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Optimist Deep Research: An autonomous agent for iterative literature research

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In brief

  1. Open-source agent replicating human-like iterative research process.
  2. Breaks down the initial question into sub-questions and gathers evidence from arXiv, PubMed, and others.
  3. Generates a final report with verifiable citations and a deduplicated document registry.

Optimist Deep Research, an open-source agent, automates literature research by mimicking a human-like iterative process. It breaks down the initial question into sub-questions, gathers evidence from multiple sources, and produces a final report with verifiable citations.

This summary gives you the essentials. The full article, its figures and quotes are on cs.AI updates on arXiv.org.

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