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Saikat Barua

As seen in: Medium, MDPI
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Articles

How to Create Your Own Deep Research Agent

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By Saikat Barua
| Medium
Saikat Barua · Follow 1 min read · -- Deep Research Arxiv assists researchers in conducting comprehensive literature reviews using the Arxiv repository. This tool searches, analyzes, and synthesizes relevant papers into a cohesive literature review formatted in the Nature journal style. How does it work? The Deep Research Arxiv tool collects relevant papers based on the user’s query. Next, it extracts essential information from each paper, including the title, abstract, and metadata.
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Paper page - Guardians of the Agentic System: Preventing Many Shots Jailbreak with Agentic System

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By Saikat Barua, Mostafizur Rahman, Jafor Sadek, Rafiul Islam
| huggingface.co
What if agentic systems could defend themselves from adversarial attacks? ✨ In our paper, we experimented with and developed a defensive system for AI agents to protect themselves against adversarial prompt attacks and jailbreak attempts.
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Numerical Investigation of Inlet Height and Width Variations on Separation Performance and Pressure Drop of Multi-Inlet Cyclone Separators

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By Yazid Saif, Sami Al-Alimi, Saikat Barua, Akmal Nizam Mohammed
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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