OCI AI Agent Platform

Oracle Cloud Infrastructure (OCI) AI Agent Platform provides a managed, cloud native solution that lets businesses build, deploy, and manage AI agents. Through large language models (LLMs), the created agents can support interactions with customers, automate workflows, and help solve business problems.

• 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.
• Retrieval-augmented generation (RAG) - Oracle's RAG tool lets agents dynamically pull data from unstructured sources, improving response accuracy and contextual depth.

Features:

• Orchestration - Create and combine multiple tools and services to manage complex workflows and automate conversations.
• A multi-turn chat experience - Dynamic, ongoing conversations between the agents and 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 and offers that platform's level of security, reliability, and compliance.