georgehu0815's repositories
bootcamp-vectordb-milvus
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
moderndataarchitectureonazure
Modern data architecture on Azure
aks-store-demo
Sample microservices app for AKS demos, tutorials, and experiments
app-service-baseline-implementation
A baseline implementation for running web applications on Azure App Service in a single region. It details guidance for designing a secure, zone-redundant, and highly available web application on Azure. The architecture exposes a public endpoint via Azure Application Gateway with WAF. It routes requests to Azure App Service through Private Link.
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.
Copilot-For-Security-data
Microsoft Copilot for Security is a generative AI-powered security solution that helps increase the efficiency and capabilities of defenders to improve security outcomes at machine speed and scale, while remaining compliant to responsible AI principles
DataCopilot
DataCopilot: An Open Data Platform for Era of AI
deeplearningwithpytorch-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
feast-workshop
A workshop with several modules to help learn Feast, an open-source feature store
Fooocus
Focus on prompting and generating
HuatuoGPT
HuatuoGPT, Towards Taming Language Models To Be a Doctor.
isaac_ros_object_detection
Hardware-accelerated, deep learned model support for object detection including DetectNet
ja3-zeek
JA3 is a standard for creating SSL client fingerprints in an easy to produce and shareable way.
langchain
⚡ Building applications with LLMs through composability ⚡
langchain-tutorials
Overview and tutorial of the LangChain Library
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
NeMoGenerativeAIframework
NeMo: a framework for generative AI
opencompass-llm
OpenCompass is an LLM evaluation platform, supporting a wide range of models (InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
panel
Panel: The powerful data exploration & web app framework for Python
polaris
The interoperable, open source catalog for Apache Iceberg
spline-lineage
Data Lineage Tracking And Visualization Solution
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
TaskWeaver
A code-first agent framework for seamlessly planning and executing data analytics tasks.
unitycatalog
Open, Multi-modal Catalog for Data & AI
unitycatalog-ui
Unity Catalog UI
usbrubberducky-payloads
The Official USB Rubber Ducky Payload Repository