Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Examples and guides for using the OpenAI API

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…

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

A collection of examples that show how to use CrewAI framework to automate workflows.

Notebooks using the Hugging Face libraries 🤗

SoTA LLM for converting natural language questions to SQL queries

This repository is deprecated and will be archived

Practical course about Large Language Models.

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

👩🏻‍🍳 A collection of example notebooks using Haystack

✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.

Simulator of QUantum Network Communication (SeQUeNCe) is an open-source tool that allows the modeling of quantum networks including photonic network components, control protocols, and applications.

Implementing Ollama and Agents to create a blogging bot

Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAP…

Time Series Decomposition techniques and random forest algorithm on sales data

help kids learn python

Notebooks and material for Data Science lecture (2021) at BFH.

Explore the frontier of quantum computing with our Quantum K-Nearest Neighbors (q-KNN) implementation, using IBM's Qiskit framework. This repository offers a unique quantum approach to the classic …

Redis Vector Similarity Search

✨ Python Library for Intelligent Data Cleaning, Transformation, Charting, and Analysis with LLM