OpenDeepSearch is a cutting-edge search tool developed by the sentient-agi team, whose core innovation lies in the deep integration of open-source Large Language Model (LLM) and intelligent reasoning agent technology. Unlike traditional search engines, the tool realizes intelligent information processing through semantic understanding technology, supporting the full range of scenarios from simple queries to complex problem reasoning search needs. As a completely open source project, it breaks the closed nature of commercial search systems and allows developers to freely customize the model architecture and functional modules. The technical architecture adopts a dual-mode design: the fast search mode can return accurate answers in milliseconds; the in-depth search mode handles complex problems that require logical analysis through a multi-step reasoning chain, demonstrating a stronger cognitive ability than conventional search engines.
The project is hosted on GitHub using the MIT protocol and is currently updated to the March 2025 version, reflecting the development team's long-term commitment to open source AI technology. The tool integrates semantic ranking systems such as Jina to extend inference capabilities in conjunction with the SmolAgents ecosystem, and its localized deployment features are particularly suited to application scenarios with high data privacy requirements.
This answer comes from the articleOpenDeepSearch: an open source search tool that supports intelligent reasoningThe
