Querying PDFs with PrivateGPT and Qdrant RAG

Ask questions about your PDFs using PrivateGPT + Qdrant vector search.

Commands

Command	Example
`pdf_ingest`	`pdf_ingest ~/Documents/resume.pdf`
`pdf_list`	List ingested documents
`pdf_ask`	`pdf_ask --doc resume.pdf "summarize skills"`

arka "ask Profile.pdf about main skills"
arka "summarize ENGLSH-2 weeks 1 to 3"

Requires PrivateGPT and Docker for Qdrant. Arka auto-starts services when PDF_RAG_AUTO_START=1.

PDF_RAG_URL=http://127.0.0.1:8080
PRIVATEGPT_HOME=~/Projects/private-gpt
PDF_RAG_AUTO_START=1

pip install "arka-agent[pdf]"
arka pdf status    # check PrivateGPT + Qdrant