Smart academic search
Search peer-reviewed sources by topic, OECD field of science, or arXiv category. You stay in control of what gets included.
For educators · researchers · students
Build research-grade lectures from real academic papers
Aulect searches peer-reviewed articles, extracts their full text, and lets AI compose a structured lecture you can edit and download as a Word document — in minutes, not days.
Try climate policy, quantum cryptography, or generative AI in medicine.
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Everything you need to compose a lecture
From discovery to a polished, ready-to-teach Word document — all in one place.
Full-text extraction
Every PDF is parsed into clean, structured text via GROBID — tables, references, and metadata are filtered out so the AI works on the actual content.
AI composition
Multiple articles are merged into a single coherent lecture, preserving every key fact, name, and figure from the originals.
Word (.docx) export
One click downloads a Word document in Times New Roman 12pt with proper headings — drop it straight into your slides or syllabus.
Real-time progress
Watch each pipeline stage live: which articles are being scraped, classified, and merged — with a streaming progress bar.
Resume any failed run
If an article or LLM call fails, the pipeline checkpoints. Click resume and it picks up exactly from where it left off.
From query to lecture in three stages
A transparent pipeline. You see exactly what is happening at every step.
- Scrape. Search peer-reviewed sources for the most relevant articles on your topic. You pick the count (1–30).
- Classify. Each PDF is downloaded and parsed. Tables, references, and metadata are filtered out — only main text survives.
- Merge. An LLM condenses the corpus into one coherent lecture, preserving every key fact, name, and figure.
Built for the people who teach and learn
Teachers
Prep next week's lecture in an evening. Generate a first draft from the latest peer-reviewed sources, then edit in Word. Your time goes into pedagogy, not literature search.
Students
Build study guides from primary sources. Turn a topic into a structured summary backed by actual papers — perfect groundwork for term papers, presentations, and exam revision.
Researchers
Onboard new collaborators fast. Generate a quick literature briefing for any sub-topic and share it with new lab members instead of pointing them at a folder of PDFs.
Frequently asked questions
Where do the lectures come from?
Aulect searches peer-reviewed academic sources for articles on your topic, downloads and parses each PDF into clean structured text, and uses an LLM to merge them into a single coherent lecture — preserving facts, names, and figures from the originals.
What output do I get?
A ready-to-teach Word document (.docx) in Times New Roman 12pt with proper headings. You can edit it like any normal Word file, drop it into your slides, or hand it to students directly.
How many articles can I include in a single lecture?
You pick the count between 1 and 30 articles. Three is a good starting point for a focused topic — increase the count for broader coverage at the cost of a slightly longer pipeline run.
Do I need to install anything?
No. Aulect runs entirely in the browser. Sign in with Google, type a search topic, and download the resulting .docx — there is nothing to install.
Is Aulect free?
Yes — daily use is free with no credit card required. There is a daily quota on how many runs you can start; the limit resets at 00:00 UTC.
What happens if a run fails?
The pipeline checkpoints after every step. If an article download or LLM call fails, you can resume the run from where it left off — no need to start from scratch.