bmerkle

rag-data-openai-python-promptflow

A copilot sample that uses python to ground the copilot responses in company data.

azure-cli

Azure Command-Line Interface

AgenticCookBook

The “Agentic Cookbook for Generative AI Agent usage” is a comprehensive guide designed to empower users with the knowledge and tools to effectively implement and utilize Generative AI Agents within their workflows.

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

aie-book

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

generative-ai-for-beginners

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

llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

rag-data-openai-python-promptflow

A copilot sample that uses python to ground the copilot responses in company data.

twodaycourses

Two day courses on software engineering

generative-ai-for-beginners

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

bmerkle/azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

bmerkle/serverless-chat-langchainjs

Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure

bmerkle/contoso-chat

This sample has the full End2End process of creating RAG application with Prompt Flow and AI Studio. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.

bmerkle/rag-postgres-openai-python

A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.

bmerkle/RAG_Hack

Hack Together: RAG Hack | Register, Learn, Hack

bmerkle/validation-benchmarks

XBOW Validation Benchmarks

bmerkle/azure-openai-service-proxy

The Azure AI proxy service facilitates easy access to Azure AI resources for workshops and hackathons. It offers a Playground-like interface and supports Azure AI SDKs. Access is granted through a time-limited API key and endpoint.

bmerkle/LLMs-from-scratch

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

bmerkle/openai-cookbook

Examples and guides for using the OpenAI API

bmerkle/GPT-RAG

Sharing the learning along the way we been gathering to enable Azure OpenAI at enterprise scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

bmerkle/Deep-Live-Cam

real time face swap and one-click video deepfake with only a single image

bmerkle/rag-data-openai-python-promptflow

A copilot sample that uses python to ground the copilot responses in company data.

bmerkle/aitour-exploring-cutting-edge-models

bmerkle/deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

bmerkle/promptbuddy

Prompt Buddy is a free Microsoft Teams Power App using Dataverse for Teams. It is a space where your team can share their favourite AI prompts and upvote prompts from others. It is preloaded with Copilot categories but others can be added.

bmerkle/rag_with_rbac

LLM App using retrieval augmented generation (RAG) with role based access controls (RBAC) on your data.

bmerkle/sharepoint-indexing-azure-cognitive-search

Indexing Sharepoint Online Content to Azure Cognitive Search

bmerkle/som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

bmerkle/chatbot_for_data_knowledge

ChatBot for your company data knowledge with UI

bmerkle/openaisql

OpenAI SQL prompt engineering example

bmerkle/artifactory

dohq-artifactory: a Python client for Artifactory

bmerkle/artifactory-cleanup

Extended cleanup tool for JFrog Artifactory

bmerkle/beanmachine

A library that allows for inference on probabilistic models

bmerkle/llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

bmerkle/boost

Super-project for modularized Boost

bmerkle/spotbugs

SpotBugs is FindBugs' successor. A tool for static analysis to look for bugs in Java code.

bmerkle/mbeddr.core

The mbeddr core. An extensible C

bmerkle/mps-platform-docs

This website collects practical knowlege about MPS and platforms such as MPS-extensions and mbeddr.

bmerkle/mps-qa

Quality Assurance Tooling for Jetbrains' MPS

bmerkle/mps-gradle-plugin

Miscellaneous tasks that were found useful when building MPS-based projects with Gradle.