Type: Web Article Original link: https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/ Publication date: 2025-11-15
Author: DeepResearch Team, Tongyi Lab
Summary #
WHAT - Tongyi DeepResearch is an open-source web agent that achieves performance comparable to OpenAI DeepResearch in various benchmarks. It is the first fully open-source web agent to achieve such results.
WHY - It is relevant for the AI business because it demonstrates that open-source solutions can compete with proprietary ones, offering a more accessible and transparent alternative for the AI market.
WHO - The main players are the DeepResearch Team and Tongyi Lab, with contributions and discussions from the open-source community.
WHERE - It positions itself in the AI web agent market, competing directly with proprietary solutions like those from OpenAI.
WHEN - It is a recent project, but already consolidated with impressive benchmark results, indicating rapid development and adoption.
BUSINESS IMPACT:
- Opportunities: Integration of Tongyi DeepResearch into the existing stack to reduce development costs and improve transparency.
- Risks: Competition with open-source solutions that could attract customers to more affordable alternatives.
- Integration: Possible integration with existing data analysis tools and machine learning platforms.
TECHNICAL SUMMARY:
- Core technology stack: Python, Go, React, API, database, AI, algorithms, frameworks.
- Scalability: Uses a scalable data synthesis approach for training, allowing for high scalability.
- Limitations: Dependence on high-quality synthetic data, which requires a robust infrastructure for generation and curation.
- Technical differentiators: Comprehensive methodology for creating advanced agents, including Agentic Continual Pre-training (CPT), Supervised Fine-Tuning (SFT), and Reinforcement Learning (RL).
Use Cases #
- Private AI Stack: Integration into proprietary pipelines
- Client Solutions: Implementation for client projects
- Strategic Intelligence: Input for technological roadmaps
- Competitive Analysis: Monitoring AI ecosystem
Third-Party Feedback #
Community feedback: Users discuss whether the Tongyi DeepResearch model can truly compete with OpenAI, with some expressing skepticism about its practical utility, while others propose alternatives and model distillations.
Resources #
Original Links #
Article recommended and selected by the Human Technology eXcellence team, processed through artificial intelligence (in this case with LLM HTX-EU-Mistral3.1Small) on 2025-11-15 09:29 Original source: https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/
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