Browser-based PPLLM Studio proof of concept

Explore the local-first workflow in the browser.

This lightweight browser prototype demonstrates PPLLM Studio's local-first workflow, including file preparation, chunking, optional encryption, Assistant interaction, and source transparency.

Launch browser demo View Windows version

PPLLM Studio Web

Responsible AI workflow simulator.

Ready for sample file

Private file selection

Use a sample classroom document.

Reviewers can explore the workflow with a built-in sample file. No real files are uploaded, read, or transmitted.

Selected file AI_Privacy_Classroom_Module.pdf

Sample educational source for evaluating privacy-first AI workflows.

18 pages PDF Local-only simulation
No upload No API key No model call No server processing

Processing pipeline

Convert source material into local evidence.

The browser demo mirrors the desktop app's conceptual pipeline: extraction, cleaning, chunking, optional encryption, and manifest creation.

Extract Readable text

Finds classroom text from the sample PDF.

Clean Normalized content

Removes duplicate spacing and prepares text for chunking.

Chunk Searchable evidence

Creates source units for retrieval and citation.

Protect Optional encryption

Represents local artifact protection.

Source-grounded Assistant

Ask a question about the sample document.

This browser prototype uses a simulated response to show how PPLLM Studio can answer questions while keeping source evidence visible.

Select a sample question to generate a source-grounded response.

Source transparency

See the sources behind the answer.

Source previews help learners check whether an AI answer is grounded in the material PPLLM Studio processed.