raggy

a Python library for scraping and document processing

installation

uv add raggy

add extras to load different document types:

uv add 'raggy[chroma]'     # ChromaDB support
uv add 'raggy[tpuf]'       # TurboPuffer support
uv add 'raggy[pdf]'        # PDF processing

read the docs

what is it?

a simple-to-use Python library for:

• scraping the web to produce rich documents
• putting these documents in vectorstores
• querying the vectorstores to find documents similar to a query

Tip

See this example to chat with any website, or this example to chat with any GitHub repo.

license

this project is licensed under the Apache 2.0 License - see the LICENSE file for details.

contributing

I welcome contributions! See the contributing guide for details.