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contains tutorials and codes regarding an implementation of NER module in spark-nlp-for-healthcare-NER
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Turning AML compute into Ray cluster
Smart load balancing for Azure OpenAI endpoints
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.
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, P…
Dbdemos notebook source as packaged in dbdemos toolkit
Sharing the learning along the way we been gathering to enable Azure OpenAI at enterprise scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using …
Tools for easing the handoff between AI/ML and App/SRE teams.
Deploy APIM. Auto-configure it to work with your Azure Open AI.
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.
Automatic Generation of Visualizations and Infographics using Large Language Models
Sample code for a simple web chat experience through Azure OpenAI, including Azure OpenAI On Your Data.
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
OpenTelemetry Demo with Azure Databricks and Azure Monitor
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
Python tool to turn SQL Database Schemas into ChatGPT Prompts
Using OpenAI with Databricks SQL for queries in natural language
This repo is a collection of tools to deploy, manage and operate a Databricks based Lakehouse.
12 Weeks, 24 Lessons, AI for All!
This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.
Data API builder provides modern REST and GraphQL endpoints to your Azure Databases and on-prem stores.