Wolfram Tools for AI: Computational Intelligence Connections

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fill="#306bb0"/> </symbol> </g> <g id="_noscript-icons"> <symbol id="_noscript-warning" viewBox="0 0 28.21 25"> <path d="M27.91,21.7L16.01,1.1c-.84-1.47-2.96-1.47-3.81,0L.3,21.7c-.85,1.47,.21,3.3,1.9,3.3H26c1.69,0,2.75-1.83,1.91-3.3ZM15.75,7.44l-.46,9.42h-2.37l-.48-9.42h3.31Zm-1.65,14.25c-1.12,0-1.87-.81-1.87-1.89s.77-1.89,1.87-1.89,1.83,.79,1.85,1.89c0,1.08-.73,1.89-1.85,1.89Z" fill="#f47821"/> <polygon points="15.77 7.47 15.31 16.89 12.94 16.89 12.46 7.47 15.77 7.47" fill="#fff"/> <path d="M14.1,21.69c-1.12,0-1.87-.81-1.87-1.89s.77-1.89,1.87-1.89,1.83,.79,1.85,1.89c0,1.08-.73,1.89-1.85,1.89Z" fill="#fff"/> </symbol> </g> </svg> </div>  <main> <header id="hero"> <div id="banner-scooter" class="hide__900"><img src="img/banner.png"></div> <div class="feature-grid" id="hero-content"> <div class="feature-left"> <h1>WOLFRAM</h1> <div><h1><strong>TOOLS FOR AIs</strong></h1></div> <p><i>Providing computational intelligence superpowers for AIs</i></p> </div> </div> </header> <img class="hide show__900 mobile-header" src="img/spikey-circle.png"> <section id="intro"> <div id="intro-content"> <p class="sub-header"> Connect LLMs and other AI systems to powerful, accurate and current computation and knowledge—through both natural language and high-level computational language. </p> <p> Building on over three decades of delivering tools for human R&D, education, enterprise and consumer applications, Wolfram technology has long been a component of intelligent assistants and other AI systems. </p> <div class="button_box"> <div class="buttons"> <a class="button primary chevron-before rotate-90-cw" data-walid="AItools-APIsForAIs" href="#apis-for-ais">APIs for AIs</a> <a class="button primary chevron-before rotate-90-cw" data-walid="AItools-WolframAPICapabilities" href="#rtapis">Wolfram API Capabilities</a> <a class="button primary chevron-before rotate-90-cw" data-walid="AItools-TrainingData" href="#trainingdata">Training Data</a> <a class="button primary chevron-before rotate-90-cw" data-walid="AItools-ToolsForHumansMakingAIs" href="#making-ai">Tools for Humans Making AIs</a> <a class="button primary chevron-before rotate-90-cw" data-walid="AItools-Partners" href="#partners">Partners</a> </div> </div> </div> </section> <section id="assistant"> <div id="assistant-content"> <div class="feature"> <div class="feature-grid padding-t-0"> <div class="feature-left"> <h3>NEW! Wolfram Notebook Assistant + LLM Kit</h3> <p> Whether you're just getting started or you've been using Wolfram Language for decades, Wolfram Notebook Assistant will take you to a new level of productivity and effectiveness. Ask Wolfram Notebook Assistant anything—and see its startling ability to make anything and everything computable, using capabilities from every corner of Wolfram Language. </p> <ul> <li><a class="chevron-after" href=" /notebook-assistant-llm-kit/">Get Started</a></li> <li><a class="chevron-after" href="//wolfr.am/introducing-notebook-assistant">Read Stephen Wolfram's Analysis</a></li> </ul> <a class="card hide show__900" href="/notebook-assistant-llm-kit/"><img class="padding-b-0 padding-t-0" alt="" src="img/tools-for-ais-screenshot.png" width="478" height="382"></a> </div> <div class="feature-right hide__900"> <a class="card" href="/notebook-assistant-llm-kit/"><img alt="" src="img/tools-for-ais-screenshot.png" width="478" height="382"></a> </div> </div> </div> </div> </section> <section id="apis-for-ais"> <div id="courseware-content"> <div class="feature"> <h2>APIs FOR AIs</h2> <div class="apis"> <h3>Wolfram|Alpha API for LLMs</h3> <p>Wolfram|Alpha APIs have been used by leading intelligent assistants, websites, knowledge-based apps and other partners for more than a decade, answering billions of questions in hundreds of knowledge domains. The Wolfram|Alpha API for LLMs is now available, providing fast, reliable assistance with computational and fact-based tasks that large language models (LLMs) consistently struggle with. Designed to work off the shelf with leading LLMs and plugin and tool frameworks (ChatGPT, LangChain, etc.), the API for LLMs is designed to be directly called by LLMs—rather than end users—using simple, natural language queries and to return precise, trustworthy Wolfram|Alpha results in a format tailor-made for ingestion by LLMs.</p> <ul> <li><a class="chevron-after" href="https://products.wolframalpha.com/llm-api/documentation">Documentation</a></li> </ul> </div> <div class="apis"> <h3>Wolfram Language API for LLMs</h3> <p>For projects requiring more advanced computation and code execution, the Wolfram Language API for LLMs gives AI projects a direct link to Wolfram Cloud technology for evaluating Wolfram Language code and integrating sophisticated analyses and visualizations with LLM responses. The Wolfram Language API for LLMs has been optimized to recognize common coding errors and to autocorrect or suggest code improvements in its responses. With native support for functions related to mathematical computation, machine learning, graph and network analysis, image processing and much more, the Wolfram Language API allows LLM-based projects to immediately execute code for virtually any task in a single, unified environment that does not have dependencies on external libraries. API users also gain direct, programmatic access to the extensive computational data contained in the Wolfram Knowledgebase.</p> </div> </div> </div> </section> <section id="rtapis"> <div id="courseware-content"> <div class="feature"> <h2>Wolfram API Capabilities for AI<span class="lowercase">s</span></h2> <div class="feature-grid img-on-left"> <div class="feature-left"> <h3>Natural Language Input</h3> <p>The Wolfram Natural Language Understanding (NLU) System, used by leading intelligent assistants for over a decade, allows AI systems to retrieve precise, disambiguated data and perform complex calculations through simple natural language queries. This is the primary method of interacting with the Wolfram|Alpha API, understanding everything from simple English-language questions to imprecise mathematical expressions. Wolfram NLU also enables the Wolfram Language API for LLMs to interpret entity names, quantities, date and time specifications and many more plain-English inputs and automatically transform them into computable Wolfram Language objects.</p> <ul> <li><a class="chevron-after" href="/natural-language-understanding/">Natural Language Understanding</a></li> </ul> <img alt="A selection of interactive learning materials" class="hide show__900" src="img/rtapis-1.png"> </div> <div class="feature-right hide__900"> <img alt="A selection of interactive learning materials" src="img/rtapis-1.png"> </div> </div> <div class="feature-grid"> <div class="feature-left"> <h3>Optimized Results</h3> <p>For large language model (LLM) "fact injection" and other AI-related use cases, Wolfram APIs provide fast and accurate results in various forms. Wolfram|Alpha APIs can provide results as plain-English sentences, step-by-step computational explanations, concise facts, visualizations and more. Wolfram Language has built-in capabilities for creating and deploying custom APIs on the web and elsewhere, allowing even more flexibility in integrating Wolfram capabilities with custom AI projects.</p> <ul class="multi-col"> <li><a class="chevron-after" href="//products.wolframalpha.com/spoken-results-api/documentation/">Spoken Results</a></li> <li><a class="chevron-after" href="//products.wolframalpha.com/short-answers-api/documentation/">Short Answers</a></li> </ul> <ul class="multi-col"> <li><a class="chevron-after" href="//products.wolframalpha.com/show-steps-api/documentation/">Show Steps</a></li> <li><a class="chevron-after" href="//products.wolframalpha.com/api/">Wolfram|Alpha</a></li> </ul> <img alt="A selection of interactive learning materials" class="hide show__900" src="img/rtapis-2.png"> </div> <div class="feature-right hide__900"> <img alt="A selection of interactive learning materials" src="img/rtapis-2.png"> </div> </div> <div class="feature-grid img-on-left"> <div class="feature-left"> <h3>Plots</h3> <p>Both Wolfram|Alpha and Wolfram Language APIs enable AI systems to generate a wide variety of high-quality plots, graphics, maps, infographics and interactive visualizations. Wolfram|Alpha suggests useful visualizations to provide context for different inputs, while the Wolfram Language API grants access to all the visualization functions built into the language.</p> <ul class="multi-col"> <li><a class="chevron-after" href="/language/core-areas/visualization/">Visualizations</a></li> </ul> <ul class="multi-col"> <li><a class="chevron-after" href="/language/core-areas/geography/">Geography</a></li> </ul> <ul class="multi-col"> <li><a class="chevron-after" href="/language/core-areas/geometry/">Geometry</a></li> </ul> <img alt="A selection of interactive learning materials" class="hide show__900" src="img/rtapis-3.png"> </div> <div class="feature-right hide__900"> <img alt="A selection of interactive learning materials" src="img/rtapis-3.png"> </div> </div> <div class="feature-grid"> <div class="feature-left"> <h3>Algorithmic Computation</h3> <p>Both Wolfram|Alpha and Wolfram Language APIs offer LLMs access to thousands of reliable algorithms, covering numerical and symbolic mathematics, statistics, physics, computer science, cryptography, blockchains and more. Whether using natural language queries with the Wolfram|Alpha API or feeding code directly to the Wolfram Language API, LLMs can leverage these powerful computational capabilities.</p> <ul> <li><a class="chevron-after" href="//reference.wolfram.com/language/#SymbolicAndNumericComputation">Symbolic and Numeric Computation</a></li> <li><a class="chevron-after" href="//reference.wolfram.com/language/#HigherMathematicalComputation">Higher Mathematical Computation</a></li> <li><a class="chevron-after" href="//reference.wolfram.com/language/#GraphsAndNetworks">Graphs and Networks</a></li> <li><a class="chevron-after" href="//reference.wolfram.com/language/#StringsAndText">Strings and Text Computation</a></li> </ul> <img alt="A selection of interactive learning materials" class="hide show__900" src="img/rtapis-4.png"> </div> <div class="feature-right hide__900"> <img alt="A selection of interactive learning materials" src="img/rtapis-4.png"> </div> </div> <div class="feature-grid img-on-left"> <div class="feature-left"> <h3>Knowledge Computation</h3> <p>The Wolfram Knowledgebase, with trillions of data points across hundreds of domains, serves as a continuously updated resource for LLMs and other AI projects. Backed by unambiguous semantic representations of entities and property values—such as quantities, dates, time series, geo polygons and images—the Wolfram Knowledgebase integrates seamlessly with Wolfram Language and serves as the primary repository of facts for Wolfram|Alpha. This allows AI systems to easily access authoritative data and perform accurate computations about the real world.</p> <ul> <li><a class="chevron-after" href="/knowledgebase/">Wolfram Knowledgebase</a></li> </ul> <img alt="A selection of interactive learning materials" class="hide show__900" src="img/rtapis-5.png"> </div> <div class="feature-right hide__900"> <img alt="A selection of interactive learning materials" src="img/rtapis-5.png"> </div> </div> </div> </div> </section> <section id="trainingdata"> <div id="courseware-content"> <div class="feature"> <h2>Training Data</h2> <div class="feature-grid"> <div class="feature-left"> <h3>Computational Language Code</h3> <p>Train your AIs to write efficient, powerful and concise Wolfram Language programs by utilizing hundreds of thousands of human-annotated code examples.</p> <ul> <li><a class="chevron-after" href="//reference.wolfram.com/language/">Documentation</a></li> <li><a class="chevron-after" href="//resources.wolframcloud.com/FunctionRepository/">Function Repository</a></li> </ul> <img alt="A selection of interactive learning materials" class="hide show__900" src="img/trainingdata-1.png"> </div> <div class="feature-right hide__900"> <img alt="A selection of interactive learning materials" src="img/trainingdata-1.png"> </div> </div> <div class="feature-grid img-on-left"> <div class="feature-left"> <h3>Computational Essays</h3> <p>Educate your AI about backgrounds, techniques, computational representations and visualizations of thousands of applications, mechanisms, effects, algorithms, theorems, natural laws, ... from the natural sciences, mathematics, engineering, technology, business, art, finance, social sciences and more.</p> <ul class="multi-col"> <li><a class="chevron-after" href="//demonstrations.wolfram.com">Demonstrations</a></li> <li><a class="chevron-after" href="//functions.wolfram.com">Functions</a></li> </ul> <ul class="multi-col"> <li><a class="chevron-after" href="//www.wolframscience.com/nks/"><i>A New Kind of Science</i></a></li> <li><a class="chevron-after" href="//mathworld.wolfram.com">MathWorld</a></li> </ul> <img alt="A selection of interactive learning materials" class="hide show__900" src="img/trainingdata-2.png"> </div> <div class="feature-right hide__900"> <img alt="A selection of interactive learning materials" src="img/trainingdata-2.png"> </div> </div> <div class="feature-grid"> <div class="feature-left"> <h3>Natural Language</h3> <p>Turbocharge the mathematical skills of your AI with millions of natural language questions translated into precise computational Wolfram Language representations to have it ace AP exams and mathematical olympiads.</p> <ul> <li><a class="chevron-after" href="//www.wolframalpha.com/examples">Wolfram|Alpha Examples</a></li> </ul> <img alt="A selection of interactive learning materials" class="hide show__900" src="img/trainingdata-3.png"> </div> <div class="feature-right hide__900"> <img alt="A selection of interactive learning materials" src="img/trainingdata-3.png"> </div> </div> </div> </div> </section> <section id="lss"> <div id="courseware-content"> <div class="feature"> <h2>For Use in Large-Scale Systems, Ask Us About...</h2> <div class="feature-grid"> <div class="feature-left"> <img alt="A selection of interactive learning materials" src="img/lss-1.png"> <h3>Structured Computable Data Snapshot</h3> <p>For data that does not require related computation, snapshots of the Wolfram Knowledgebase may be made available for offline use. One-time or reoccurring deliveries can be arranged, from individual domains to near-complete snapshots of the non-computational parts of the Knowledgebase.</p> <ul> <li><a class="chevron-after" href="//www.wolfram.com/knowledgebase/">Wolfram Knowledgebase</a></li> </ul> </div> <div class="feature-left"> <img alt="A selection of interactive learning materials" src="img/lss-2.png"> <h3>Mathematical Data Snapshot</h3> <p>Train and fine-tune your AI or LLM with the world's most comprehensive collections of verified mathematical functions, identities, graphs, polyhedra, curves, surfaces and more, all available in precise semantic representations.</p> <ul> <li><a class="chevron-after" href="//reference.wolfram.com/language/guide/MathematicalData.html">Mathematical Data</a></li> <li><a class="chevron-after" href="//functions.wolfram.com">Functions</a></li> </ul> </div> </div> <div class="feature-grid full-size"> <div class="feature-left"> <h3>Mathematical Testing Data</h3> <p>Show off your LLM's math-PhD readiness on our forthcoming yearly AI symbolic mathematics competition. Test the calculus capabilities of your network on a unique test set of indefinite integrals especially created for LLMs by world-renowned integrator Oleg Marichev.</p> <ul> <li><a class="chevron-after" href="mailto:wolframtestingdata@wolfram.com">Sign up to get notified when Testing Data is available</a></li> </ul> </div> </div> </div> </div> </section> <section id="making-ai"> <div id="courseware-content"> <div class="feature"> <h2>Tools for Humans Making AI<span class="lowercase">s</span></h2> <p>Humans require access to cutting-edge frameworks to build advanced AI services. Wolfram technologies serve as a solid foundation for the development of sophisticated and reliable AI systems.</p> <div class="feature-grid img-on-left full-size"> <img alt="A selection of interactive learning materials" src="img/making-ai-1.png"> <div class="feature-left"> <h3>Wolfram Language</h3> <p>Wolfram Language is the world's only full-scale computational language—providing a computational representation for both real-world and abstract objects and processes, with broad built-in curated data, models, methods, algorithms and computational knowledge.</p> <ul> <li><a class="chevron-after" href="/language/">Wolfram Language</a></li> </ul> </div> </div> <div class="feature-grid img-on-left full-size"> <img alt="A selection of interactive learning materials" src="img/making-ai-2.png"> <div class="feature-left"> <h3>Machine Learning Framework</h3> <p>Wolfram Language offers fully automated and highly customizable machine learning functions to perform classification, regression, clustering and many other operations. Classical methods are complemented by powerful, symbolic deep-learning frameworks and specialized pipelines for diverse data types such as image, video, text and audio.</p> <ul> <li><a class="chevron-after" href="//www.wolfram-media.com/products/introduction-to-machine-learning/"><i>Introduction to Machine Learning</i></a></li> </ul> <ul> <li><a class="chevron-after" href="//www.wolfram.com/language/core-areas/machine-learning/">Machine Learning Core Area</a></li> </ul> <ul> <li><a class="chevron-after" href="//reference.wolfram.com/language/guide/MachineLearning.html">Machine Learning</a></li> </ul> </div> </div> <div class="feature-grid img-on-left full-size"> <img alt="A selection of interactive learning materials" src="img/making-ai-3.png"> <div class="feature-left"> <h3>Neural Net Repository</h3> <p>The Wolfram Neural Net Repository is a publicly accessible resource that contains a growing assortment of neural network models, both pre-trained and untrained. 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