Aga's repositories
Azure-OpenAI-demos
Azure Open AI (demos, documentation, accelerators).
whisper
Robust Speech Recognition via Large-Scale Weak Supervision
whisper_streaming
Whisper realtime streaming for long speech-to-text transcription and translation
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
recommenders
Best Practices on Recommendation Systems
DocumentTranslation
Command Line tool and Windows application for document translation, a local interface to the Azure Document Translation service for Windows, macOS and Linux.
botframework-sdk
Bot Framework provides the most comprehensive experience for building conversation applications.
aoai-apim
Scaling AOAI using APIM, PTUs and TPMs
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
Awesome-LLM-Robotics
A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites
react-chat-components
Chat UI Components to build chat applications with PubNub on React with TypeScript support
counterfit
a CLI that provides a generic automation layer for assessing the security of ML models
chain-of-density
Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc. Takes a long text input and iteratively generates increasingly concise, entity-dense summaries using LLMs (default: OpenAI's GPT-4). Feedback and contributions welcome!
semantic-memory
Index and query any data using LLM and natural language, tracking sources and showing citations.
BotBuilder-Samples
Welcome to the Bot Framework samples repository. Here you will find task-focused samples in C#, JavaScript and TypeScript to help you get started with the Bot Framework SDK!
presidio
Context aware, pluggable and customizable data protection and de-identification SDK for text and images
azure-search-python-samples
Azure Search Python sample code
langchain
⚡ Building applications with LLMs through composability ⚡
azure-open-ai-embeddings-qna
A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3, GPT-3.5 or GPT-4 to extract the matching answer for the question.
promptfoo
Test your prompts. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality.
Flowise
Drag & drop UI to build your customized LLM flow
semantic-kernel-starters
Starter Projects for Semantic Kernel
Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.
chatpdf
Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions
cognitive-services-speech-sdk
Sample code for the Microsoft Cognitive Services Speech SDK
llm-course
Course with a roadmap and notebooks to get into Large Language Models (LLMs).