Generative AI

What is Generative AI?

Generative AI refers to artificial intelligence models that create new content, such as text, images, or audio, by learning patterns from existing data.

Plain (Foundational Model Access)

Direct

• Access to Generative AI Models

Orchestrated

• Prompt Templating
• Data Masking
• Content Filtering

RAG (Retrieval Augmented Generation)

General

• Document Grounding
• Vector RAG vs Graph RAG

Vector Database

• Vector-based RAG (1/2) Embedding
• Vector-based RAG (2/2) Query Pipeline

Knowledge Graph

• Graph-based RAG (1/2) KG Creation
• Graph-based RAG (2/2) KG Query Pipeline