piwheels

ragmint

A modular framework for evaluating and optimizing RAG pipelines.

Installation

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

pip3 install ragmint

Dependencies

• faiss-cpu
• pytest
• matplotlib
• chromadb
• python-dotenv
• optuna
• tqdm
• langchain
• openai
• gradio
• langchain-text-splitters
• langchain-community
• sentence-transformers
• colorama
• scikit-learn
• numpy
• anthropic
• pyyaml
• google-generativeai
• pandas
• rank-bm25

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.4.3	2025-11-07
ragmint-0.4.3-py3-none-any.whl (47 KB)
0.4.2	2025-11-07
ragmint-0.4.2-py3-none-any.whl (43 KB)
0.4.1	2025-11-07
ragmint-0.4.1-py3-none-any.whl (42 KB)
0.4.0	2025-11-07
ragmint-0.4.0-py3-none-any.whl (41 KB)
0.3.1	2025-11-07
ragmint-0.3.1-py3-none-any.whl (40 KB)
0.3.0	2025-11-06
ragmint-0.3.0-py3-none-any.whl (31 KB)
0.2.3	2025-11-05
ragmint-0.2.3-py3-none-any.whl (28 KB)
0.2.2	2025-11-05
ragmint-0.2.2-py3-none-any.whl (21 KB)
0.2.1	2025-11-05
ragmint-0.2.1-py3-none-any.whl (21 KB)
0.2.0	2025-11-05
ragmint-0.2.0-py3-none-any.whl (23 KB)
0.1.1	2025-11-04
ragmint-0.1.1-py3-none-any.whl (17 KB)
0.1.0	2025-11-03
ragmint-0.1.0-py3-none-any.whl (15 KB)

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