models web classification

web-classification

Overview

Description: The "Web Classification" is a model demonstrating multi-class classification with LLM. Given an url, it will classify the url into one web category with just a few shots, simple summarization and classification prompts. ### Inference samples Inference type|Python sample (Notebook)|CLI with YAML |--|--|--| Real time|deploy-promptflow-model-python-example|deploy-promptflow-model-cli-example Batch | N/A | N/A ### Sample inputs and outputs (for real-time inference) #### Sample input json { "inputs": { "url": "https://www.microsoft.com/en-us/store/collections/xboxseriessconsoles?icid=CNav_Xbox_Series_S" } } #### Sample output json { "outputs": { "category": "App", "evidence": "Both" } }

Version: 2

View in Studio: https://ml.azure.com/registries/azureml/models/web-classification/version/2

Properties

is-promptflow: True

azureml.promptflow.section: gallery

azureml.promptflow.type: standard

azureml.promptflow.name: Web Classification

azureml.promptflow.description: Create flows that use large language models to classify URLs into multiple categories.

inference-min-sku-spec: 2|0|14|28

inference-recommended-sku: Standard_DS3_v2