Chat with your data - Solution accelerator (Python)
Chat with your data using OpenAI and AI Search with Python.
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Azure Functions Flex Consumption Samples
This repository contains starters, infrastructure as code, and end to end samples for Azure Functions Flex Consumption. Check out [the Azure documenta...
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Doc Intelligence-In-A-Box
The Doc Intelligence in-a-Box project leverages Azure AI Document Intelligence to extract data from PDF forms and store the data in a Azure Cosmos DB. This solution, part of the AI-in-a-Box framework by Microsoft Customer Engineers and Architects, ensures quality, efficiency, and rapid deployment of AI and ML solutions across various industries.
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Pytjon Azure Functions using OpenAI extension for OpenAI retrieval augmented generation with Azure AI Search
This repository contains a Python Azure Function using OpenAI trigger and bindings extension to highlight OpenAI retrieval augmented generation with Azure AI Search. The sample uses managed identity.
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Using FastAPI Framework with Azure Functions
This is a sample Azure Function app created with the FastAPI framework.
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Static React Web App + Functions with Python API and MongoDB on Azure
A complete ToDo app with Python FastAPI and Azure Cosmos API for MongoDB for storage. Uses Azure Developer CLI (azd) to build, deploy, and monitor
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ARM Templates for Function App Deployment
This repo contains currently available Azure Resource Manager templates for deploying Function App with recommended settings and best practices.
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Azure Functions Python HTTP Trigger using Azure Developer CLI
This repository contains an Azure Functions HTTP trigger quickstart written in Python and deployed to Azure Functions Flex Consumption using the Azure Developer CLI (azd). The sample uses managed identity and a virtual network to make sure deployment is secure by default. You can opt out of a VNet being used in the sample by setting SKIP_VNET to true in the parameters.
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Flex Consumption plan - Service Bus trigger using virtual network integration | Azure Functions
This end-to-end Python sample demonstrates the secure triggering of a Flex Consumption plan app from a Storage Bus instance secured in a virtual network.
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Azure Functions - LangChain with Azure OpenAI and ChatGPT (Python v2 Function)
Using human prompt with Python as HTTP Get or Post input, calculates the completions using chains of human input and templates.
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Azure Functions - Text Summarization using AI Cognitive Language Service (Python v2 Function)
This sample shows how to take text documents as a input via BlobTrigger, does Text Summarization & Sentiment Score processing using the AI Congnitive Language service, and then outputs to another text document using BlobOutput binding. Deploys to Flex Consumption hosting plan of Azure Functions.
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PID
This custom skill extracts specific product/equipment names from PI&D drawings.
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Getting the list of Resource Groups using Azure Functions
Getting the list of Resource Groups using Azure Functions and Azure Python SDK
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Using Flask Framework with Azure Functions
This is a sample Azure Function app created with the Flask framework.
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Using Azure OpenAI for automations with Azure Functions
Azure Function App integrating OpenAI libraries, designed to automate tasks and offer AI-driven solutions
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Azure IoT Edge Identity Translation Lite: Sample on implementing Identity Translation at the edge
This sample builds the required components to support the Idenity Translation pattern with Azure IoT Edge. The [Identity Translation Pattern](https://...
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Virtual Network Integration Recipes
This repository contains multiple sample recipes to help developers create Azure solutions which integrate with, or are isolated within, a virtual network.
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Sample: Load data from SQL using Python and Azure Functions
**How do I transfer data from Azure SQL Database in Python every day?**
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Azure Functions PyTorch ML multi-model image classification with Remote Build and Azure File integration
This sample and walk-through deploys a PyTorch image classification Python Azure Function app showing Remote Build and Azure Files integration
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Make machine learning predictions with PyTorch and Azure Functions
Predict ImageNet Classes with PyTorch and Azure Functions
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Image Classification using Tensorflow
This sample uses functions to classify an image from a pretrained Inception V3 model using tensorflow APIs.
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Time Series Forecasting using Autoregression Model
This sample uses functions to forecast temperatures based on a series of temperature data.
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Topic Classification using Latent Dirichlet Allocation
The sample uses a HttpTrigger to accept a dataset from a blob and performs a set of tasks.
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Data Cleaning Pipeline
This sample demonstrates a data cleaning pipeline with Azure Functions written in Python.
24 results