ResearchMate AI
Retrieval-Augmented research assistant

Understand any paper, with citations.

Upload research PDFs and ask questions in plain language. ResearchMate reads, retrieves, and reasons — then answers with sources you can verify.

Hybrid RAG

Dense + BM25 retrieval, RRF fusion, and cross-encoder reranking for precise answers.

Grounded citations

Every claim is backed by the exact paper, page, and section it came from.

Summaries

Short abstracts or structured breakdowns: problem, method, dataset, results, limits.

Chat with memory

Follow-up questions across your library, with streaming answers.

Knowledge graph

Extract entities and relations into an explorable graph of concepts.

Agents

Research, summary, citation, and comparison agents planned automatically.