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This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 11,899 1,217 Updated Feb 2, 2025

Local-GenAI-Search is a generative search engine based on Llama 3, langchain and qdrant that answers questions based on your local files

Python 88 33 Updated Aug 19, 2024

Data science interview questions and answers

HTML 9,165 2,016 Updated Sep 5, 2024

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-ar…

4,577 589 Updated Jan 1, 2025

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

10,287 1,668 Updated Aug 31, 2023

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Jupyter Notebook 23,296 4,082 Updated Nov 12, 2024