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url: https://farach.github.io/foundryR/
template:
package: foundryR
bootstrap: 5
bootswatch: cosmo
light-switch: true
bslib:
primary: "#0078D4"
border-radius: 0.25rem
btn-border-radius: 0.25rem
includes:
in_header: |
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&family=JetBrains+Mono:wght@400;500&display=swap" rel="stylesheet">
assets: pkgdown
home:
title: foundryR - Tidy Interface to Azure AI Foundry
description: >
A tidy, API-first R interface to Microsoft Azure AI Foundry.
Build AI-powered applications with chat completions, embeddings,
content safety, and image generation - all returning tibbles.
sidebar:
structure: [links, license, community, citation, authors, dev]
components:
links:
title: Links
text: |
- [Azure AI Foundry](https://azure.microsoft.com/products/ai-foundry/)
- [Azure OpenAI Documentation](https://learn.microsoft.com/azure/ai-services/openai/)
- [Azure AI Content Safety](https://azure.microsoft.com/products/ai-services/ai-content-safety/)
navbar:
bg: primary
type: dark
structure:
left: [intro, reference, articles, news]
right: [search, lightswitch, github]
components:
intro:
text: Get Started
href: articles/getting-started.html
articles:
text: Articles
menu:
- text: "Core Functionality"
- text: Getting Started
href: articles/getting-started.html
- text: Text Embeddings
href: articles/embeddings.html
- text: "---"
- text: "Responsible AI"
- text: Content Safety
href: articles/content-safety.html
- text: "---"
- text: "Advanced Topics"
- text: Image Generation
href: articles/image-generation.html
- text: tidymodels Integration
href: articles/tidymodels.html
- text: "---"
- text: "Integrations"
- text: onet2r Integration
href: articles/onet2r-integration.html
github:
icon: fa-github
href: https://github.com/farach/foundryR
aria-label: GitHub repository
reference:
- title: Setup & Configuration
desc: >
Configure your Azure AI Foundry credentials and verify your setup.
These functions manage authentication for all API calls.
contents:
- foundry_check_setup
- foundry_set_key
- foundry_set_endpoint
- foundry_get_endpoint
- title: Chat Completions
desc: >
Interact with large language models like GPT-4, Claude, Llama, and more.
Send messages and receive AI-generated responses as tidy tibbles.
contents:
- foundry_chat
- title: Text Embeddings
desc: >
Generate vector embeddings for semantic search, clustering, and
machine learning. Includes batch processing and similarity computation.
contents:
- foundry_embed
- foundry_embed_batch
- foundry_similarity
- title: tidymodels Integration
desc: >
Seamlessly integrate text embeddings into your tidymodels workflows
using recipe steps.
contents:
- step_foundry_embed
- bake.step_foundry_embed
- prep.step_foundry_embed
- print.step_foundry_embed
- required_pkgs.step_foundry_embed
- title: Content Safety
desc: >
Azure AI Content Safety features for responsible AI deployment.
Moderate content, detect hallucinations, and protect against prompt injection.
contents:
- foundry_moderate
- foundry_groundedness
- foundry_shield
- foundry_set_content_safety_key
- foundry_set_content_safety_endpoint
- title: Image Generation
desc: >
Create images with DALL-E models. Generate, customize, and save
AI-generated artwork and visualizations.
contents:
- foundry_image
- foundry_save_image
- foundry_set_image_endpoint
- foundry_set_image_key
- title: Model Discovery
desc: >
Explore available model deployments in your Azure AI Foundry resource.
contents:
- foundry_models
articles:
- title: Core Functionality
navbar: ~
contents:
- getting-started
- embeddings
- title: Responsible AI
navbar: ~
contents:
- content-safety
- title: Advanced Topics
navbar: ~
contents:
- image-generation
- tidymodels
- title: Integrations
navbar: ~
contents:
- onet2r-integration
footer:
structure:
left: [package]
right: [built_with, azure]
components:
package: >
foundryR is developed by [Alex Farach](https://github.com/farach)
azure: >
Powered by [Azure AI Foundry](https://azure.microsoft.com/products/ai-foundry/)