The Wolfram Way Hybrid AI: Go beyond the Generative
Wolfram combines deliberate computation with generative intelligence, including large language models (LLMs), to achieve reliable AI for everyone, from ready-to-use products to tools for developers and expert consulting solutions.
Enhance your AI with Wolfram deployment
Wolfram|Alpha API for LLMs
Inject facts and reliability into your LLM or chat product with the computational power of Wolfram|Alpha.
![An example Wolfram|Alpha API request and response alongside a graphical interface of the interaction](img/deploy-wolfram-alpha-api-llm.png)
Wolfram|Alpha Deployment
For high throughput, custom solutions or private enterprise needs, the Wolfram|Alpha system is available inside your infrastructure or on the cloud, custom sized and optimized to your requirements.
![A diagram of a typical Wolfram|Alpha deployment structure](img/deploy-wolfram-alpha.png)
Wolfram Language API for LLMs
Give your LLM a direct link to Wolfram Cloud technology for evaluating Wolfram Language code, integrating sophisticated analyses and visualizations, and accessing factual information from the Wolfram Knowledgebase.
![An example of an LLM retrieving data from the Wolfram Language API](img/deploy-language-api-llm.png)
Develop directly with Wolfram
The Wolfram desktop application provides the ideal entry point to using the full capabilities of the Wolfram technology stack, whether you want to build from the ground up or use available resources. It is the universal desktop application for Wolfram Language products, including Wolfram|One, Mathematica, Wolfram|Alpha Notebook Edition and Wolfram Finance Platform, as well as all AI-related functionality and repositories available in Wolfram Language.
Built-in Access to the Machine Learning Framework
From production-grade classic machine learning to modern AI, with deep integration with statistical analysis, visualization, image processing and more to build intelligent systems.
![A desktop and mobile device running Wolfram applications](img/develop-wolfram-app.png)
Built-in Access to Chat Notebooks
The power of Wolfram Notebooks, now with chat. Chat Notebooks enable access to your preferred language model through a seamlessly integrated chat interface. Get help with your Wolfram Language code, workflows and general natural language queries.
![An example of a Chat Notebook alongside a grid of examples](img/develop-chat-notebooks.png)
Neural Net Repository
Instant access to a collection of pre-trained neural net models ready to plug into your computational workflows.
![A screenshot of the Neural Net Repository landing screen](img/develop-neural-net-repo.png)
![A screenshot of the LLM Tool Repository landing screen](img/develop-llm-tool-repo.png)
LLM Prompt Repository
A curated collection of prompts ready to use in your Chat Notebooks.
![A cropped screenshot of the LLM Prompt Repository landing screen](img/develop-llm-prompt-repo.png)
Ready-to-use computational AI products
Wolfram|Alpha
The leader in reliable AI since 2009. Use deliberate computation underpinned by factual data to analyze and visualize expert-level answers on a wide variety of topics. Access directly through the website or via an API.
![An example of Wolfram|Alpha producing a plot from a mathematical function](img/use-wolfram-alpha.png)
Wolfram GPT
ChatGPT users can choose Wolfram GPT to access powerful computation, accurate math, curated knowledge, real-time data and visualization through Wolfram|Alpha and Wolfram Language.
![An example of a Wolfram GPT output](img/use-wolfram-gpt.png)
Symbolic data representation
Wolfram Data Framework
The Wolfram Data Framework provides a standardized way to represent data about the real world in computable form. Standardize your own data with the structure that underpins the Wolfram Knowledgebase and the Wolfram Data Repository and give your AI access to factual, computable information across thousands of domains.
![A range representing data structure, going from data stored in digital form to a fully computable structure](img/data-wolfram-data-framework.png)
Wolfram Knowledgebase
Using the Wolfram technology stack gives you instant access to a collection of carefully curated data across hundreds of essential domains, seamlessly integrated with the entire Wolfram Language.
![A list of Wolfram Language entities](img/data-wolfram-knowledgebase.png)
Wolfram Data Repository
The Wolfram Data Repository is a public resource that hosts an expanding collection of computable datasets, curated and structured to be suitable for immediate use in computation, visualization, analysis and more.
![A screenshot of the Wolfram Data Repository landing screen](img/data-wolfram-data-repo.png)
AI Wolfram Language code assistance
Code Assistant and CodeWriter Personas
Use custom AI personas to get assistance with your Wolfram Language code.
![An interaction between a user and a code assistant LLM](img/assistance-code-writer.png)
LLM Benchmarking Project
With many external services supported, Wolfram has been benchmarking LLMs on their ability to generate syntactically correct and functional Wolfram Language code. These rankings are updated periodically to ensure that Wolfram users have the latest information available when choosing external services.
![A screenshot of the LLM Benchmarking Project landing screen](img/assistance-llm-benchmarking-project.png)
Wolfram and EdTech
Wolfram EdTech
Uniquely integrating chat and LLM technology with comprehensive STEM computation and real-world computable data for all school subjects—enabling new levels of learning engagement, automation for assessment and richness of courseware at low cost.
![Educators and learners using cloud technology](img/edtech-wolfram-edtech.png)
Quezzio
A platform that can be used to expand assessment questions beyond the textbook material, create more engaging content by including embedded figures and typeset mathematical expressions and offer precise grading for all types of assessments.
![An image of the Quezzio dashboard alongside different functionalities of the platform](img/edtech-wolfram-ele.png)
Computer-Based Maths
Computer-Based Maths is a new subject that starts from mathematics in the real world and works back to redefine the educational subject to match. A crucial change is to have computer-based (rather than human-powered) computation at its heart—redefining mathematics as the anchor subject for computational thinking across all subjects, centered on real-life problem solving, not historical hand-calculating techniques.
![A screenshot of the Computer-Based Maths teaching platform](img/edtech-computer-based-maths.png)
Learn how Wolfram Consulting can help your organization
Wolfram Consulting Group draws on computational expertise to help your organization navigate modern AI and develop a strategy that gives you a competitive advantage. Our consulting teams help you select the right LLM provider, work with your domain experts to create quick proof-of-concept applications and deliver LLM solutions deployed on premises or in the cloud.
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