External pipelines · RISE project catalogue
Tongyi DeepResearch
An agentic large language model purpose-built for long-horizon deep-information-seeking tasks (arXiv:2510.24701), shipped both as open weights (30.5B total / 3.3B active) and as inference code with ReAct and 'Heavy' (IterResearch) modes. Sits in the literature/ synthesis block of the RISE diagram, with state-of-the-art reported results on agentic-search benchmarks (BrowseComp, FRAMES, Humanity's Last Exam).
Where it sits
left: what it builds on · right: what builds on it · pale: exampleContributed by Tongyi Lab, Alibaba
How studies reach it
No published study reaches it yet.
Disciplines it reaches
No study reaches it yet.
Solid: published studies. Light: examples.
Computed from the records on this site: what each study, template and specialist names as used, which study extends which, and who contributed what. 0 studies in total.
What it does
Treats agentic-research capability as a *model-training* problem, not just an orchestration problem: continual agentic pre-training, fully automated synthetic data generation, and end-to-end on-policy RL with GRPO. Distinguishes itself from prompt-engineering pipelines by shipping a model purpose-trained for research-style tool use.
- Focus
- literature
- Inputs
- research-question
- Outputs
- cited-response, research-report
- Architecture
- tool-use, rag-knowledge-base, iterative-loop
- Maintained by
- Tongyi Lab, Alibaba
- Started
- 2025
Description
Data model- Discipline
- General
- Method family
- Literature review
- Design
- not specified
- Research stage
- Research questionLiterature discoveryLiterature synthesis
- Contributors
- Tongyi Lab, Alibaba
- Usage
- not used in published research yet
- Source
- RISE project catalogue · projects/landscape · @4c17bae
- Record
- pipeline:tongyi-deepresearch · JSON
Solid tags are declared by the source or mapped from its terms; dashed tags are inferred by a published rule. Hover a tag for its provenance.
Bring it into the standard
A pipeline built outside E2ER can meet the standard by describing its steps as a template, attaching the floor of checks and publishing evaluation records. Its authors keep ownership and credit.