
Sacred
Every experiment is 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.
For Tasks:
Click tags to check more tools for each tasksFor Jobs:
Features
- Configuration Scopes
- Dependency Injection
- Command-Line Interface
- Observers
- Automatic Seeding
Advantages
- Easily 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
- Control the randomness in your experiments
Disadvantages
- Can be complex to set up
- May not be suitable for all types of experiments
- Can be slow to run
Frequently Asked Questions
-
Q:What is Sacred?
A:Sacred is a tool to configure, organize, log and reproduce computational experiments. -
Q:What are the benefits of using Sacred?
A:Sacred can 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, and reproduce your results. -
Q:How do I get started with Sacred?
A:You can find a quickstart guide here: https://sacred.readthedocs.io/en/stable/quickstart.html
Alternative AI tools for Sacred
Similar sites

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
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.

MindpoolAI
MindpoolAI is a tool that allows users to access multiple leading AI models with a single query. This means that users can get the answers they are looking for, spark ideas, and fuel their work, creativity, and curiosity. MindpoolAI is easy to use and does not require any technical expertise. Users simply need to enter their prompt and select the AI models they want to compare. MindpoolAI will then send the query to the selected models and present the results in an easy-to-understand format.

AskNow
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
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
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.

Run Recommender
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.

Amazon Q in QuickSight
Amazon Q in QuickSight is a generative BI assistant that makes it easy to build and consume insights. With Amazon Q, BI users can build, discover, and share actionable insights and narratives in seconds using intuitive natural language experiences. Analysts can quickly build visuals and calculations and refine visuals using natural language. Business users can self-serve data and insights using natural language. Amazon Q is built with security and privacy in mind. It can understand and respect your existing governance identities, roles, and permissions and use this information to personalize its interactions. If a user doesn't have permission to access certain data without Amazon Q, they can't access it using Amazon Q either. Amazon Q in QuickSight is designed to meet the most stringent enterprise requirements from day one—none of your data or Amazon Q inputs and outputs are used to improve underlying models of Amazon Q for anyone but you.

Superflows
Superflows is a tool that allows you to add an AI Copilot to your SaaS product. This AI Copilot can answer questions and perform tasks for users via chat. It is designed to be easy to set up and configure, and it can be integrated into your codebase with just a few lines of code. Superflows is a great way to improve the user experience of your SaaS product and help users get the most out of your software.

Parity
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
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.

Voicepanel
Voicepanel is an AI-powered platform that helps businesses gather detailed feedback from their customers at unprecedented speed and scale. It uses AI to recruit target audiences, conduct interviews over voice or video, and synthesize actionable insights instantly. Voicepanel's platform is easy to use and can be set up in minutes. It offers a variety of features, including AI interviewing, AI recruiting, and AI synthesis. Voicepanel is a valuable tool for businesses that want to gain a deeper understanding of their customers and make better decisions.

Lisa
Lisa is an AI-powered resume screening software that helps recruiters and hiring managers save time and improve the efficiency of their hiring process. It uses natural language processing and machine learning algorithms to analyze resumes and identify the most qualified candidates for a given job. Lisa can review a resume in just 1 second, which is 80% faster than the average time it takes a human recruiter to do the same task. This can save recruiters hours of time each week, which can be used to focus on other important tasks, such as interviewing candidates and building relationships with clients.

Clockwise
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.

Chatmate AI
Chatmate AI is a website that allows users to chat with artificial intelligent persons, or "mates". These mates are designed to simulate real human conversation, and they can even develop personal bonds with users over time. Chatmate AI is powered by OpenAI GPT-3, which gives the mates access to a vast amount of knowledge and allows them to understand and respond to user input in a natural way. The website is currently in limited beta, and usage is free for all users.

Character.ai
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.
For similar tasks

Zeus Notebook
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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.

INSAIT
INSAIT is an Institute for Computer Science, Artificial Intelligence, and Technology located in Sofia, Bulgaria. The institute focuses on cutting-edge research areas such as Computer Vision, Robotics, Quantum Computing, Machine Learning, and Regulatory AI Compliance. INSAIT is known for its collaboration with top universities and organizations, as well as its commitment to fostering a diverse and inclusive environment for students and researchers.

Gretel.ai
Gretel.ai is a synthetic data platform purpose-built for AI applications. It allows users to generate artificial, synthetic datasets with the same characteristics as real data, enabling the improvement of AI models without compromising privacy. The platform offers features such as generating data from input prompts, creating safe synthetic versions of sensitive datasets, flexible data transformation, building data pipelines, and measuring data quality. Gretel.ai is designed to help developers unlock synthetic data and achieve more with safe access to the right data.

Scale 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
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
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.
For similar jobs

Rationale
Rationale is a cutting-edge decision-making tool powered by advanced AI technology, including the latest GPT model and in-context learning capabilities. It leverages artificial intelligence to provide users with valuable insights and recommendations for making informed decisions across various domains.

Mnemonic AI
Mnemonic AI is an advanced Customer Intelligence tool that offers AI Personas and Digital Twin of the Customer. It helps organizations improve their understanding of individuals by creating data-driven buyer personas and virtual customers. The tool analyzes OCEAN Big Five Personality Traits and Schwartz Universal Values to tailor messages and marketing strategies. Mnemonic AI automates the process of creating personas and updating customer data, providing deep insights for informed decision-making.

functime
functime is a time-series machine learning tool designed to perform forecasting at scale. It provides functions for scoring, ranking, and plotting thousands of forecasts simultaneously. With a focus on guiding users through their first end-to-end forecasting pipeline, functime serves as an AI copilot to analyze trends, seasonality, and causal factors in forecasts. The tool offers a comprehensive API reference and documentation, making it a valuable resource for both beginners and experienced analysts.

Kolank
Kolank is an AI platform offering a unified API with agent interoperability, automatic model selection, and cost optimization. It enables AI agents to communicate and collaborate efficiently, providing access to a wide range of AI models for text, image, and video processing. With features like load balancing, fallbacks, and performance metrics, Kolank simplifies AI model integration and usage, making it a comprehensive solution for various AI tasks.

Promptmakr
Promptmakr is a platform designed for buying and selling AI prompts. It serves as a marketplace where users can find and offer AI prompts for various purposes. The platform aims to connect individuals and businesses looking for AI prompts with those who create and sell them. With a user-friendly interface, Promptmakr simplifies the process of discovering, purchasing, and selling AI prompts, making it a convenient solution for both buyers and sellers in the AI industry.

StockGPT
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-powered search, customizable filters, up-to-date data, and industry research to help users analyze companies and markets more efficiently.

XenonStack
XenonStack is an AI application that offers a comprehensive suite of tools and services for building and managing Agentic Systems. The platform provides solutions for data management, analytics, AI transformation, and decision-making processes. With features like AI-enabled catalogs, industrial automation, and agent orchestration, XenonStack aims to empower enterprises to reimagine their business workflows and drive efficiency and agility through intelligent AI agents.

Unlearn.ai
Unlearn.ai is an AI-driven platform that specializes in streamlining clinical trials through the use of AI-generated digital twins of patients. By leveraging digital twin technology and disease-specific ML models, Unlearn.ai enables researchers to design and run more efficient and impactful clinical trials across various therapeutic areas. The platform offers solutions to accelerate trial timelines, facilitate faster decision-making, and optimize trial design, ultimately enhancing trial efficiency, insights, and impact.

Discuro
Discuro is an all-in-one platform designed for developers to easily build, test, and consume complex AI workflows. It integrates with GPT-3, DALLE-2, and older OpenAI models, allowing users to chain prompts together in powerful ways. With Discuro, users can define their workflows in an easy-to-use UI and execute them with a single API call. The platform enables users to build and test complex self-transforming AI workflows and data sets, monitor AI usage, and generate completions efficiently.

Google Colab Copilot
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.

Zomory
Zomory is an AI-powered knowledge search tool that allows users to search their Notion workspace with lightning-fast speed. It offers natural language understanding, Slack integration, conversational interface, page search, and enterprise security. Zomory is designed to provide users with instant access to the information they need, even if they are unsure of the exact keywords. It aims to revolutionize the way users search for knowledge within their workspace by combining AI technology with user-friendly features.

Lobe
Lobe is a free and easy-to-use machine learning tool for Mac and PC that helps users train machine learning models and deploy them to any platform. It offers a range of features such as creating image-based datasets, managing and comparing prompts, automating workflows, and collaborating outside of code. Lobe provides a user-friendly interface for individuals and teams to leverage AI technology without extensive coding knowledge.

Aitodata
Aitodata.com is an AI tool designed to provide advanced data analysis solutions. The platform offers a wide range of features to help users analyze and interpret data more effectively. With a user-friendly interface, Aitodata.com aims to simplify the process of data analysis for individuals and businesses alike. The tool is known for its accuracy, efficiency, and reliability in handling complex data sets.

Sushidata Analytics
Sushidata Analytics is an AI-powered platform that helps companies gain a competitive edge by unifying and automating critical competitive and marketing operations data. It offers fully automated analysis of data, identifies key trends and advocates, and provides actionable insights to marketing teams. The platform assists in monitoring competition, turning customer feedback into actionable strategies, and enhancing customer experience. Sushidata prioritizes data security and offers integrations with various tools for seamless data collection and analysis.

GPT-4 Consulting
GPT-4 Consulting is an AI tool that provides business advice and software consultation services. Users can book consultations to get advice on leveraging AI for their businesses. The tool uses advanced AI technology to generate personalized advice based on the user's input.

Weaviate
Weaviate is an AI-native database that developers love. It offers a feature-rich vector database trusted by AI innovators, empowering AI-native builders to create AI-powered search, retrieval augmented generation, and agentic AI applications. Weaviate simplifies the process of building production-ready AI applications by providing seamless model integration, pre-built database agents, and language-agnostic SDKs for easy development. With billion-scale architecture and enterprise-ready deployment options, Weaviate enables developers to scale seamlessly, deploy anywhere, and meet enterprise requirements. The platform is designed to help AI builders write less custom code, optimize costs, and build AI-native apps faster.

Microsoft Azure
Microsoft Azure is a cloud computing service that offers a wide range of products and solutions for businesses and developers. It provides tools for AI, machine learning, databases, analytics, compute, containers, hybrid cloud, and more. Azure enables users to build, deploy, and scale AI-powered applications and agents faster, with a focus on data security and flexibility. The platform offers a pay-as-you-go model and a free trial period of up to 30 days, with no upfront commitment required. Azure aims to empower businesses to innovate and modernize their applications and infrastructure in a secure and scalable environment.

Questflow
Questflow is an AI agent economy platform that enables users to automate tasks, turn user feedback into action, and build AI agent teams for various workflows. It offers a developer platform to design and deploy AI swarms, empowering teams and innovators worldwide. Questflow aims to create a multi-agent economy on-chain, connecting AI agents to all apps and allowing users to customize AI agent-powered applications. With features like autonomous task completion, on-chain incentives for builders, and tokenization of AI agents, Questflow provides a composable solution for orchestrating AI agents to work together seamlessly.

Qualifyed
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 uses industry-leading machine learning systems to continuously inspect and score leads, ultimately decreasing customer acquisition costs, increasing online conversions, and improving sales team efficiency. Qualifyed offers a streamlined process of data ingestion, machine learning modeling, advertising optimization, and media execution to reach ideal customers effectively.

Chessvision.ai
Chessvision.ai is an AI-powered eBook reader designed to enhance the study of chess eBooks. It utilizes Artificial Intelligence and Computer Vision to make chess books interactive, allowing users to analyze positions, add comments, search online databases, watch YouTube videos, and analyze with an engine. The application has gained popularity among chess players of all levels for its innovative approach to studying and improving chess skills.

Vectara
Vectara is a conversational search demo application that provides users with the ability to interact with a search engine using natural language. The application allows users to ask questions and receive relevant search results in a conversational manner. Vectara leverages AI technology to understand user queries and provide accurate responses, making the search process more intuitive and user-friendly.

Susterra
Susterra is an advanced analytics platform for Public Finance that empowers stakeholders with powerful insights to catalyze urban development. It 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.
![Collective[i] Screenshot](/screenshots/collectivei.com.jpg)
Collective[i]
Collective[i] is an AI-powered platform that helps businesses optimize their sales processes through data-driven insights and automation. The platform leverages deep learning to automate tasks, improve decision-making, and enhance the overall buying experience. By utilizing AI technology, Collective[i] enables organizations to forecast sales, improve productivity, expand margins, and grow revenue. The platform offers applications such as Intelligent WriteBack™ for data cleansing and automation, C[i]™ for Sales for buyer-centric selling, and Intelligence.com® for supporting a community of business connectors. Collective[i] prioritizes enterprise-level security and privacy to ensure the confidentiality and integrity of client data.

AI SDK
The AI SDK is a free open-source library designed to empower developers to build AI-powered products. Developed by the creators of Next.js, it offers a unified Provider API that allows users to easily switch between AI providers by changing a single line of code. With features like generative UI, framework-agnostic compatibility, and streaming AI responses, the AI SDK simplifies the process of integrating AI capabilities into applications. Trusted by prominent builders like OpenAI and Hugging Face, the AI SDK has received praise for its ease of use, speed of development, and comprehensive documentation.