Deep Research with Dume.ai
Dume.ai isn’t just an AI productivity assistant—it can function as a deep research companion, helping you gather, synthesize, and act on insights from across webpages.
How Deep Research Works in Dume.ai
1
Question Intake & Planning
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.
2
Semantic Retrieval via Vector Search
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
3
Iterative Reasoning with Agent Chains
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.
4
Drafting & Reporting
Dume.ai compiles a structured summary or report based on your inputs and source, generating cohesive, cited findings in a readable format.