LLM / RAG

Research Notes Conversion featured image

Research Notes Conversion

Make Word research notes searchable alongside papers, with paragraph references that help locate the original argument.

Journal Article Transcription featured image

Journal Article Transcription

Make article contents searchable with page references, while retaining a route back to figures, equations, and the original PDF.

AI Research Assistant featured image

AI Research Assistant

Find relevant papers, make their contents searchable, and look across them alongside personal research notes.

Academic Hub featured image

Academic Hub

A study workspace connecting handwritten notes, textbooks, source-linked answers, and reviewed study materials.

Source Indexer featured image

Source Indexer

Find relevant course documents and passages, with references that study tools can use and readers can inspect.

RAG Analysis featured image

RAG Analysis

Answer questions from course passages and keep references that help inspect the explanation and its sources.

Notes Post-Processing featured image

Notes Post-Processing

Find plausible-looking extraction errors by checking suspicious text against the original page image.

Notes Transcription Pipeline featured image

Notes Transcription Pipeline

Turn handwritten and typed course materials into searchable notes, preserving a path back to the original pages.

Marker PDF Conversion featured image

Marker PDF Conversion

Convert mathematical textbooks into searchable study material, with chapter structure, figure descriptions, and references back to the book.

Introducing Academic Hub featured image

Introducing Academic Hub

Connecting disparate course materials to inform a searchable knowledge base.

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Aaron Scherf
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