Document Loaders

ragway supports ingestion from common local and remote sources.

Supported types

PDF
Markdown
DOCX
Excel
HTML
Plain text
Web URLs
YouTube transcripts
Notion pages

Example

from ragway import RAG
import asyncio
 
rag = RAG.from_config("rag.yaml")
 
async def main() -> None:
    await rag.ingest("./data/docs/")
 
asyncio.run(main())

For mixed sources, run ingestion multiple times or point to a directory containing all files.

Rerankers Evaluation