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

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

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	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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