Agent Studio is now generally available, providing a managed platform for building, deploying, and operating AI agents grounded in Algolia data. Customers can configure model providers, connect search and recommendation tools, add safety controls, and monitor conversations through a single API and dashboard. This reduces the complexity of building production-ready AI experiences while providing a consistent, scalable foundation for agent development. Click here to learn more.

Agent Studio now generally supports Model Context Protocol (MCP) servers, allowing AI agents to securely connect to external tools and services through a standardized interface. Customers can extend agent capabilities with approved third-party tools while controlling which tools are available and requiring human approval for sensitive actions. This makes it easier to integrate existing systems into AI workflows without building custom integrations. Click here to learn more.

Ask AI adds a smart assistant to the search bar, helping users get instant answers from existing documentation content. Supports natural-language questions, follow-ups, and cited sources. Works with DocSearch and custom Algolia setups. BYOLLM model allows flexible integration with preferred AI providers. Click here to learn more. Try Ask AI in Public Beta today!

Agent Studio introduces a developer framework that enables building business-aware AI agents in weeks, not months. The platform orchestrates across multiple indices and data sources, delivering sub-50ms global retrieval with automatic business logic enforcement. Agents understand access permissions, data relationships, and organizational rules through real-time integration with existing Algolia configurations. A single API endpoint handles LLM communication, multi-source retrieval, and tool orchestration, eliminating months of custom integration work. Click here to learn more. If you’d like access to the Algolia Agent Studio, please fill out this form. 

Generative Experience Guides empower businesses to keep visitors engaged by creating AI-powered content that guides decision-making directly on your website. Available as Shopping, Category, and Comparison Guides, this solution reduces bounce rates while increasing discoverability and conversations. Guides seamlessly integrate with your existing Algolia setup through the dashboard and SDKs. Support for multiple languages ensures you can deliver personalized experiences to global audiences. Click here to learn more.

Algolia introduces Generative Shopping Guides, now available in private beta, to revolutionize e-commerce content creation. Leveraging Retrieval Augmented Generation (RAG), this tool allows e-commerce sites to generate long-form educational articles based on product catalogs stored in Algolia’s Search index. These guides simplify the buying process by delivering targeted, informative content that helps consumers make informed purchasing decisions. Developers can easily configure and integrate Shopping Guides using the Algolia Dashboard and SDK, enhancing customer engagement and driving conversions. Join our private beta to explore the future of generative e-commerce content.