A Practical Guide to Implementing DeepSearch/DeepResearch
How to build a search agent that iterates, checks its work and knows when to stop.
Jina AI25 February 2025Public source
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In this reference
An implementation guide to iterative search, reading and reasoning, including stopping conditions, token budgets and the distinction between finding answers and assembling reports.
Cite the original work
Han Xiao (25 February 2025). A Practical Guide to Implementing DeepSearch/DeepResearch. Jina AI. https://jina.ai/news/a-practical-guide-to-implementing-deepsearch-deepresearch/
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@misc{deepsearch_deepresearch,
author = {Han Xiao},
title = {{A Practical Guide to Implementing DeepSearch/DeepResearch}},
howpublished = {Jina AI},
url = {https://jina.ai/news/a-practical-guide-to-implementing-deepsearch-deepresearch/},
year = {2025}
}
