effort in the testing phase, leading to faster release cycles and improved overall productivity.

CodeAutomation is a leading software development company in the USA, specializing in custom software solutions, QA testing, AI services, and business automation. They offer end-to-end software development services, including CMS development, mobile app development, and enterprise software development. With a team of over 70 dedicated software engineers, they provide innovative solutions tailored to specific business needs and markets. CodeAutomation is committed to excellence, innovation, and empowering businesses with cutting-edge technology and reliable support.

QA Wolf is an AI-native service that delivers 80% automated end-to-end test coverage for web and mobile apps in weeks, not years. It automates hundreds of tests using Playwright code for web and Appium for mobile, providing reliable test results on every run. With features like 100% parallel run infrastructure, zero flake guarantee, and unlimited test runs, QA Wolf aims to help software teams ship better software faster by taking QA completely off their plate.

Rainforest QA is an AI-powered test automation platform designed for SaaS startups to streamline and accelerate their testing processes. It offers AI-accelerated testing, no-code test automation, and expert QA services to help teams achieve reliable test coverage and faster release cycles. Rainforest QA's platform integrates with popular tools, provides detailed insights for easy debugging, and ensures visual-first testing for a seamless user experience. With a focus on automating end-to-end tests, Rainforest QA aims to eliminate QA bottlenecks and help teams ship bug-free code with confidence.

Mobot is an AI-powered platform that offers end-to-end mobile automation solutions. It utilizes AI-driven mechanical robots to automate critical aspects of the mobile ecosystem, enabling faster releases, fewer issues, and significant time and cost savings for engineering, product, and growth teams. Mobot provides managed and self-service mobile testing for engineering and marketing purposes, mobile campaign monitoring, integrations with favorite apps, and supports various use cases. The platform caters to different teams such as engineering, QA, product, marketing, and support, helping them achieve 100% testing coverage and streamline their workflows.

Ranger is a fast and reliable QA testing tool powered by AI and perfected by humans. It writes and maintains QA tests to find real bugs, allowing teams to move forward confidently. Trusted by fast-growing teams, Ranger handles every facet of QA testing, saving time and enabling faster product launches. With a focus on catching real bugs and maintaining core flows, Ranger helps teams maintain high quality while accelerating engineering velocity.

nunu.ai is an AI-powered platform designed to revolutionize game testing by leveraging AI agents to conduct end-to-end tests at scale. By automating repetitive tasks, the platform significantly reduces manual QA costs for game studios. With features like human-like testing, multi-platform support, and enterprise-grade security, nunu.ai offers a comprehensive solution for game developers seeking efficient and reliable testing processes.

XenonStack is an AI application that offers a reasoning foundry for agentic enterprises. It provides unified reasoning foundation enabling seamless orchestration, analytics, infrastructure, and trust across intelligent ecosystems. The platform includes various AI tools such as Akira AI for reasoning and agent orchestration, ElixirData for agentic analytics intelligence, NexaStack for agentic infrastructure automation, MetaSecure for trust, compliance, and defense, and Neural AI for agentic intelligence & autonomous innovation. It also offers pre-built autonomous agents for domain-specific intelligence, seamless integrations, and governed enterprise deployment.

Promptly is a generative AI platform designed for enterprises to build custom AI agents, applications, and chatbots without any coding experience. The platform allows users to seamlessly integrate their own data and GPT-powered models, supporting a wide variety of data sources. With features like model chaining, developer-friendly tools, and collaborative app building, Promptly empowers teams to quickly prototype and scale AI applications for various use cases. The platform also offers seamless integrations with popular workflows and tools, ensuring limitless possibilities for AI-powered solutions.

The website is a platform offering domain-specialized AI agents that drive enterprise-grade cost efficiency, operational turnaround, and unlock valuation multiples with defensible IP. It focuses on driving innovation, efficiency, and growth through Agentic AI for intelligent execution. The platform powers a structural upgrade in how work gets done, shifting from legacy, manual workflows to intelligent, self-improving systems. It is designed for secure, scalable transformation tailored to specific domains, data, and workflows.

Google Colab Copilot is an AI tool that integrates the GitHub Copilot functionality into Google Colab, allowing users to easily generate code suggestions and improve their coding workflow. By following a simple setup guide, users can start using the tool to enhance their coding experience and boost productivity. With features like code generation, auto-completion, and real-time suggestions, Google Colab Copilot is a valuable tool for developers looking to streamline their coding process.

Kapa.ai is an AI tool that builds accurate AI agents from technical documentation and various other sources. It helps deploy AI assistants across support, documentation, and internal teams in a matter of hours. Trusted by over 200 leading companies with technical products, Kapa.ai offers pre-built integrations, customer results, and an analytics platform to track user questions and content gaps. The tool focuses on providing grounded answers, connecting existing sources, and ensuring data security and compliance.

MARZ is a technology and VFX company specializing in providing feature-film quality visual effects for TV productions. With a focus on innovation and leveraging proprietary AI solutions, MARZ aims to deliver outstanding VFX on fast timelines while remaining affordable for TV clients. The company has completed 128 projects in the first 4 years, received 2 VES nominations, 2 Emmy nominations, and boasts a team of 260 staff including 55 engineers, researchers, and technology experts.

Weaviate is an AI tool designed to empower AI builders to design, build, and ship complete AI experiences. It provides a foundation for search, retrieval augmented generation, and agentic AI. Weaviate offers production-ready AI applications, faster deployment, and seamless model integration. With billion-scale architecture and enterprise-ready deployment options, Weaviate helps AI builders scale seamlessly and meet enterprise requirements. The platform offers AI-first features under one roof, enabling users to write less custom code and build AI apps efficiently.

PaperClip is an AI tool designed to help users keep track of their daily AI papers review. It allows users to memorize details from papers in machine learning, computer vision, and natural language processing. The tool offers an extension to easily find back important findings from AI research papers, ML blog posts, and news. PaperClip's AI runs locally, ensuring data privacy by not sending any information to external servers. Users can save and index their findings locally, with offline support for searching even without an internet connection. The tool also provides the ability to clean data by resetting saved bits in one click.

cto.new is a completely free AI code agent that plans and ships code using the best AI models. It seamlessly integrates with various developer tools without the need for a credit card or API key. The platform is designed to assist developers in efficiently completing tasks, finding and fixing bugs, and working on tickets. Trusted by teams, cto.new aims to streamline the coding process by leveraging AI technology.

Pythagora is the world's first all-in-one AI development platform that allows users to build production apps quickly and efficiently. With Pythagora, users can go from prompt to production seamlessly, with frontend development in minutes and backend development in hours. The platform offers a complete technical stack, smart inline code review, one-click deployment, and full code ownership, making app development faster and smarter.

Questflow is an AI-powered platform that offers a range of products to automate tasks, gather user feedback, design and deploy AI agents, and track on-chain transactions in real-time. It empowers teams and innovators worldwide by providing tools to streamline processes and enhance productivity. With a focus on user feedback and continuous improvement, Questflow aims to revolutionize the way businesses operate in the digital age.

Isomeric is an AI tool that utilizes artificial intelligence to semantically understand unstructured text and extract specific data. It transforms messy, unstructured text into machine-readable JSON, enabling users to extract insights, process data, deliver results, and more. From web scraping to browser extensions to general information extraction, Isomeric helps users scale their data gathering pipeline efficiently.

Vectara is a conversational search API platform designed for developers, offering best-in-class retrieval and summarization capabilities. It showcases conversational search capabilities and allows users to ask questions about the news, filter by source, and explore various topics. Vectara also supports personalized data queries and offers a free trial for easy access. The platform is built with grounded generation to minimize hallucinations, providing reliable and accurate results for users.

ThirdAI is an AI platform that offers a production-ready solution for building and deploying AI applications quickly and efficiently. It provides advanced AI/GenAI technology that can run on any infrastructure, reducing barriers to delivering production-grade AI solutions. With features like enterprise SSO, built-in models, no-code interface, and more, ThirdAI empowers users to create AI applications without the need for specialized GPU servers or AI skills. The platform covers the entire workflow of building AI applications end-to-end, allowing for easy customization and deployment in various environments.

The AI SDK is a free open-source library designed to empower developers to build AI-powered products. It offers a unified provider API, generative UI capabilities, framework-agnostic support, and streaming AI responses. The SDK has received high praise from developers for its ease of use, speed of development, and comprehensive documentation.

AnyAPI is an AI tool that allows users to easily add AI features to their products in minutes. With the ability to craft the perfect GPT-3 prompt using A/B testing, users can quickly generate a live API endpoint to power their next AI feature. The platform offers a range of use cases, including turning emails into tasks, suggesting replies, and accessing plain text JSON. AnyAPI is designed to streamline the integration of AI capabilities into various products and services, offering a user-friendly experience for developers and businesses alike.

Genesis Molecular AI is a pioneering molecular AI platform that builds and deploys GEMS, the AI Operating System for drug discovery. Their platform, including the model Pearl, empowers scientists to unlock tough protein targets and invent medicines with unprecedented potency and selectivity. Genesis combines AI and physics research to create a state-of-the-art platform for drug discovery, providing highly potent and selective drugs to address chemically complex targets. The company's success is attributed to a collaborative mix of minds across AI and biotech, working in iterative, interdisciplinary loops to discover and develop drugs for challenging targets.

Rawbot is an AI model comparison tool that simplifies the process of selecting the best AI models for projects and applications. It allows users to compare various AI models side-by-side, providing insights into their performance, strengths, weaknesses, and suitability. Rawbot helps users make informed decisions by identifying the most suitable AI models based on specific requirements, leading to optimal results in research, development, and business applications.

Convai is a Conversational AI platform that enables users to create intelligent characters with human-like conversation capabilities for games and virtual world applications. It offers an easy-to-use interface to design characters, connect them to assets, and engage in open-ended voice-based conversations. The platform focuses on enhancing user experiences in gaming, learning, and entertainment by providing AI-guided training applications and brand agents for various industries. Convai aims to revolutionize the way users interact with virtual worlds through cutting-edge Generative Conversational AI technology.

Base64.ai is an AI-powered document intelligence platform that offers a comprehensive solution for document processing and data extraction. It leverages advanced AI technology to streamline workflows, improve accuracy, and drive digital transformation for organizations. With features like Generative AI agents, workflow automation, and data intelligence, Base64.ai enables users to extract insights from structured and unstructured documents with ease. The platform is designed to enhance efficiency, reduce processing time, and increase productivity by eliminating manual document processing tasks.

Voqal is an intelligent voice coding assistant designed to provide software developers with natural speech programming capabilities. It offers customizable features, context extensions, and access to various compute providers, making coding more efficient and intuitive. Voqal's modes allow for easy navigation, coding, and confirmation, with the ability to switch between different modes seamlessly. The tool is designed to streamline the coding process and enhance productivity for developers of all skill levels.

Dev Radar is an open-source, AI-powered news aggregator that helps users stay up to date with the latest trends in software development. It provides curated articles on various topics such as JavaScript, Python, React, TypeScript, Rust, Go, Node.js, Deno, Ruby, and more. The platform leverages AI technology to deliver relevant and insightful content to developers, making it a valuable resource for staying informed in the rapidly evolving tech industry.

Frigate is an open source NVR application that focuses on locally processed AI object detection for security camera monitoring. It ensures privacy by performing all processing on the user's hardware, without sending camera feeds to the cloud. Frigate offers custom models through Frigate+ and is popular among privacy-focused home automation enthusiasts.