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

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

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.4.12	2025-11-21
ragmint-0.4.12-py3-none-any.whl (55 KB)
0.4.11	2025-11-21
ragmint-0.4.11-py3-none-any.whl (55 KB)
0.4.10	2025-11-20
ragmint-0.4.10-py3-none-any.whl (55 KB)
0.4.9	2025-11-15
ragmint-0.4.9-py3-none-any.whl (55 KB)
0.4.8	2025-11-15
ragmint-0.4.8-py3-none-any.whl (55 KB)
0.4.7	2025-11-10
ragmint-0.4.7-py3-none-any.whl (54 KB)
0.4.6	2025-11-10
ragmint-0.4.6-py3-none-any.whl (54 KB)
0.4.5	2025-11-10
ragmint-0.4.5-py3-none-any.whl (54 KB)
0.4.4	2025-11-09
ragmint-0.4.4-py3-none-any.whl (49 KB)
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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