21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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…

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

AirLLM 70B inference with single 4GB GPU

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open sourced AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SL…

PraisonAI application combines AutoGen and CrewAI or similar frameworks into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and effici…

A colab gradio web UI for running Large Language Models

Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.

Fully dockerized Data Warehouse (DWH) using Airflow, dbt, PostgreSQL and dashboard using redash