piwheels

nbedr

nBedR - RAG Embedding Toolkit - Tools for creating and managing embedding databases for Retrieval Augmented Generation

Installation

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

pip3 install nbedr

Dependencies

• scikit-learn
• numpy
• pydantic
• python-pptx
• faiss-cpu
• langchain-text-splitters
• pinecone-client
• sentence-transformers
• langchain-openai
• openai
• pdfplumber
• python-dotenv
• pyarrow
• tqdm
• tiktoken
• pandas
• chromadb

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Files
1.4.1	2025-07-03
nbedr-1.4.1-py3-none-any.whl (126 KB)
1.4.0	2025-06-21
nbedr-1.4.0-py3-none-any.whl (127 KB)

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