Pinned Repositories
aad-pod-identity
Assign Azure Active Directory Identities to Kubernetes applications.
aca-landing-zone-accelerator
The Azure Container Apps landing zone accelerator is an open-source collection of architectural guidance and reference implementation to accelerate deployment of Azure Container Apps at scale.
acg-k8s-dd
A Cloud Guru Kubernetes Deep Dive examples and source code
agent-openai-python-prompty
A creative writing multi-agent solution to help users write articles.
agent-python-openai-prompty-langchain
Function calling for vector database lookup based on user question
AI-102-AIEngineer
Lab files for AI-102 - AI Engineer
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
AI-Gateway
APIM ❤️ OpenAI - this repo contains a set of experiments on using Azure APIM with Azure OpenAI and other services
ai-rag-chat-evaluator
Tools for evaluation of RAG Chat Apps using Azure AI Evaluate SDK and OpenAI
developer-roadmap
Roadmap to becoming a web developer in 2018
bradcstevens's Repositories
bradcstevens/agent-openai-python-prompty
A creative writing multi-agent solution to help users write articles.
bradcstevens/agent-python-openai-prompty-langchain
Function calling for vector database lookup based on user question
bradcstevens/ai-rag-chat-evaluator
Tools for evaluation of RAG Chat Apps using Azure AI Evaluate SDK and OpenAI
bradcstevens/ai-studio-in-a-box
Simple Azure AI Studio setup following Microsoft's best practices for security and access management
bradcstevens/apim-genai-gateway-toolkit
A repo to accelerate development and testing of GenAI Gateways built with Azure API Management. Includes various capabilities as examples/starters.
bradcstevens/autogen
Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
bradcstevens/azure-openai-benchmark
Azure OpenAI benchmarking tool
bradcstevens/azure-openai-code-samples
bradcstevens/azure-openai-gpt-4-vision-pdf-extraction-sample
This sample demonstrates how to use GPT-4o with Vision to extract structured JSON data from PDF documents, such as invoices, using the Azure OpenAI Service.
bradcstevens/bootstrap
bradcstevens/contoso-chat
bradcstevens/contoso-chat-rag-aca
bradcstevens/edgar-crawler
The only open-source toolkit that can download EDGAR financial reports and extract textual data from specific item sections into nice and clean JSON files.
bradcstevens/evals
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
bradcstevens/FlexFlow
FlexFlow Serve: Low-Latency, High-Performance LLM Serving
bradcstevens/gpt-video-analysis-in-a-box
bradcstevens/graphrag-accelerator
One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure
bradcstevens/llm-app-stack
bradcstevens/LLMLingua
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.
bradcstevens/openai-chat-vision-quickstart
A demonstration of chatting with uploaded images using OpenAI vision models like gpt-4o.
bradcstevens/openai-cookbook
Examples and guides for using the OpenAI API
bradcstevens/OpenGPT-4o
OpenGPT 4o is a fee alternative to OpenAI GPT 4o
bradcstevens/pitchbook
bradcstevens/PowerApps-Samples
Sample code for Power Apps, including Dataverse, model-driven apps, canvas apps, Power Apps component framework, portals, and ai-builder.
bradcstevens/private-openai-with-apim-for-chargeback
Open AI with Private Endpoints behind APIM and functionality to get tokens consumption for each consumer
bradcstevens/rag-as-a-service-with-vision
This repository offers a Python framework for a retrieval-augmented generation (RAG) pipeline using text and images from MHTML documents, leveraging Azure AI and OpenAI services. It includes ingestion and enrichment flows, a RAG with Vision pipeline, and evaluation tools.
bradcstevens/RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
bradcstevens/sharepoint-to-blob-indexing
Automate indexing files and pages from SharePoint into Azure AI Search
bradcstevens/social-media-assistant-prompty
bradcstevens/summarization-openai-python-promptflow
This solution converts speech to text and then processes and summarizes the text based on the prompt scenario.