piwheels

pirag

CLI Projects of On-Premise RAG. You can use your own LLM and vector DB. Or just add remote LLM servers and vector DB.

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install pirag

Dependencies

• dynaconf
• fastapi
• loguru
• ragas
• pytest
• uvicorn
• pymilvus

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Files
0.2.2	2025-05-06
0.2.0	2025-05-04
pirag-0.2.0-py3-none-any.whl (14 KB)
0.1.7	2025-04-20
pirag-0.1.7-py3-none-any.whl (12 KB)
0.1.6	2025-04-19
pirag-0.1.6-py3-none-any.whl (12 KB)
0.1.5	2025-04-19
pirag-0.1.5-py3-none-any.whl (12 KB)
0.1.2	2025-04-19
pirag-0.1.2-py3-none-any.whl (12 KB)
0.1.1	2025-04-19
pirag-0.1.1-py3-none-any.whl (12 KB)
0.1.0	2025-04-19
pirag-0.1.0-py3-none-any.whl (8 KB)

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