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John Plummer's Projects

autogen icon autogen

Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ

axum icon axum

Ergonomic and modular web framework built with Tokio, Tower, and Hyper

azure-search-comparison-tool icon azure-search-comparison-tool

A demo app showcasing Vector Search using Azure AI Search, Azure OpenAI for text embeddings, and Azure AI Vision for image embeddings.

azure-search-openai-demo icon azure-search-openai-demo

Demonstration of how to leverage Azure OpenAI and Cognitive Search to enable Information Search and Discovery over organizational content

azureml-examples icon azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

azureml-inference-server icon azureml-inference-server

The AzureML Inference Server is a python package that allows user to easily expose machine learning models as HTTP Endpoints. The server is included by default in AzureML's pre-built docker images for inference.

azurespeechreactsample icon azurespeechreactsample

This sample shows how to integrate the Azure Speech service into a sample React application. This sample shows design pattern examples for authentication token exchange and management, as well as capturing audio from a microphone or file for speech-to-text conversions.

chat-with-your-data-solution-accelerator icon chat-with-your-data-solution-accelerator

A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes most common requirements and best practices.

cognitive-search-vector-pr icon cognitive-search-vector-pr

The official private preview documentation and code samples for the Vector search feature in Azure Cognitive Search.

intelligent-app-workshop icon intelligent-app-workshop

Immersive workshop showcasing the remarkable potential of integrating SoTA foundation models to enhance user experiences and streamline backend workflows. Leverages Semantic Kernel and Azure primitives to offer an engaging and comprehensive introduction to AI-infused app development and deployment

llm-attacks icon llm-attacks

Universal and Transferable Attacks on Aligned Language Models

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