Azure Bicep/ARM template to quickly deploy standalone secure research environments following the architecture published at https://docs.microsoft.com/azure/architecture/example-scenario/ai/secure-c…

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

A blazing fast inference solution for text embeddings models

The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.

MLOps for PromptFlow SDK

A data discovery and manipulation toolset for unstructured data

A Visualization Tool for Image-based Machine Learning Projects - Great for object-detection and image classification projects

Knowledge Extraction For Forms Accelerators & Examples

Natural Language Processing Best Practices & Examples

An accelerator to help organizations build Trusted Research Environments on Azure.

Contains the Azure Media Services Video Indexer samples

Data augmentation for NLP

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding a…

A collection of useful functions to be deployed as custom skills for Azure Cognitive Search

Best Practices on Recommendation Systems

Demonstration of using the Azure Video Indexer REST API in Python

Covid-19 Search App

BoxDetect is a Python package based on OpenCV which allows you to easily detect rectangular shapes like character or checkbox boxes on scanned forms.

GPT-3: Language Models are Few-Shot Learners

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Ever wanted to find checkboxes in a document? Of course you have!

MLOps examples

Context aware, pluggable and customizable data protection and de-identification SDK for text and images

An end-to-end Recommendation System built on Azure Databricks

An interactive CLI for browsing Azure, inspired by http://resources.azure.com/

Automated training pipeline for the Azure Speech Service.

Unofficial CLI tool for Microsoft Azure Speech service management - datasets, models, tests, endpoints etc. Useful for automation.