Creating a Retrieval-Augmented Generation Pipeline Using LLM Embeddings and Scikit-learn
Build a free local retrieval-augmented LLM pipeline with scikit-learn, embeddings, and Qwen2.5-0.5B, covering chunking, cosine retrieval, generation.
LLM embeddings
Scikit-LLM and Multilingual Embeddings for Multilingual Text Classification
This guide explains how to classify text in multiple languages without training an LLM. It uses multilingual embeddings to convert each document into a numeric vector, then applies Scikit-learn classi…