msabot

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

gorag

A simple Golang RAG package to store and recall vectors and text chunks from SQLite

speech-to-speech

Speech To Speech: an effort for an open-sourced and modular GPT4-o

OpenAI.FileSearch

OpenAI Tools File Search

sports

computer vision and sports

Samba

Official implementation of "Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling"

faker

Generate massive amounts of fake data in the browser and node.js

azure-iot-pcs-device-simulation

Azure IoT Device Simulations

mapshaper

Tools for editing Shapefile, GeoJSON, TopoJSON and CSV files

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

applied-ai-engineering-samples

This repository compiles code samples and notebooks demonstrating how to use Generative AI on Google Cloud Vertex AI.

adventureworks-viewer-ai

A demo application to showcase adding intelligence to an application with different levels of complexity.

generative-ai-for-beginners

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

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

python-web-apps

Teaching materials about Python Web Apps - slides and links to samples.

Image-Classification

image classification with fine tuning the BEiT vision transformer on CIFAR 10 dataset

Azure-Cognitive-Search-Azure-OpenAI-Accelerator

Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure AI Search + Azure SQL + Bing API + Azure Document Intelligence + LangChain + CosmosDB

supervision

We write your reusable computer vision tools. 💜

assistants-api-commander

An Assistants API playground

Expert-Python-Programming-Fourth-Edition

Expert Python Programming, Fourth Edition published by Packt

Form-Recognizer-Toolkit

Form Recognizer Toolkit (FRTK) provides a set of components and features to accelerate development based on Form Recognizer service.

localllm

llm-use-cases

Azure-OpenAI-demos

Azure OpenAI (demos, documentation, accelerators).

AI-in-a-Box

mlops-v2-workshop

NeMo-Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

TaskWeaver

A code-first agent framework for seamlessly planning and executing data analytics tasks.

mlops-v2

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

llm-course

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