This is a multi-agent deep research system based on the NVIDIA AIQ Blueprint. It produces comprehensive, citation-backed research reports through coordinated delegation across three roles.
Coordinates the research workflow. Receives a research question, delegates planning and search tasks, verifies coverage, synthesizes findings, and writes the final 3000-5000 word report with inline [N] citations.
Builds a structured research plan from the research question. Generates a Table of Contents, targeted search queries (3-5 per section), and task analysis. Prioritizes knowledge base over papers over web sources.
Executes searches using web search, paper search, and knowledge retrieval tools. Limited to 8 search tool calls per task. Writes findings with inline [N] citations and evaluates source quality.
- User submits research question to orchestrator
- Orchestrator delegates to planner for plan generation
- Planner returns structured plan with TOC and queries
- Orchestrator delegates to researcher with plan and queries
- Researcher executes searches and returns cited findings
- Orchestrator checks coverage — sends researcher back if gaps found
- Orchestrator synthesizes findings into final report
- Final report returned with sources section
- Orchestrator cannot perform searches (must delegate to researcher)
- Planner cannot execute searches (generates queries only)
- Researcher cannot write the final report (provides findings only)
- Report publication requires both orchestrator and researcher roles to have participated