Free download
PDF Summarizer
Freeemail required
Working code + OSS-swap guide + sample inputs and outputs. Same delivery as the paid wrappers — just $0.
FOR DEVELOPERS
FREE · EMAIL TO DOWNLOADPython
PDF Summarizer: upload PDF → 3-line TL;DR + 5 takeaways + read-time saved
Upload a PDF, get a 3-line TL;DR, 5 concrete takeaways, and an estimate of minutes saved. Handles long docs via a chunk-then-meta-summarize pipeline.
Stack: Python / FastAPI·OSS difficulty: moderate·Email to download
Try it now
Live demo, in your browser.
Test the wrapper before you download. The free demo routes through qwen2.5:3b on our VPS (free, slower). Want to test with your own Claude, OpenAI, or Ollama URL? Use the bring-your-own-model panel below the demo. The download lets you swap providers freely.
Output will appear here after you run the demo.
What is in the ZIP
Code, guide, samples. Enough to ship in 30 minutes.
- →Python + FastAPI, POST /api/summarize accepts a multipart PDF upload
- →pypdf parser with pdfplumber fallback for stubborn PDFs
- →Long-doc pipeline: chunk to ~6K tokens each, summarize each, then meta-summarize the summaries
- →Vanilla HTML/JS frontend, dark theme, big blue reading-time-saved badge
- →Ships with a generator script that produces a 2-page sample memo PDF
- →Swap-in guide: Claude Haiku 4.5 to Ollama Llama 3.1 8B in 4 env-var lines
- →Layman-language guide on the OSS swap (no jargon, no assumed expertise)
- →README with copy-paste setup commands
- →Sample inputs and reference outputs
Adding it takes about 30 minutes
1
Enter your email.
Free wrapper. Email confirms the download link, no account.
2
Download the ZIP.
Working Python app, README, sample inputs, reference outputs, the OSS-swap guide.
3
Run it locally in 30 minutes.
Follow the README. Ships with the Claude path wired. Swap to Llama whenever you want free.