Search the literature.
Cultivate your knowledge.
Ricerium pairs an academic research agent with a private library of your own papers — so discovery and understanding live in the same place.
Found 3 papers.
Agentic retrieval for scientific discovery
Okafor, Tanaka, Ruiz · 2026
Long-horizon literature synthesis with tool-using LLMs
Bianchi, Hoffmann, Park · 2025
Structured artifacts for academic research agents
Romano, Singh, Klein · 2025
Agentic retrieval
Tool-using LLM agents query academic indexes iteratively, re-rank results by semantic relevance1, and maintain coherent bibliographic threads across hundreds of documents2.
Structured artifacts — tables, outlines, citation graphs — improve downstream usability of agent-generated summaries3.
Two practices, one continuous workspace.
An agent that reads the literature for you.
Ask in plain language. The agent queries OpenAlex, arXiv and CrossRef, ranks the results, and presents them in a structured table. You decide what is worth keeping.
A knowledge base that grows with your reading.
Upload your PDFs. The agent extracts, indexes, and cross-references them into a living Markdown wiki — every claim traceable to its source document.
From a question to a personal library.
Search
Conversational queries across academic databases through a tool-using agent.
Curate
Save the references that matter into your personal library.
Synthesise
Upload PDFs, let the agent compile and maintain your knowledge base.