Generative AI Agents Features


Simple agent setup and deployment

Built for efficiency and scalability, the OCI Generative AI Agents platform provides a fully managed, cloud native solution for agent setup and deployment. It supports your workflows while maintaining the flexibility and control needed to create and customize agents for your business requirements.

Ready-to-use tools

The OCI Generative AI Agents platform comes with the tools that agents need to address common enterprise requirements:

  • Natural language SQL generation
    This natural language to SQL (NL2SQL) tool lets users interact with structured enterprise data by enabling data retrieval and analysis using natural language queries. Now enterprise users can get answers to their data-related questions.
  • Retrieval-augmented generation (RAG)
    Our RAG tool lets agents dynamically pull data from unstructured sources, improving response accuracy and contextual depth. By integrating RAG within an agent, your experts can provide users with easy access to relevant, high-quality information in real time.

Orchestration

Create and combine multiple tools and services to manage complex workflows and automate conversations.

A multi-turn chat experience

Enable dynamic, ongoing conversations between the agents and your users. Agents can carry out extended dialogues, offering a human-like, interactive experience.

Context retention

Agents remember context from previous conversations, allowing for personalized and consistent interactions that evolve as users employ the agents.

Performance tuning

Fine-tune agent behavior by providing instructions that guide how the agents should respond and perform in different situations.

Guardrails

Set up guardrails to help agents maintain safe and reliable interactions. Guardrails define boundaries for agents so they operate responsibly and respectfully, aligning with the needs of the business.

Human in the loop

Based on their design, agents can proactively ask for human confirmation and clarification during conversations, helping improve accuracy, and obtain action approvals as needed.

Scalability and security

Because it’s built on OCI, the platform is designed to scale with your business and offers strong security, reliability, and compliance.