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Setup & Configuration

Configure your Azure AI Foundry credentials and verify your setup. These functions manage authentication for all API calls.

foundry_check_setup()
Check foundryR Setup
foundry_set_key()
Set Azure AI Foundry API Key
foundry_set_endpoint()
Set Azure AI Foundry Endpoint
foundry_get_endpoint()
Get Azure AI Foundry Endpoint

Chat Completions

Interact with large language models like GPT-4, Claude, Llama, and more. Send messages and receive AI-generated responses as tidy tibbles.

foundry_chat()
Chat with an Azure AI Model

Text Embeddings

Generate vector embeddings for semantic search, clustering, and machine learning. Includes batch processing and similarity computation.

foundry_embed()
Generate Text Embeddings
foundry_embed_batch()
Generate Text Embeddings in Parallel Batches
foundry_similarity()
Compute Cosine Similarity Between Embeddings

tidymodels Integration

Seamlessly integrate text embeddings into your tidymodels workflows using recipe steps.

step_foundry_embed() tidy(<step_foundry_embed>)
Foundry Embedding Recipe Step
bake(<step_foundry_embed>)
Apply the Foundry embedding step to new data
prep(<step_foundry_embed>)
Prepare the Foundry embedding step
print(<step_foundry_embed>)
Print method for step_foundry_embed
required_pkgs(<step_foundry_embed>)
Required packages for step_foundry_embed

Content Safety

Azure AI Content Safety features for responsible AI deployment. Moderate content, detect hallucinations, and protect against prompt injection.

foundry_moderate()
Moderate Text Content
foundry_groundedness()
Detect Groundedness of LLM Responses
foundry_shield()
Shield Prompt from Injection Attacks
foundry_set_content_safety_key()
Set Azure Content Safety API Key
foundry_set_content_safety_endpoint()
Set Azure Content Safety Endpoint

Image Generation

Create images with DALL-E models. Generate, customize, and save AI-generated artwork and visualizations.

foundry_image()
Generate Images with DALL-E
foundry_save_image()
Save Generated Image to File
foundry_set_image_endpoint()
Set Image Generation Endpoint
foundry_set_image_key()
Set Image Generation API Key

Model Discovery

Explore available model deployments in your Azure AI Foundry resource.

foundry_models()
List Available Models/Deployments