Deep Research with Dume.ai

When you ask a complex question like “Summarize our research insights on X and draft an executive summary,” Dume.ai uses multi‑step planning, breaking down research tasks just like Deep Research tools do.

It ingests data from your integrated tools, embeds text content, and performs a vector search to extract relevant documents or emails using models like text‑embedding‑3 or bge‑small via Weaviate or pgvector

It ingests data from your different pages, embeds text content, and performs a vector search to extract relevant documents using models like text‑embedding‑3 or bge‑small via Weaviate or pgvector.

Dume.ai compiles a structured summary or report based on your inputs and source, generating cohesive, cited findings in a readable format.