Introduction to Agent Factory

Oracle AI Database Private Agent Factory (Agent Factory) is a no-code platform that allows both business users and engineers to quickly build, test, and deploy intelligent agents without writing any code. The platform enables organizations to safely connect to enterprise data and tools, and then deploy smart assistants in minutes with enterprise-grade security, performance, and governance using:

The Private AI Services Container provides secure and private local AI infrastructure that can run in a customer’s data center and in air gapped environments. The container enables database offloading for vector creation. This containerized web service provides secure REST APIs using the OpenAI API and works with OpenAI SDK clients.

The application ships with two pre-built agents - Knowledge Agent and Data Analysis Agent, along with a curated collection of pre-built agentic templates to help you get started quickly with intelligent automation.

No‑code Agent Builder and AI Workflow Automation

Now anyone can rapidly design, prototype, and deploy powerful AI agents, no engineering background required. With its intuitive drag-and-drop interface and visual abstraction, Agent Builder enables seamless integration of AI and automation, easy connectivity with enterprise systems, and quick custom agent creation using reusable templates.

Whether you need simple workflows, enhanced agents leveraging custom and built-in tools, advanced custom-component agents built in Python, or complex multi-agent orchestrations, Agent Builder provides the flexibility and capability to meet diverse business needs, making AI accessible and actionable for all.

Knowledge Based AI Agents

Connect SharePoint, websites, file systems, and OCI Object Storage, then ground answers with Oracle AI Vector Search for accurate, traceable responses from approved sources.

Data Analysis Agents

A powerful new tool designed to seamlessly interact with your enterprise databases, intelligently understand table / view structures, and automatically extract valuable semantic insights using advanced LLM capabilities.

The Data Analysis Agent offers features such as context-aware question generation through variation analysis, LLM-powered explanations for complex data, and automatic visualization generation to make insights easy to understand and actionable. With out-of-the-box integration for Oracle Database 19c and above, you can connect instantly and unlock deeper, faster data-driven decision making across your organization.

Models and interoperability

Choose your model (OCI GenAI, Llama, OpenAI, Cohere, Grok, Ollama, vLLM) and import/export with Agent Spec to reuse LangGraph, AutoGen, or CrewAI work.

Security and governance

Protect access with SSO and role management, enforce prompt guardrails, and ensure grounded, source‑linked responses with built‑in evaluation before production.