Algolia
AI-powered search platform for fast, relevant digital experiences
What is Algolia?
Try AlgoliaAlgolia’s Agent Studio is a framework for developers to create, test, and deploy AI agents on an AI-first search platform. It combines large language models with real-time search, behavioral data, and configurable logic so your agents can deliver personalized, brand-centric experiences. Agent Studio is designed to help you build retrieval-powered assistants for apps and sites without starting from scratch.
What is Algolia Agent Studio and what problem does it solve?
Agent Studio helps developers create and deploy AI agents that combine LLMs with real-time search, behavioral data, and configurable logic. The goal is to launch personalized AI assistants that are grounded in your product experience, so users get more relevant answers and recommendations.
Can I use my own LLM with Agent Studio?
Yes. Agent Studio is designed for bring-your-own-LLM flexibility, with OpenAI at launch and more coming soon, so you can choose the model that fits your needs and control your infrastructure and costs.
How does Agent Studio help my agents use real-time, accurate data?
Agent Studio uses Algolia Retrieval as its search-native retrieval layer, giving your agents instant access to personalization, business logic, and index control. That lets your agentic experiences reflect up-to-date information and tailor results to each user.
Is Agent Studio no-code or developer-oriented?
Agent Studio is built as a developer framework. It offers a self-service dashboard for defining prompts, permissions, and LLMs, plus developer APIs and LangChain components to configure flexible workflows.
What AI features are included to improve agent results and relevance?
Agent Studio includes AI ranking to boost results dynamically, personalization to tailor results for each user, rules to optimize ranking for specific queries, analytics to understand users and find opportunities, and merchandising to curate results for promotional campaigns.
How can I compare which LLMs work best for my agent workflows?
Agent Studio includes an LLM leaderboard to compare models across real agent workflows, using practical factors like cost, latency, tool use, and groundedness. This helps you understand tradeoffs and choose the best model for your use case.