Turn PDFs and textbooks into interactive courses
Hassan's agent parses source documents, plans lesson structure via tool calls, picks interactive components, and a Lesson Reviewer agent checks the final course.
What they did
The agent receives a PDF or textbook and parses it, keeping small files in context or embedding larger ones. It plans lesson structure using provided examples, then uses tool calls to select and populate pre-built components such as Q&A or flowcharts with generated content and parameters. The output passes to a separate Lesson Reviewer agent for verification against the source before final creation.
How it went
A working demo generated one course in 2 minutes at 10 cents on Together Compute open-source models; the full free open-source app is now live.
Worth knowing
Generation cost 10 cents and took 2 minutes in the reported demo.
Labels
Hassan's agent parses source documents, plans lesson structure via tool calls, picks interactive components, and a Lesson Reviewer agent checks the final course.
The agent receives a PDF or textbook and parses it, keeping small files in context or embedding larger ones. It plans lesson structure using provided examples, then uses tool calls to select and populate pre-built components such as Q&A or flowcharts with generated content and parameters.
the full free open-source app is now live.
The “Material” label failed its quality check and is not used for selection.
Details
- Agents
- custom-built or unnamed agent
- Source
- X
- Source date
- Oct 23, 2025
- Accounts
- 1
- In registry since
- Oct 12, 2026