Sasa Juratovic's repositories
ai-hub-gateway-landing-zone
Reference architecture that provides a set of guidelines and best practices for implementing a central AI API gateway to empower various line-of-business units in an organization to leverage Azure AI services
Azure-Cognitive-Search-Azure-OpenAI-Accelerator
Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure Search + Azure SQL + Azure Document Intelligence + LangChain + CosmosDB
autogen
A programming framework for agentic AI. Join our Discord: https://discord.gg/pAbnFJrkgZ
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Azure-OpenAI-demos
Azure OpenAI (demos, documentation, accelerators).
Azure-OpenAI-Insights
Workbook for Azure OpenAI service
azure-openai-llm-vector-langchain
"Awesome-LLM: a curated list of Azure OpenAI & Large Language Models" 🔎References to Azure OpenAI, 🦙Large Language Models, and related 🌌 services and 🎋libraries.
azure-rest-api-specs
The source for REST API specifications for Microsoft Azure.
azure-search-vector-samples
A repository of code samples for Vector search capabilities in Azure AI Search.
azure-sql-db-openai
Samples on how to use Azure SQL database with Azure OpenAI
azure-vector-database-samples
A collection of samples to demonstrate vector search capabilities using different Azure tools like Azure AI Search, PostgreSQL, Redis etc.
azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
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!
cosmos-db-design-patterns
A collection of design pattern samples for building applications and services with Azure Cosmos DB for NoSQL.
Form-Recognizer-Toolkit
Form Recognizer Toolkit (FRTK) provides a set of components and features to accelerate development based on Form Recognizer service.
gen-cv
Generative Computer Vision Solution Accelerator
hub-and-spoke-playground
A collection of BICEP/ARM templates that deploys on Azure a hub & spoke net topology aligned with Microsoft Enterprise scale landing zone ref architecture to use as playground for test and study. As bonus many scenarios with step-by-step solutions for studying and learning are also available
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.
llmops-promptflow-template
LLMOps with Prompt Flow is a "LLMOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.
llmops-workshop
Learn how to build solutions with Large Language Models.
multimodal-rag-code-execution
A multimodal Retrieval Augmented Generation with code execution capabilities. Process multiple complex documents with images, table, charts to distill insights or generate new documents.
openai
The repository for all Azure OpenAI Samples complementing the OpenAI cookbook.
openai-cookbook
Examples and guides for using the OpenAI API
rag-semantic-kernel-mongodb-vcore
A sample for implementing retrieval augmented generation using Azure Open AI to generate embeddings, Azure Cosmos DB for MongoDB vCore to perform vector search, and semantic kernel.
rag-with-phi-2-and-langchain
Retrieval Augmented Generation demo using Microsoft's phi-2 LLM and langchain
streamlit
Streamlit — A faster way to build and share data apps.
TaskWeaver
A code-first agent framework for seamlessly planning and executing data analytics tasks.