RavenDB, a multi-model NoSQL document database trusted by developers and enterprises worldwide, is introducing its AI Agent Creator, a first-to-market feature fully integrated into the database that reduces the time required to build AI agents.
RavenDB’s AI Agent Creator removes that barrier by running agents natively inside the database, giving developers secure, direct access to operational data. By keeping agents close to the data and automating integration, RavenDB turns months of uncertainty into days of reliable, context-aware AI delivery, according to the company.
“Consumers can already plan meals, design entire trips, or get advice from AI platforms such as ChatGPT and Gemini in seconds, yet enterprises are still stuck with rigid, scripted chatbots,” said Oren Eini, CEO and founder of RavenDB. “Our AI Agent Creator is the missing piece, enabling developers to build fully integrated agents directly within the database, with secure access to live operational data so that they can go from idea to proof of concept in minutes, and production-ready agents in a matter of just a few days.”
Developers define the scope in which each agent can operate on behalf of specific users, while connecting to existing validation, authorization, and business logic. To give developers stronger control, enhanced safety, and greater precision over how data and operations are accessed, the large language model (LLM) follows a zero-trust, default-deny approach, where no data or operations are accessible unless explicitly approved, the company said.
When an end-user submits a request in natural language, RavenDB invokes the agent to process the request and communicates the tools and actions it has within the scope defined by the developer. RavenDB then orchestrates the entire flow, referencing existing business logic to perform approved operations. This process provides accurate, personalized responses without ever exposing the full database, moving data to external servers, writing complex code, or compromising security.
Now available as part of RavenDB 7.1, the AI Agent Creator lets customers start building and deploying agents immediately, without re-architecting systems or compromising data security. RavenDB agentic AI runs across cloud, on-premise, and edge environments.
For more information about this news, visit www.ravendb.net.