Raman Labs

Raman Labs is an AI tool that offers dedicated modules for computer vision-based tasks. It allows users to integrate machine learning functionality into their existing applications with just 2 lines of code, ensuring real-time performance even with high-resolution data on consumer-grade CPUs. The tool provides a clean and minimalistic API for easy integration, robust to large scale and resolution variations, versatile to run on various platforms, and adaptive to scale with the computing power of the system.

Vectorize is a fast, accurate, and production-ready AI tool that helps users turn unstructured data into optimized vector search indexes. It leverages Large Language Models (LLMs) to create copilots and enhance customer experiences by extracting natural language from various sources. With built-in support for top AI platforms and a variety of embedding models and chunking strategies, Vectorize enables users to deploy real-time vector pipelines for accurate search results. The tool also offers out-of-the-box connectors to popular knowledge repositories and collaboration platforms, making it easy to transform knowledge into AI-generated content.

Base64.ai is an AI-powered document intelligence platform that offers an all-in-one solution to bring AI into document-based workflows. It provides capabilities for complex document processing, workflow automation, AI agents, and data intelligence. The platform uses multi-modal AI to ingest data from various document types, images, and multimedia, and offers pre-trained deep learning models for fast setup without the need for model training. Base64.ai helps automate business decisions through AI agents and Large Action Models, generating charts and reports based on insights from multiple sources. It aims to eliminate manual document processing and outdated text extraction systems, enabling organizations to achieve new levels of efficiency, accuracy, and digital transformation.

Fifi.ai is a managed AI cloud platform that provides users with the infrastructure and tools to deploy and run AI models. The platform is designed to be easy to use, with a focus on plug-and-play functionality. Fifi.ai also offers a range of customization and fine-tuning options, allowing users to tailor the platform to their specific needs. The platform is supported by a team of experts who can provide assistance with onboarding, API integration, and troubleshooting.

Shaped is an AI tool designed to provide relevant recommendations and search results to increase engagement, conversion, and revenue. It offers a configurable system that adapts in real-time, with features such as easy set-up, real-time adaptability, state-of-the-art model library, high customizability, and explainable results. Shaped is suitable for technical teams and offers white-glove support. It specializes in real-time ranking systems and supports multi-modal unstructured data understanding. The tool ensures secure infrastructure and has advantages like increased redemption rate, average order value, and diversity.

Inworld is an AI framework designed for games and media, offering a production-ready framework for building AI agents with client-side logic and local model inference. It provides tools optimized for real-time data ingestion, low latency, and massive scale, enabling developers to create engaging and immersive experiences for users. Inworld allows for building custom AI agent pipelines, refining agent behavior and performance, and seamlessly transitioning from prototyping to production. With support for C++, Python, and game engines, Inworld aims to future-proof AI development by integrating 3rd-party components and foundational models to avoid vendor lock-in.

Loata is an AI-powered platform that serves as a learning orchestrator for adaptive text analyses. It allows users to store their notes and documents in the cloud, which are then ingested and transformed into knowledge bases. The platform features smart AI agents powered by LLMs to provide intelligent answers based on the content. With end-to-end encryption and controlled ingestion, Loata ensures the security and privacy of user data. Users can choose from different subscription plans to access varying levels of storage and query capacity, making it suitable for individuals and professionals alike.

MagnaPlay is an AI-powered localization platform designed specifically for game developers and publishers. It offers full transparency and efficiency in localization processes, ensuring high-quality translations and consistency across multiple languages. The platform utilizes AI and machine translation solutions to streamline the localization workflow, making it ideal for fast turn-around times and large content volumes. MagnaPlay also provides tools for quality assurance, glossary management, and style guides to enhance translators' efficiency. With a focus on technology-first approach, MagnaPlay aims to revolutionize the localization industry by offering innovative solutions for game localization.

Yay! Forms is an AI-powered form and survey builder that leverages artificial intelligence to create personalized surveys, quizzes, and forms. The platform simplifies decision-making by automatically turning data into valuable insights. With features like responsive design, customizable themes, drop-off analysis, advanced logic, and seamless integrations, Yay! Forms offers a user-friendly experience for creating engaging and efficient forms. The application also provides various pricing plans to cater to different user needs, along with a free trial option. Additionally, the platform offers customer support, automatic keyword extraction, sentiment detection, emotion detection, and the ability to remove branding for a more professional look.

PromptPoint Playground is an AI tool designed to help users design, test, and deploy prompts quickly and efficiently. It enables teams to create high-quality LLM outputs through automatic testing and evaluation. The platform allows users to make non-deterministic prompts predictable, organize prompt configurations, run automated tests, and monitor usage. With a focus on collaboration and accessibility, PromptPoint Playground empowers both technical and non-technical users to leverage the power of large language models for prompt engineering.

CodexAtlas is an AI-powered tool designed to automate code documentation processes. It leverages the latest advancements in Artificial Intelligence to generate and maintain documentation for software projects, freeing developers from the time-consuming task of writing documentation. With features like real-time updates, onboarding time reduction, and use-case detection, CodexAtlas aims to streamline the documentation process and enhance developer productivity. The tool also offers code conversion capabilities, business domain knowledge integration, and the option for on-premise deployment to cater to diverse organizational needs.

Lunary is an AI developer platform designed to bring AI applications to production. It offers a comprehensive set of tools to manage, improve, and protect LLM apps. With features like Logs, Metrics, Prompts, Evaluations, and Threads, Lunary empowers users to monitor and optimize their AI agents effectively. The platform supports tasks such as tracing errors, labeling data for fine-tuning, optimizing costs, running benchmarks, and testing open-source models. Lunary also facilitates collaboration with non-technical teammates through features like A/B testing, versioning, and clean source-code management.

Applitools is an AI-powered test automation platform that helps businesses improve the quality of their digital experiences. It uses visual AI to validate user interfaces across any type of screen or device, and it can be deployed on-prem, in the cloud, or as a SaaS solution. Applitools integrates with all of the major development tools and workflows, and it offers a wide range of features and advantages that can help businesses save time and money while improving the quality of their software.

Writer is a full-stack generative AI platform that enables businesses to build and deploy custom AI applications for a wide range of use cases, including digital assistants, content generation, summarization, and data analysis. Writer's platform is designed to be accurate, scalable, and cost-effective, and it offers a variety of features to help businesses get the most out of generative AI, including: - Palmyra LLMs: Writer's family of LLMs is purpose-built for the enterprise and offers a range of capabilities, including question-answering, image analysis, and multilingual translation. - Knowledge Graph: Writer's Knowledge Graph anchors generative AI in your company data, resulting in higher accuracy and fewer hallucinations. - AI guardrails: Writer's AI guardrails help businesses enforce their regulatory, legal, inclusivity, and brand rules across all work, whether it's created by their people or AI. - Flexible application layer: Writer's flexible application layer offers a wide range of interfaces to meet your specific needs, whether you're using a prebuilt app, building a custom app, or making requests to our out-of-the-box chat app.

Uxer is a personalized automation assistant powered by advanced computer vision and AI, designed to make automation easy and accessible for everyone. It automates tasks across various platforms and becomes smarter with each interaction. Uxer eliminates the need for complex coding and selectors, allowing users to automate workflows using simple commands or everyday language. The application caters to a wide range of users, from non-technical individuals to advanced users, offering features like personalized smart agent, platform independence, and natural language processing.

Spreadsheet Daddy is an AI-powered add-on for Google Sheets that enables users to automate tasks, generate content, extract data, and perform various other functions using advanced AI models like GPT-4 and GPT-4-32k. It seamlessly integrates with Google Sheets, allowing users to leverage the power of AI within their spreadsheets. With its user-friendly interface and diverse range of features, Spreadsheet Daddy empowers businesses and individuals to enhance their productivity and efficiency.

Kolank is an AI tool that offers a unified API for various AI models with features like load balancing, fallbacks, cost and performance metrics. It provides access to a range of models for tasks such as text generation, image analysis, and video processing. Users can interact with the API using popular programming languages like Python and JavaScript, as well as through command-line tools like Curl. Kolank aims to simplify the integration of AI capabilities into applications and workflows, making it easier for developers to leverage advanced AI technologies.

ThumbnailAi is an AI tool designed to rate YouTube thumbnails in order to maximize clicks. It offers a quick and efficient solution for content creators to optimize their thumbnail images and improve their video performance on the platform. The tool is built with low-code technology and provides users with an easy-to-use interface for analyzing and selecting the most engaging thumbnails for their videos.

Fluttydev is an online platform that offers a variety of automation tools and scripts, including AI tools such as DALL-E Bulk Image Generator, OpenAI API Validation Tool, and more. Users can access premium prompts, chatbot tools, Saas landing pages, and Notions templates. The platform aims to simplify tasks related to image generation, API validation, text-to-speech conversion, social media automation, and more.

Everypixel.com is a website that provides image analysis and enhancement tools for photographers, designers, and anyone working with visual content. The platform offers features such as image quality assessment, aesthetic scoring, and photo editing recommendations based on AI algorithms. Users can upload images to receive instant feedback and improve the overall quality of their visual assets. Everypixel.com aims to streamline the creative process and help users achieve professional-looking results with ease.

AeroMegh is a drone data analytics platform that transforms drone data into actionable insights by ensuring seamless and secured integration. It offers an end-to-end stack for flying and capturing, processing, and analyzing drone data with ease. AeroMegh provides solutions for various business sectors using patented services on top of existing hardware. The platform is designed to save time and money by creating more time to live through efficient drone data analytics.

Raman Labs is an AI tool that offers dedicated modules for computer vision-based tasks. It allows users to integrate machine learning functionality into their existing applications with just 2 lines of code, ensuring real-time performance even with high-resolution data on consumer-grade CPUs. The tool provides a clean and minimalistic API for easy integration, robust to large scale and resolution variations, versatile to run on various platforms, and adaptive to scale with the computing power of the system.

BuildAI.Space is an AI application that allows users to create personalized AI-powered web apps without the need for technical skills. Users can pick and customize AI tools, upload their data, and design the app to match their brand. The platform offers a variety of AI tools for different use cases, such as nutrition, legal advice, lead generation, SEO optimization, and personalized planners. With features like Magic Builder for customization and AI Credits for advanced functionalities, BuildAI.Space empowers users to monetize their apps and engage with their audience effectively.

Visionati is an AI-powered platform that provides image captioning, descriptions, and analysis for everyone. It offers a comprehensive toolkit for visual analysis, including intelligent tagging, content filtering, and integration with various AI technologies. Visionati helps transform complex visuals into clear, actionable insights for digital marketing, storytelling, and data analysis. Users can easily create an account, access seamless integration, and leverage advanced analysis capabilities through the Visionati API.

SwitchLight is an AI tool developed by a dedicated team of AI researchers located in Seoul, South Korea. It uses state-of-the-art AI technology to analyze and composite images with optimal lighting and backgrounds. The tool offers features like Copy Light for pasting lighting from portrait images, HDRI Relight for illuminating images using HDRIs, and PBR Material Acquisition for extracting maps for 3D softwares. Users can also add light to their own apps using the SwitchLight API. The tool supports various image formats and recommends using portrait-oriented images for best results.

ImageToPromptAI is an AI tool that generates text prompts from images. Users can upload images and receive text prompts instantly. The tool aims to assist in creating stable diffusion and reproducing comparable image/painting variations. With a user-friendly interface, ImageToPromptAI offers different pricing tiers based on the number of images users want to transform into text prompts. The tool does not require any subscriptions, allowing users to pay only for what they need. Overall, ImageToPromptAI simplifies the process of generating text prompts from images using artificial intelligence.

SceneXplain is a cutting-edge AI tool that specializes in generating descriptive captions for images and summarizing videos. It leverages advanced artificial intelligence algorithms to analyze visual content and provide accurate and concise textual descriptions. With SceneXplain, users can easily create engaging captions for their images and obtain quick summaries of lengthy videos. The tool is designed to streamline the process of content creation and enhance the accessibility of visual media for a wide range of applications.

The AI-Powered Image to Caption Generator is a revolutionary tool that utilizes artificial intelligence to analyze images and generate engaging captions tailored to each image. By recognizing key objects, scenes, and emotional tones in the image, the tool crafts captivating narratives that spark conversation and boost engagement. Users can save time, maintain brand consistency, and stay ahead of social media marketing trends with this innovative AI application.

WriteText.ai is an AI-powered product description generator designed to help e-commerce businesses create high-quality, SEO-optimized product descriptions quickly and efficiently. It offers a range of features to enhance content relevance, optimize keyword usage, and streamline the content creation workflow. With WriteText.ai, users can generate product descriptions in multiple languages, analyze product images for contextual text, and seamlessly publish content directly to their e-commerce platform.

Snippai is an AI-powered snipping tool that offers advanced features such as identifying formulas, extracting text, recognizing tables, analyzing images, solving problems, understanding code snippets, and extracting colors. It leverages artificial intelligence to enhance the snipping experience and provide users with accurate and efficient results.

CapGen is an AI-powered image caption generator that helps users create engaging captions for their social media posts. By leveraging the power of Artificial Intelligence, CapGen generates unique captions for uploaded images, enhancing the visual storytelling experience for users. The application caters to a wide range of users, from freelance writers and photographers to social media influencers and marketing teams, offering a user-friendly platform to boost online engagement and brand reach.

Vansh is an AI tool developed by a tech enthusiast. It specializes in Vision AI and Vispark technologies. The tool offers advanced features for image recognition, object detection, and visual data analysis. With a user-friendly interface, Vansh caters to both beginners and experts in the field of artificial intelligence.

AI Interview Copilot is the ultimate AI-powered job interview assistant that provides voice transcription, image and screenshot recognition, easy management, accurate answers, and algorithm problem-solving capabilities. It supports 57 languages and offers seamless integration with various devices for a stress-free interview experience. The application aims to assist users in tackling technical interview questions, providing quick responses, and generating code snippets in real-time.

SeekTop.ai is an AI tools directory that offers a curated list of the best AI solutions for various tasks. It features a wide range of AI-powered tools and services catering to different needs, from website building and video generation to content creation and networking. SeekTop.ai aims to provide users with innovative and efficient AI tools to enhance their productivity and creativity.

JENOVA is an AI tool that provides users with access to the best intelligence and expertise by synthesizing advanced AI models and tools into one unified AI experience. It ensures users always get the best answers by routing queries to the most optimal model for their needs. JENOVA offers an expanding suite of useful tools and capabilities, including document reading for various formats, image comprehension powered by multi-modal AI models, and web search for up-to-date information. Privacy is a priority, as conversations and data are never used for training and are securely stored in a protected database.

PackPack is an AI-driven bookmarking tool that allows users to save various types of content with just one click. It offers features like saving articles, social media posts, e-commerce products, videos, and audios, as well as providing relevant search results and AI-powered functions for summarizing content, analyzing images, and recognizing subtitles. Users can organize their saved content into collections and easily share them. PackPack is trusted by industry leaders and offers a distraction-free reading experience with no ads or pop-ups.

Undressing AI is a cutting-edge application that utilizes AI technology to remove clothes from photos, generating realistic nude images. Users can upload a photo, select processing mode, and quickly obtain a nude image. The app prioritizes safety and ethical use, implementing strict privacy measures to secure uploaded images. Undressing AI offers various pricing plans, from a free basic plan to premium options, providing customization options for body type, age, and image quality. The application is user-friendly, accessible from any device with internet connection, and employs advanced AI technology for accurate results.

Radiology Business is an AI tool designed to provide insights and solutions for professionals in the radiology field. The platform covers a wide range of topics including management, imaging, technology, and conferences. It offers news, analysis, and resources to help radiologists stay informed and make informed decisions. Radiology Business aims to leverage artificial intelligence to improve workflow efficiency and enhance the overall experience in the radiology ecosystem.

Neurahub is a single generative AI suite designed for daily creation tasks. It offers a central hub with essential and task-specific AI tools for tailored content creation and thinking tasks. Users can access leading AI tools, create and analyze various content and media effortlessly in seconds, generate unlimited templates and chatbot personas, and engage with a wider audience in over 30 languages. The platform also ensures data security with 256-bit SSL encryption and allows collaboration among team members to maximize AI benefits.

DigiCord is an AI-powered Discord bot that provides access to a wide range of large language models (LLMs) such as GPT-3.5, GPT-4, Claude, and more. It allows users to converse with AI, generate content, analyze images and data, and perform various tasks, all within the Discord server environment. DigiCord aims to democratize AI tools and technologies, making them more accessible, cost-efficient, and user-friendly for a diverse range of users, from students and digital artists to software engineers and entrepreneurs.

Altera is an applied research company focused on building digital humans - machines with fundamental human qualities. Led by Dr. Robert Yang, the team comprises computational neuroscientists, CS and Physics experts from prestigious institutions. Their mission is to create digital human beings that can live, care, and grow with us. The company's early research prototypes began in games, offering a glimpse into the potential of these digital humans.

Lobe is a machine learning tool that helps users train machine learning models and ship them to any platform of their choice. It provides a user-friendly interface for creating and managing machine learning projects, making it easy for both beginners and experienced users to work with AI models.

AutoGPT is an AI News & Articles Blog that provides quick, actionable insights tailored for busy professionals. It offers a platform for users to stay updated on the latest AI news, models, tools, and advancements in various industries. AutoGPT aims to simplify complex AI concepts and deliver valuable information without technical jargon or unnecessary details.

Pythagora is an AI-powered tool designed to help users build internal tools with artificial intelligence. It allows users to develop web apps, debug, and deploy all in one tool. Pythagora is built for developers, by developers, and offers features such as one-click deployment, automatic breakpoints, code reviews, pair programming, and self-healing code. The tool supports building frontend in React and backend in Node.js, with Python support coming soon. Users retain full ownership of the projects and code created using Pythagora, and the tool offers different pricing plans to suit various needs.

Info Daily is an AI-powered news platform that provides personalized news content to modern professionals. It offers a wide range of news articles covering various topics such as technology, business, science, and more. The platform utilizes AI algorithms to analyze user preferences and deliver tailored news feeds that are relevant to their interests. Info Daily aims to keep users informed and up-to-date on the latest news and developments in a personalized and efficient manner.

Giskard is an AI testing platform designed to secure Language Model (LLM) agents by continuously testing applications to prevent hallucinations and security issues. It is powered by leading AI researchers and trusted by Enterprise AI teams. Giskard offers features such as continuous testing, exhaustive risk detection, easy testing deployment, cross-team collaboration, and independent validation. The platform enables users to turn business knowledge into AI tests, generate comprehensive test scenarios, and stay protected with continuous Red Teaming that adapts to new threats.

The website openai.com is an AI tool that provides cutting-edge artificial intelligence solutions. It offers a wide range of AI applications and services to enhance various industries and sectors. OpenAI is known for its advanced AI models and research in natural language processing, reinforcement learning, and more. The platform aims to democratize AI and make it accessible to developers, researchers, and businesses worldwide.

Granica AI is an AI Data Readiness Platform that helps users build and manage high-quality data for AI at scale. The platform uses AI to continuously improve the AI-readiness of data, making projects faster and more impactful over time. Granica offers solutions for data cost optimization, data privacy, data selection & curation, and research. The platform is trusted by category-defining companies and has been recognized in various industry awards and publications.

Google DeepMind is an AI research lab that aims to build AI responsibly to benefit humanity. They work on complex challenges in AI and have developed innovative AI models like Gemini, Project Astra, Imagen, Veo, AlphaFold, and SynthID. The lab focuses on responsibility, safety, education, and breakthrough research in AI. Google DeepMind strives to make the AI ecosystem more representative of society and to address AI-related risks. They have a strong emphasis on ethical AI principles and advancing the field of artificial intelligence.

AI Studio is an advanced AI tool that empowers users to build powerful AI systems effortlessly. By combining a variety of top-notch AI tools, AI Studio enables users to tackle their most challenging problems efficiently. The platform offers a seamless user experience through its Command Line Tools, Rich Web UI, and upcoming Desktop version. With AI Studio, users can access a wealth of knowledge articles, guides, and open-source resources to enhance their AI projects. The platform also provides a supportive community through channels like Email, Discord, and Twitter, ensuring users have the necessary support to succeed in their AI endeavors.

Hacker-ai.online is a website that provides resources and information related to hacking and artificial intelligence. The webpage seems to be generated by the domain owner using Sedo Domain Parking. It is important to note that Sedo, the domain parking service, has no relationship with third-party advertisers. The website does not imply any association, endorsement, or recommendation of specific services or trademarks. Users can find resources and information on hacking and AI on this platform.

Vidura is a prompt management system integrated with multiple AI systems, designed to enhance the Generative AI user experience. It allows users to compose, organize, share, and export AI prompts efficiently. With features like prompt categorization, built-in templates, prompt history audit, and community sharing, Vidura aims to simplify the process of generating text and image responses with AI.

Gemini AI is a cutting-edge AI and ML solutions provider that focuses on accelerating innovation through artificial intelligence. The company is leading the revolution of artificial intelligence for augmented intelligence, leveraging the power of AI and ML to solve humankind's most challenging problems. Gemini AI specializes in areas such as computer vision, geospatial science, human health, and integrative technologies. Their services include data and sensors analysis, modeling using deep learning techniques, and deployment of predictive models for real-time insights.

The Max Planck Institute for Informatics focuses on Visual Computing and Artificial Intelligence, conducting research at the intersection of Computer Graphics, Computer Vision, and Artificial Intelligence. The institute aims to develop innovative methods to capture, represent, synthesize, and simulate real-world models with high detail, robustness, and efficiency. By combining concepts from Computer Graphics, Computer Vision, and Artificial Intelligence, the institute lays the groundwork for advanced computing systems that can interact intelligently and intuitively with humans and the environment.

Halogram AI is an uncensored and dynamic role-play AI for immersive storytelling and dynamic dialogues. It allows users to create, train, and interact with their own AI characters. The platform also provides a library of pre-trained AIs that users can explore and interact with.

Local AI Playground is a free and open-source native app designed for AI management, verification, and inferencing. It allows users to experiment with AI offline in a private environment without the need for a GPU. The application is memory-efficient and compact, with features like CPU inferencing, model management, and digest verification. Users can start a local streaming server for AI inferencing with just two clicks. Local AI Playground aims to simplify the AI development process and provide a user-friendly platform for AI enthusiasts.

Replicate is an AI tool that allows users to run and fine-tune models, deploy custom models at scale, and generate various types of content such as images, videos, music, and text with just one line of code. It provides access to a wide range of high-quality models contributed by the community, enabling users to explore, fine-tune, and deploy AI models efficiently. Replicate aims to make AI accessible and practical for real-world applications beyond academic research and demos.

Reiwaseda Inc. is a company specializing in creative production of videos and music, as well as artificial intelligence and software development related to creativity. They offer SaaS solutions to automate tasks for creators and developers, fostering communication between AI researchers and creators. The company's flagship product, 'Jet Cut Ready,' is an AI-powered video editing plugin that streamlines the editing process from planning to production. Reiwaseda Inc. aims to create a society where experiences can be created, shared, and received through various products and original content, such as sound logos, well-being videos, and radio dramas.

Squid & Fish Digitals is a platform offering various AI tools and applications for tech-savvy individuals. It provides a range of products such as Machine Learning study plans, Frontend Development study plans, AI Chatbot for kids, AI Debate Companion, AI Job Interviewer, Learning Path AI Generator, AI Concept Explainer, and Proven Frameworks for Effective Thinking. The platform aims to simplify complex concepts and tasks through the use of AI technology, catering to different learning and productivity needs.

Betafish.js is a Chess AI application that allows users to play chess against an AI opponent. Users can set the FEN position, make moves, and take back moves. The AI provides different thinking times for users to choose from. The application is created by Gavin and features a user-friendly interface with Staunty chess pieces and markers sprite.

fal.ai is a generative media platform designed for developers to build the next generation of creativity. It offers lightning-fast inference with no compromise on quality, providing access to high-quality generative media models optimized by the fal Inference Engine™. The platform allows developers to fine-tune their own models, leverage real-time infrastructure for new user experiences, and scale to thousands of GPUs as needed. With a focus on developer experience, fal.ai aims to be the fastest AI tool for running diffusion models.

Raman Labs is an AI tool that offers dedicated modules for computer vision-based tasks. It allows users to integrate machine learning functionality into their existing applications with just 2 lines of code, ensuring real-time performance even with high-resolution data on consumer-grade CPUs. The tool provides a clean and minimalistic API for easy integration, robust to large scale and resolution variations, versatile to run on various platforms, and adaptive to scale with the computing power of the system.

LiteLLM is a platform that simplifies model access, spend tracking, and fallbacks across 100+ LLMs. It provides a gateway to manage model access and offers features like logging, budget tracking, pass-through endpoints, and self-serve key management. LiteLLM is open-source and compatible with the OpenAI format, allowing users to access various LLMs seamlessly.

Hugging Face is an AI community platform that serves as a collaboration hub for the machine learning community. It allows users to explore and contribute to models, datasets, and applications. The platform offers a wide range of features and tools to facilitate AI development and research.