Library · Teams · deep-research
Deep Research
Job: Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict.
7 implementations · Verified 1 · Untested 6 — choose a runtime below.
Source: GitHub teams/deep-research/ · registry.json
Inputs / outputs
Inputs
- fuzzy question
- labeled source pastes (optional)
Outputs
- scoped research brief
- open questions
- next checks
- confidence note
Capabilities
- structured research brief
- source separation
- no invented citations
Implementations by runtime
| Implementation | Runtime | Type | Status | Source |
|---|---|---|---|---|
| Deep Research — CrewAI | crewai | AI Team | Untested · structural: PASS | GitHub |
| Deep Research — LangGraph | langgraph | Code | Untested · structural: PASS | GitHub |
| Deep Research — LM Studio | lm-studio | Prompt | Untested · structural: PASS | GitHub |
| Deep Research — MCP | mcp | MCP | Untested · structural: PASS | GitHub |
| Deep Research — n8n | n8n | Workflow | Untested · structural: PASS | GitHub |
| Deep Research — Ollama | ollama | Prompt | Verified · structural: PASS | GitHub |
| Deep Research — Open WebUI | open-webui | Prompt | Untested · structural: PASS | GitHub |
UI status stays Untested unless true runtime execution was recorded. Structural checks (JSON parse, py_compile) do not flip status to Verified.
About labels & source
Deep Research is an AI Team built to coordinate multiple AI agents around a research job. In multi-agent frameworks this setup may also be described as an agent team, multi-agent system, or multi-agent workflow; local prompt packs stay single-model research workflows.
Close alternate labels (when accurate): AI Agent Team, Agent Team, Multi-Agent System, Multi-Agent Workflow.
Broader discovery terms (not synonyms): AI Agents, Multi-Agent AI, Multi-Agent Orchestration, Agent Orchestration, Agentic Workflow, AI Workflow.
What is an AI Team? · team_id deep-research
Related marketplace Teams
Soft thematic links only — marketplace Teams ≠ this canonical Library Team.
- Research Desk (marketplace related)
- Source Desk (marketplace related)
Source / fork / list
- GitHub team folder: https://github.com/BotShelfVampire/botshelf-ai-team-registry/tree/main/teams/deep-research
- Canonical parent: https://botshelfvampire.com/library/teams/deep-research/
- Fork CTA: /fork.html · List: /sell.html