Sacred

Sacred is a tool to configure, organize, log and reproduce computational experiments. It is designed to introduce only minimal overhead, while encouraging modularity and configurability of experiments. The ability to conveniently make experiments configurable is at the heart of Sacred. If the parameters of an experiment are exposed in this way, it will help you to: keep track of all the parameters of your experiment easily run your experiment for different settings save configurations for individual runs in files or a database reproduce your results In Sacred we achieve this through the following main mechanisms: Config Scopes are functions with a @ex.config decorator, that turn all local variables into configuration entries. This helps to set up your configuration really easily. Those entries can then be used in captured functions via dependency injection. That way the system takes care of passing parameters around for you, which makes using your config values really easy. The command-line interface can be used to change the parameters, which makes it really easy to run your experiment with modified parameters. Observers log every information about your experiment and the configuration you used, and saves them for example to a Database. This helps to keep track of all your experiments. Automatic seeding helps controlling the randomness in your experiments, such that they stay reproducible.

SummarizeIt is an online tool that uses artificial intelligence to summarize videos. It is designed to help busy professionals and active learners save time and maximize their knowledge. With SummarizeIt, users can quickly and easily get the key points of any video without having to watch the entire thing. This can be a huge time saver, especially for long or complex videos. Summaries are often condensed into a more concise and easily digestible form, making it easier to understand and retain the information. Reading a summary also gives users the flexibility to pause, reread, or skip over parts that they don't understand or that are less important to them.

Sheriff is a Slack bot that helps you save time with rotating rosters and AI language understanding. It allows you to create a rotating roster of users in a channel that will become the designated @sheriff for a period of time. Whenever a user comes into this channel, they can tag @sheriff which will in turn notify the current user in the roster. This simple functionality can be used in multiple ways: Sheriff acting as the first point of contact for any questions from outside the team, Use sheriff in a support channel to answer incoming questions, Use sheriff to track a recurring role that cycles between team members.

AskNow is a website that allows users to have audio conversations with AI-powered avatars. Users can choose from a variety of avatars, each with its own unique personality and expertise. AskNow can be used for a variety of purposes, including getting advice, learning new things, or simply having a conversation. The website is easy to use and the avatars are very realistic. AskNow is a great way to experience the power of AI and to have some fun at the same time.

anywebsite.ai is a website that allows website owners to create their very own ChatGPT bot that will use the content of their website to answer any of their visitors questions. It is easy to set up and use, and it can be customized to match the look and feel of your website. anywebsite.ai is a great way to improve the customer experience on your website and to provide your visitors with the information they need.

Talkatoo is a dictation software that uses AI to help veterinarians save time and increase productivity. It offers three levels of control, so you can choose how hands-off you want to be. With Verified, you can simply record your notes and our scribes will verify the accuracy and place them in your PMS for you. With Auto-SOAP Records, you can record an entire exam or dictate your notes after and have Talkatoo auto-magically format the recording into a SOAP note, or other template. With Desktop Dictation, you can dictate in any field, in any app, on Mac or Windows. You can even connect your mobile device as a secure microphone to make the process easier.

The Run Recommender is a web-based tool that helps runners find the perfect pair of running shoes. It uses a smart algorithm to suggest options based on your input, giving you a starting point in your search for the perfect pair. The Run Recommender is designed to be user-friendly and easy to use. Simply input your shoe width, age, weight, and other details, and the Run Recommender will generate a list of potential shoes that might suit your running style and body. You can also provide information about your running experience, distance, and frequency, and the Run Recommender will use this information to further refine its suggestions. Once you have a list of potential shoes, you can click on each shoe to learn more about it, including its features, benefits, and price. You can also search for the shoe on Amazon to find the best deals.

Parity is a personal scheduling assistant that helps you save time by automating the process of scheduling meetings. It works with your favorite tools, including Zoom, Google Meet, and Microsoft Teams, and can coordinate with everyone else on the thread to find a time that works for everyone. You can also get a briefing of all your calendar events just by asking, and forward emails about events to Parity to add them to your calendar automatically. Parity is compatible with your Google and Outlook calendars, and is free to use.

Greetsapp is an online platform that allows users to create and send personalized ecards for various occasions. It uses AI-powered writing tools to suggest the perfect words and phrases for each message, making it easy for users to create heartfelt and meaningful greetings. With Greetsapp, users can select from dozens of styles and generate a completely original work of art in seconds. They can also customize their greetings with their own images and messages. Greetsapp's ecards can be delivered via text or email within moments, making it a convenient way to stay connected with loved ones no matter the distance.

Gepetto AI is a home staging and interior design tool powered by artificial intelligence. It allows users to furnish and redecorate their properties in over 30 different styles, helping their clients visualize their future home and get more calls on their real estate listings. Gepetto AI is easy to use, simply upload a photo of the space you want to stage and the AI will automatically generate realistic furniture and decor options. You can then customize the look of the space to your liking, and download the high-quality renders to use in your marketing materials.

Milo is an AI-powered co-pilot for parents, designed to help them manage the chaos of family life. It uses GPT-4, the latest in large-language models, to sort and organize information, send reminders, and provide updates. Milo is designed to be accurate and solve complex problems, and it learns and gets better based on user feedback. It can be used to manage tasks such as adding items to a grocery list, getting updates on the week's schedule, and sending screenshots of birthday invitations.

Clockwise is an AI-powered calendar assistant that helps you schedule meetings, tasks, and deep work in a way that works best for you and your team. It uses machine learning to analyze your calendar preferences and the availability of your colleagues to find the best times for meetings, and it can even automatically reschedule meetings if necessary. Clockwise also integrates with other productivity tools like Slack and Asana, so you can manage your schedule from one place.

Gensbot is an innovative platform that empowers users to create personalized goods on demand. By leveraging advanced AI technology, Gensbot eliminates the hassle of searching, stressing, or second-guessing, offering a seamless and convenient online shopping experience. Users can simply prompt the AI with their desired product specifications, and Gensbot will generate unique designs tailored to their preferences. This user-centric approach extends to the production process, where Gensbot prioritizes local manufacturing to minimize shipping distances and carbon emissions, contributing to a greener planet. Additionally, Gensbot rewards users with tokens for every purchase, which can be redeemed for future designs or exclusive offers, fostering a sustainable and rewarding shopping experience.

Nouswise is an AI-powered personal search engine that provides trusted answers from your sources, saving you up to 4 hours a week. It allows you to upload and explore books, validate answers, and create a personal knowledge base. The application is grounded in the personal information you trust the most, offering a unique experience with verifiable information and context awareness. Nouswise aims to make everything searchable and ensures privacy and security beyond the limit.

Character.ai is a website that offers a variety of AI-powered characters that can help you with a variety of tasks, from creative writing to brainstorming to language learning. The characters are designed to be helpful and engaging, and they can provide you with personalized assistance based on your needs. Character.ai is a great resource for anyone who wants to explore the potential of AI and see how it can be used to improve their lives.

Insyte is an AI-powered website builder that allows users to create landing pages in seconds. It is designed to be easy to use and intuitive, so you can focus on what matters most: your business. With Insyte, you can create a website for any purpose, from a simple landing page to a full-fledged online store. Insyte offers a variety of features to help you create a website that is both visually appealing and engaging. You can choose from a variety of templates, add your own content, and customize the look and feel of your site. Insyte also offers a number of advanced features, such as the ability to download the source code of your website and add custom domains. Insyte is a powerful tool that can help you create a website that will help you grow your business.

Zeus Notebook is an AI code assistant designed by Ying Hang Seah. It allows users to run a Python notebook entirely on their browser. Users can enter their OpenAI API key to enable chat functionality. The application is a helpful tool for developers and programmers to get assistance with coding tasks and projects.

HireLakeAI is an AI-powered platform that helps businesses with their hiring process. It uses AI to automate tasks such as resume screening, candidate matching, and interview scheduling. HireLakeAI also provides insights into candidate data, such as their skills, experience, and personality. This information can help businesses make better hiring decisions and improve their overall hiring process.

Mito is a low-code data app infrastructure that allows users to edit spreadsheets and automatically generate Python code. It is designed to help analysts automate their repetitive Excel work and take automation into their own hands. Mito is a Jupyter extension and Streamlit component, so users don't need to set up any new infrastructure. It is easy to get started with Mito, simply install it using pip and start using it in Jupyter or Streamlit.

DataCamp is an online learning platform that offers courses in data science, AI, and machine learning. The platform provides interactive exercises, short videos, and hands-on projects to help learners develop the skills they need to succeed in the field. DataCamp also offers a variety of resources for businesses, including team training, custom content development, and data science consulting.

OSO is an AI-powered tool suite that offers a range of capabilities to enhance productivity and streamline tasks. It includes an AI search engine that provides comprehensive summaries of search queries, an uncensored AI chat that allows for unrestricted discussions and content generation, and an AI image generation tool that enables the creation of visuals for various purposes. OSO integrates with over 7,000 applications and offers a range of features such as workflow automation, web summaries, and sentiment analysis.

Hex is a collaborative data workspace that provides a variety of tools for working with data, including queries, notebooks, reports, data apps, and AI. It is designed to be easy to use for people of all technical skill levels, and it integrates with a variety of other tools and services. Hex is a powerful tool for data exploration, analysis, and visualization.

Hyperscience is a leading enterprise AI platform that provides hyperautomation solutions for businesses. Its platform enables organizations to automate complex business processes with high accuracy and efficiency. Hyperscience offers a range of solutions across various industries and processes, leveraging technologies such as intelligent document processing, machine learning, and natural language processing. The platform is designed to help businesses transform their operations, improve decision-making, and gain a competitive advantage.

PwC is a global network of professional services firms that provides assurance, tax, and consulting services to businesses and individuals. The company has a strong focus on artificial intelligence (AI) and its potential to transform the way businesses operate. PwC's AI-powered solutions help clients improve efficiency, reduce costs, and make better decisions.

XtalPi is a world-leading technology company driven by artificial intelligence (AI) and robotics to innovate in the fields of life sciences and new materials. Founded in 2015 at the Massachusetts Institute of Technology (MIT), the company is committed to realizing digital and intelligent innovation in the fields of life sciences and new materials. Based on cutting-edge technologies and capabilities such as quantum physics, artificial intelligence, cloud computing, and large-scale experimental robot clusters, the company provides innovative technologies, services, and products for global industries such as biomedicine, chemicals, new energy, and new materials.

Sacred is a tool to configure, organize, log and reproduce computational experiments. It is designed to introduce only minimal overhead, while encouraging modularity and configurability of experiments. The ability to conveniently make experiments configurable is at the heart of Sacred. If the parameters of an experiment are exposed in this way, it will help you to: keep track of all the parameters of your experiment easily run your experiment for different settings save configurations for individual runs in files or a database reproduce your results In Sacred we achieve this through the following main mechanisms: Config Scopes are functions with a @ex.config decorator, that turn all local variables into configuration entries. This helps to set up your configuration really easily. Those entries can then be used in captured functions via dependency injection. That way the system takes care of passing parameters around for you, which makes using your config values really easy. The command-line interface can be used to change the parameters, which makes it really easy to run your experiment with modified parameters. Observers log every information about your experiment and the configuration you used, and saves them for example to a Database. This helps to keep track of all your experiments. Automatic seeding helps controlling the randomness in your experiments, such that they stay reproducible.

Databricks is a data and AI company that provides a unified platform for data, analytics, and AI. The platform includes a variety of tools and services for data management, data warehousing, real-time analytics, data engineering, data science, and AI development. Databricks also offers a variety of integrations with other tools and services, such as ETL tools, data ingestion tools, business intelligence tools, AI tools, and governance tools.

NumPy is a library for the Python programming language, adding support for large, multi-dimensional arrays and high-level mathematical functions to perform operations on these arrays. It is the fundamental package for scientific computing with Python and is used in a wide range of applications, including data science, machine learning, and image processing. NumPy is open source and distributed under a liberal BSD license, and is developed and maintained publicly on GitHub by a vibrant, responsive, and diverse community.

Posit is an open-source data science company that provides a suite of tools and services for data scientists. Its products include the RStudio IDE, Shiny, and Posit Connect. Posit also offers cloud-based solutions and enterprise support. The company's mission is to make data science accessible to everyone, regardless of their economic means or technical expertise.

Tabula is a visual data analytics tool that uses AI to help businesses get insights from their data. It is easy to use and can be used by anyone, regardless of their technical expertise. Tabula can be used to access and unify data from a variety of sources, standardize and blend datasets, add custom metrics, build stunning reports, and automate repetitive tasks. Tabula is integrated with a variety of data sources and platforms, making it easy to get started.

Amperity is a leading AI enterprise customer data platform (CDP) for consumer brands. It provides a data foundation prepared by AI, allowing anyone to become a data scientist with Generative AI. Amperity's AI-powered capabilities include Explore, Assist, Stitch, and Predict.

Alteryx offers a leading AI Platform for Enterprise Analytics that delivers actionable insights by automating analytics. The platform combines the power of data preparation, analytics, and machine learning to help businesses make better decisions faster. With Alteryx, businesses can connect to a wide variety of data sources, prepare and clean data, perform advanced analytics, and build and deploy machine learning models. The platform is designed to be easy to use, even for non-technical users, and it can be deployed on-premises or in the cloud.

ScreenAI is a powerful macOS application that leverages advanced multimodal AI to enhance productivity. By simply taking a screenshot, users can automate tasks such as scheduling, content explanation, and chat responses. The application seamlessly integrates with Apple's native apps, providing an immersive and efficient user experience. With a focus on privacy and data security, ScreenAI ensures that all data stays local and partners only with trusted AI service providers.

Cohesive is an AI tool designed to provide outsourced analysts and assistants for businesses. It enables users to prospect at scale, perform outbound activities with AI enrichment and web scraping directly within Google Sheets. The tool is Google Sheets native, allowing users to enrich and scrape the web without the need to import data into a separate platform. Cohesive also leverages AI for bulk data analysis, personalization generation, web scraping, and email finding/validation. It offers free usage with the option to join the Cohesive Slack community for additional support.

GPT Personalize is a platform offering free custom GPTs designed to enhance productivity in various domains such as education, tech support, and more. Users can access a range of custom GPTs with a ChatGPT Plus or Enterprise subscription, making tasks easier and learning more fun. The platform also provides expert guides on integrating knowledge into GPTs, mastering DNS management, and developing innovative actions for GPT models. GPT Personalize aims to optimize tasks and accelerate learning through the power of generative AI.

Scale AI is an AI tool that accelerates the development of AI applications for enterprise, government, and automotive sectors. It offers Scale Data Engine for generative AI, Scale GenAI Platform, and evaluation services for model developers. The platform leverages enterprise data to build sustainable AI programs and partners with leading AI models. Scale's focus on generative AI applications, data labeling, and model evaluation sets it apart in the AI industry.

BenchLLM is an AI tool designed for AI engineers to evaluate LLM-powered apps by running and evaluating models with a powerful CLI. It allows users to build test suites, choose evaluation strategies, and generate quality reports. The tool supports OpenAI, Langchain, and other APIs out of the box, offering automation, visualization of reports, and monitoring of model performance.

MLflow is an open source platform for managing the end-to-end machine learning (ML) lifecycle, including tracking experiments, packaging models, deploying models, and managing model registries. It provides a unified platform for both traditional ML and generative AI applications.

integrate.ai is a platform that enables data and analytics providers to collaborate easily with enterprise data science teams without moving data. Powered by federated learning technology, the platform allows for efficient proof of concepts, data experimentation, infrastructure agnostic evaluations, collaborative data evaluations, and data governance controls. It supports various data science jobs such as match rate analysis, exploratory data analysis, correlation analysis, model performance analysis, feature importance & data influence, and model validation. The platform integrates with popular data science tools like Azure, Jupyter, Databricks, AWS, GCP, Snowflake, Pandas, PyTorch, MLflow, and scikit-learn.

SuperAnnotate is an AI data platform that simplifies and accelerates model-building by unifying the AI pipeline. It enables users to create, curate, and evaluate datasets efficiently, leading to the development of better models faster. The platform offers features like connecting any data source, building customizable UIs, creating high-quality datasets, evaluating models, and deploying models seamlessly. SuperAnnotate ensures global security and privacy measures for data protection.

CHAI AI Platform is an AI tool designed for quant traders to build and implement AI algorithms for trading. The platform combines chat functionality with AI capabilities to enhance the trading experience. Based in Palo Alto, CA, CHAI Research Corp. developed the platform to empower traders with advanced AI technology for better decision-making and performance in the financial markets.

SOMA is a Research Automation Platform that accelerates medical innovation by providing up to 100x speedup through process automation. The platform analyzes medical research articles, extracts important concepts, and identifies causal and associative relationships between them. It organizes this information into a specialized database forming a knowledge graph. Researchers can retrieve causal chains, access specific research articles, and perform tasks like concept analysis, drug repurposing, and target discovery. SOMA enhances literature review efficiency by finding relevant articles based on causal chains and keywords specified by the user. It empowers researchers to focus on their research by saving up to 95% of the time spent on pre-processing documents. The platform offers freemium access with extended functionality for 14 days and advanced features available through subscription.

Cambrian Copilot is an AI tool designed for researchers and engineers to easily stay up-to-date with the latest machine learning research. With over 240,000 ML papers available for search, the tool helps users understand complex details and automate literature reviews, simplifying the process of discovering and accessing cutting-edge research in the field of machine learning.

Mnemonic AI is an advanced Customer Intelligence AI tool that specializes in creating AI Personas and Digital Twin of the Customer. It helps organizations of all sizes better understand individuals by developing artificial intelligence solutions to tailor messages to their state of mind. The tool is fully automated, data-driven, and offers psychographics insights, integrations, and case studies to enhance customer centricity and marketing strategies.

functime is a time-series machine learning tool designed to perform forecasting at scale. It provides a comprehensive set of functions and resources to assist users in analyzing and evaluating time-series data. With features like scoring, ranking, and plotting functions, functime aims to simplify the process of forecasting and make it accessible to users of all levels of expertise. The tool also offers an API reference for developers looking to integrate time-series forecasting capabilities into their applications.

Kolank is an AI tool that provides a unified API for accessing a wide range of Language Model Models (LLMs) and providers. It offers features such as model comparison based on price, latency, output, context, and throughput, OpenAI compatible API integration, transparency in tracking API calls and token expenditure, cost reduction by paying for performance, load balancing with fallbacks, and easy integration with preferred LLMs using Python, Javascript, and Curl.

Promptmakr is a platform that facilitates the buying and selling of AI prompts. It serves as a marketplace where users can find and purchase prompts for various AI applications. The platform aims to streamline the process of acquiring prompts, making it easier for developers and AI enthusiasts to access high-quality content to enhance their projects.

StockGPT is an AI-powered financial research assistant that provides knowledge of earnings releases, financial reports, and fundamental information for S&P 500 and Nasdaq companies. It offers features like AI search, customizable filters, up-to-date data, industry research, and more to help users analyze companies and markets effectively.

Unlearn.ai is an AI-powered digital twins solution provider that optimizes clinical trials. Their TwinRCTs enable confident and quick clinical trials in various medical fields such as neuroscience, immunology, and metabolic diseases. By creating digital twins of patients, Unlearn.ai enhances the power and efficiency of clinical trials, attracting study participants and making confident decisions from early to late-stage studies.

Altera is an applied research lab focused on building digital human beings with fundamental human qualities. Led by Dr. Robert Yang, the team consists of computational neuroscientists, physics olympiads, and engineers from prestigious institutions. Their mission is to create digital beings that enhance human-to-human interactions, offering empathy, fun, friendship, and productivity at an unprecedented scale. Leveraging a state-of-the-art Composite Architecture inspired by the brain, Altera aims to develop agents with empathy, memory, and social norms. Starting with products in games, Altera plans to expand into multi-agent simulations and physical embodiment of digital intelligence, aspiring to become the most consequential technology company in the world.

Google Colab Copilot is an AI tool that integrates the GitHub Copilot functionality into Google Colab, allowing users to easily generate code suggestions and completions while working on their projects. By following a simple setup guide, users can enable this feature and enhance their coding experience within the Google Colab environment. The tool streamlines the coding process by providing intelligent code suggestions based on the context and code patterns, ultimately boosting productivity and efficiency for developers.

Lobe is a free and easy-to-use machine learning tool for Mac and PC that allows users to train machine learning models and deploy them to any platform of their choice. It provides a user-friendly interface for creating, training, and deploying machine learning models without requiring extensive coding knowledge.

Aitodata.com is an AI-powered data analysis tool designed to help users analyze and visualize data efficiently. The platform offers a user-friendly interface that allows users to upload datasets, perform various data analysis tasks, and generate insightful visualizations. With advanced AI algorithms, aitodata.com simplifies the data analysis process and provides valuable insights to users across different industries. Whether you are a data scientist, business analyst, or student, aitodata.com can assist you in making data-driven decisions and uncovering hidden patterns in your data.

CrowdPrisma is an AI-powered survey analysis tool that revolutionizes the way insights are extracted from free-text responses. It utilizes a cutting-edge TextEngine to automatically group responses into coherent themes and topics, providing users with quantitative insights in minutes. The platform offers an interactive dashboard for in-depth data exploration, multilingual support, and fair billing practices. CrowdPrisma is ideal for market research, customer experience analysis, human resources investigations, policy research, and more.

Weaviate is an AI-native database designed to bring intuitive AI-native applications to life with less hallucination, data leakage, and vendor lock-in. It offers features like Hybrid Search, Retrieval-Augmented Generation, Generative Feedback Loops, and Cost-performance optimization. Weaviate empowers developers to build AI-native applications with flexible, reliable, open-source foundations, including a vector database and surrounding services. With over 1M monthly downloads, Weaviate is a core piece of the AI-native stack for developers and enterprises, providing model inference and AI infrastructure tailored to specific use cases.

WiseData is an AI Assistant for Python Data Analytics designed to help Data Analysts and Data Scientists be 2X more productive. It offers features like data transformation with natural language, data visualization with natural language, and data transformation with SQL. WiseData ensures privacy by not sending analyzed data to its server and protects transmitted prompts and suggestions through encryption. It is a valuable tool for simplifying complex data analytics tasks and enhancing productivity.

Qualifyed is an AI predictive audiences and lead scoring platform designed to help businesses optimize their advertising efforts by targeting people with the highest probability to become customers. The platform utilizes industry-leading machine learning systems to continuously inspect and score leads, ultimately decreasing customer acquisition costs, increasing online conversions, and enhancing offline sales team efficiency. Qualifyed offers a streamlined process of data ingestion, machine learning modeling, advertising optimization, and media execution to reach ideal customers effectively. With a focus on driving qualified leads, Qualifyed aims to revolutionize the way businesses approach media buying for sales.

Chessvision.ai is an AI-powered eBook reader designed to enhance the study experience of chess enthusiasts. By utilizing Artificial Intelligence and Computer Vision technologies, the application transforms traditional chess eBooks into interactive learning tools. Users can open PDF, ePub, or DjVu chess books, analyze diagrams, add comments, search positions online, and even integrate with chess engines for deeper analysis. The Reader has received accolades for its innovative approach to chess learning and has been recognized as the Best Chess Startup in 2020.

Vectara is a conversational search demo that showcases the capabilities of a search tool using natural language processing. It allows users to interact with the search engine using conversational language, making the search process more intuitive and user-friendly. Vectara leverages advanced AI algorithms to understand user queries and provide relevant search results in a conversational manner.

ThirdAI is a production-ready AI platform designed for enterprise use, offering out-of-the-box solutions that work at scale and provide 10x better price performance. The platform features enterprise SSO, LLM guardrails, built-in models, a no-code interface, and implicit feedback & RLHF. It allows for turnkey deployment of complex AI ecosystems, enabling business leaders to solve critical needs quickly. With a focus on security, scalability, and performance, ThirdAI helps drive innovation and achieve business goals from day one.

Susterra is an advanced analytics platform for Public Finance stakeholders, aiming to catalyze urban development by providing powerful insights. The platform integrates leading practices from academia, leverages public data growth, and utilizes technology innovations like ML and AI to enable issuers to make suitable choices for accelerating the development of Smart Cities across the United States. Susterra offers state-of-the-art analytics, including TerraScore, TerraVision, TerraView, and Impact IQ, with a focus on public program evaluation and data visualization tools for various sectors such as Utilities, Education, Healthcare, and more.

GenIQ is an AI-powered application that allows users to interact with files through natural language. It generates concise summaries of lengthy documents using Generative AI technology. Users can work with various file types such as audio, video, PDF, and Word documents by asking questions in natural language and receiving real-time answers. GenIQ offers features like audio & video analysis, document processing, multilingual support, and handwritten document analysis.

Collective[i] is an AI application that leverages deep learning and AI technology to optimize business operations, specifically focusing on sales forecasting, productivity improvement, and revenue growth. The platform provides automated daily sales forecasts, data cleansing in CRM systems, insights generation for optimal outcomes, and support for community networking. Collective[i] prioritizes enterprise-level security and privacy to ensure the confidentiality and integrity of business information. The AI technology used by Collective[i] aims to automate tasks, enhance decision-making processes, and enhance the overall buying experience for users.

The AI SDK is a free open-source library designed to empower developers in building AI-powered products. Developed by the creators of Next.js, it offers a range of features such as a chat-based web development companion, a Unified Provider API for seamless integration with different AI providers, generative UI for creating dynamic interfaces, framework-agnostic compatibility, and streaming AI responses for instant user feedback. The SDK has received positive feedback from developers for its ease of use and efficiency in automating processes.