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Converting OpenStax Textbooks for LLM Applications - Chemistry Education Example

Wolfram via YouTube

Overview

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Learn how to transform OpenStax textbooks from their native CNXML format into LLM-compatible formats through a 40-minute technical presentation from Wolfram. Explore the process of using Wolfram Language to parse and process approximately 50 open source textbooks into various forms optimized for LLM applications, including Chatbooks, LLMTools, SemanticSearchIndices, APIFunctions, VectorDatabases, and RAG (Retrieval Augmented Generation) educational endpoints. Discover a practical demonstration using a paclet with user interface and backend Wolfram Language functions, specifically showcasing implementations with OpenStax Chemistry textbooks.

Syllabus

Converting OpenStax Textbooks for Use by LLMs, with an Example Application to Chemistry Education

Taught by

Wolfram

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