Advanced Literature Search Agent
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 sear…
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.
Schema
JSON Schema the agent (or your API call) must match.
Examples (1)
Default Advanced Literature Search Agent call
Anonymous-safe example. Rate-limited; no sign-in required.
Identifiers
- Catalog ID
- tu_advanced_literature_search_agent
- Tool name
- advanced_literature_search_agent
- Added
- 2026-04-30 22:47Z
- Tags
- tooluniverse