AI Factory Learning Center v1.3
Welcome to the AI Factory Learning Center — your central starting point for building with EDB Postgres® AI (EDB PG AI).
EDB PG AI enables Sovereign AI — using your data, in your databases and data center, to power intelligent applications and data products. The platform builds directly on Postgres with integrated vector search, Pipelines, Gen AI Builder, Knowledge Bases, and Model Serving.
Use this Learning Center to:
- Understand key concepts and architecture
- Follow step-by-step how-to guides
- Progress through structured learning paths
- Complete practical tutorials
- Explore solution patterns and real-world use cases
Quickstarts
Get productive fast with role-based guides:
- Developer quickstart — Build a customer service assistant
- Data Engineer quickstart — Stand up a RAG pipeline with Pipelines + Vector Engine
- Platform quickstart — Serve a private model with KServe and GPUs
Conceptual Explanations
Start here to understand the architecture, core components, and how EDB PG AI works:
- Explained Concepts
- AI Factory concepts overview
- Knowledge Bases
- Model Serving concepts
- Sovereign AI — Why Sovereign AI matters and how EDB PG AI enables trusted, governed AI on your data and infrastructure.
How-to Guides
Step-by-step guides for building with EDB PG AI:
Learning Paths
Structured learning paths — start here if you're new or want a guided journey:
Solutions
Reference architectures and solution patterns for enterprise needs:
- Solutions
- Example solution patterns:
- Gen AI-powered search portal
- Knowledge assistant with Retrieval Augmented Generation (RAG)
- Intelligent document processing pipeline
Use Cases
Explore real-world applications of EDB PG AI:
- Use Cases
- Enterprise knowledge assistant
- Intelligent automation in workflows
- AI-powered recommendations and search
Tip: If you're new to EDB PG AI, start with AI Factory 101.
You can also dive deeper into core capabilities:
This Learning Center evolves continuously — check back often for new guides, tutorials, and learning resources.
Start building intelligent applications and data products with EDB Postgres® AI today.
Getting Started - AI Factory 101
Start your AI Factory journey — learn the basics of building AI-powered applications with Assistants, Knowledge Bases, and Tools.
Building Production-Ready AI Features - AI Factory 201
Deepen your AI Factory skills — learn to manage complex Assistants, advanced data pipelines, and model serving.
Advanced AI Factory Usage and Extensibility - AI Factory 301
Master advanced AI Factory topics — build complex agentic Assistants, extend model serving, and design governance and observability at scale.
Explained
Deep dives into core concepts, architecture, and components of EDB PG AI to help you understand how to build intelligent applications on Postgres.
How-To Guides
How-To Guides for deploying, configuring, and operating AI Factory capabilities in Hybrid Manager or outside where applicable.
Learning Paths
Explore curated learning paths to master AI Factory — from getting started to advanced production deployments.
Solutions
See how AI Factory supports common industry scenarios and example solutions.
Use Cases
Explore common technical use cases for building Sovereign AI applications and solutions with AI Factory.