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What's New RavenDB 7.1
AI Agent Creator
RavenDB’s AI Agent Creator gives development teams the fastest path to AI-driven applications. It lets you build and manage context-aware agents directly inside your database, so they can receive natural-language requests, query live data, and trigger defined actions within the guardrails you set. When you define an agent’s purpose, parameters, and allowed query/action tools, RavenDB orchestrates the interaction so the LLM knows when to invoke those tools and how to use them safely and predictably. Teams go from idea to working agents in days instead of months, and built-in token optimization reduces LLM costs while preserving conversation context.
GenAI Integration
RavenDB 7.1 introduces simple but powerful GenAI orchestration, supporting the entire workflow from document retrieval to LLM-driven data enrichment. Easily configure RavenDB to send documents directly to your chosen LLM, accompanied by prompt and schema, and accept received structured JSON responses. Such AI-generated insights can enrich existing documents or be stored as entirely new entities within the database. Enhance flexibility further by embedding custom JavaScript transformations directly into the workflow, tailoring outputs precisely to your needs. Built-in caching optimizes performance and reduces costs by eliminating redundant LLM requests, enabling developers to build robust and cost-efficient GenAI applications rapidly.
