thiswillbeyourgithub/wdoc

Summarize and query from a lot of heterogeneous documents. Any LLM provider, any filetype, advanced RAG, advanced summaries, scriptable, etc

60
/ 100
Established

This tool helps researchers, students, and professionals efficiently understand and get answers from many diverse documents. You provide a collection of files like PDFs, audio recordings, or web pages, and it produces concise summaries or direct, sourced answers to your questions. It's designed for anyone who needs to quickly extract precise information from a large, varied library of content.

510 stars. Available on PyPI.

Use this if you need to summarize or ask specific questions across thousands of documents in various formats and want reliable, sourced answers without manually sifting through each file.

Not ideal if you only work with a few simple text files and don't require advanced summarization or detailed, sourced query responses from a large, heterogeneous collection.

research-analysis information-retrieval document-management knowledge-synthesis academic-study
Maintenance 10 / 25
Adoption 10 / 25
Maturity 25 / 25
Community 15 / 25

How are scores calculated?

Stars

510

Forks

37

Language

Python

License

AGPL-3.0

Last pushed

Mar 08, 2026

Commits (30d)

0

Dependencies

49

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/rag/thiswillbeyourgithub/wdoc"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.