hthiel

hthiel's Stars

• microsoft/promptflow

  Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

  Language:Python9.6k101607886

• Azure-Samples/azure-search-openai-demo

  A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

  Language:Python6.4k2321.1k4.3k

• neo4j/NaLLM

  Repository for the NaLLM project

  Language:TypeScript1.3k5423254

• Azure-Samples/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.

  Language:Python883220324456

• databrickslabs/dbldatagen

  Generate relevant synthetic data quickly for your projects. The Databricks Labs synthetic data generator (aka `dbldatagen`) may be used to generate large simulated / synthetic data sets for test, POCs, and other uses in Databricks environments including in Delta Live Tables pipelines

  Language:Python372157662

• microsoft/genaiops-promptflow-template

  GenAIOps with Prompt Flow is a "GenAIOps 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.

  Language:Python2812234248

• Azure-Samples/semantic-kernel-rag-chat

  Tutorial for ChatGPT + Enterprise Data with Semantic Kernel, OpenAI, and Azure Cognitive Search

  Language:C#1532732

• Azure-Samples/openai-end-to-end-baseline

  This repo contains the reference implementation for the Microsoft Learn Azure OpenAI end to end chat baseline.

  Language:Bicep114161053

• fbaptiste/pydantic-essentials

  Companion Repository for my Pydantic: Essentials Course

  Language:Jupyter Notebook851138

• microsoft/promptflow-rag-project-template

  An end-to-end sample of RAG showcasing development, evaluation, experimentation, and deployment using Promptflow, search products like CosmosDB, PostgresSQL, and Azure AI Search

  Language:Jupyter Notebook456411

• Azure-Samples/openai-chat-backend-fastapi

  A backend for a chat application written in Python FastAPI framework

  Language:Bicep4097116

• Azure-Samples/assistant-data-openai-python-promptflow

  Assistant API to chat with tabular data and perform analytics in natural language.

  Language:Bicep39162620

• Azure-Samples/aks-openai-chainlit-terraform

  This sample shows how to create two AKS-hosted chat applications that use OpenAI, LangChain, ChromaDB, and Chainlit using Python and deploy them to an AKS environment built in Terraform.

  Language:HCL3618113

• Azure-Samples/openai-chat-app-entra-auth-builtin

  A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps with the Azure Developer CLI.

  Language:Python3388515

• microsoft/mlops-promptflow-prompt

  MLOps for PromptFlow SDK

  Language:Python325k482

• Azure-Samples/ai-chat-protocol

  A description of the HTTP protocol used by multiple Azure AI chat solutions.

  311436

• Azure-Samples/aks-openai

  This article shows how to deploy an Azure Kubernetes Service(AKS) cluster and Azure OpenAI Service via Bicep and how to deploy a Python chatbot that authenticates against Azure OpenAI using Azure AD workload identity and calls the Chat Completion API of a ChatGPT model.

  Language:Bicep2913212

• Azure-Samples/summarization-openai-python-promptflow

  This solution converts speech to text and then processes and summarizes the text based on the prompt scenario.

  Language:Bicep25151722

• Azure-Samples/azure-sql-db-chatbot

  Implement a RAG solution and call OpenAI right from Azure SQL DB to ask questions about your data

  Language:TSQL2112012

• Azure-Samples/openai-chat-app-entra-auth-local

  A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps with the Azure Developer CLI.

  Language:Bicep1584714

• Azure-Samples/aspire-semantic-kernel-basic-chat-app

  Language:C#91117

• Azure-Samples/chat-with-your-api-from-promptflow

  A sample flow that provides a natural language interface to existing API operations

  Language:Python41102

• Azure-Samples/openai-chat-your-own-data

  An infrastructure template that provisions the required Azure resources for a simple RAG AI solution.

  Language:Bicep4100

• Azure-Samples/python-nltosql

  A simple Natural Language to SQL LLM App for demo and prototipation. Covers both Text-to-SQL and Chat with your SQL Data cases.

  Language:Python4610