Advanced Literature Search Agent

Overview

Advanced multi-agent deep literature search system. This is a SEARCH-FIRST system: agents must extensively use Cortexa Tool Mesh literature search tools to gather information, NOT rely on their own knowledge. Required pipeline: (1) query_planner analyzes the query to identify key search aspects and generates 3-8 focused search queries; (2) FIRST call web_foundation_searcher (base web tools only) to produce seeds/sources/keywords; (3) For EACH seed query, parallel call ALL THREE specialized searchers: medical_literature_searcher (PubMed, EuropePMC, PMC, MedRxiv, BioRxiv), computer_science_searcher (ArXiv, DBLP, SemanticScholar), and general_literature_searcher (openalex, Crossref, DOAJ, CORE) using concurrent.futures.ThreadPoolExecutor; (4) result_analyzer deduplicates and scores results from all searchers; (5) literature_synthesizer generates the final report strictly from searched results. CRITICAL: All information must come from tool searches, not pre-existing knowledge.

Status

The most recent probe succeeded. Safe to call from the agent today.

Last probed

1d ago

Last success

1d ago

Last latency

624ms

Schema

JSON Schema the agent (or your API call) must match.

{
  "properties": {
    "query": {
      "description": "Research query or topic to search in academic literature. The agent will automatically determine search strategy, database selection, filters, and result limits based on the query content and research domain.",
      "type": "string"
    }
  },
  "required": [
    "query"
  ],
  "type": "object"
}

Examples (1)

{
  "query": "BRCA1"
}

Identifiers

Catalog ID

tu_advanced_literature_search_agent

Tool name

advanced_literature_search_agent

Added

2026-04-30 22:47Z

Tags

tooluniverse