Deep Research

Open Source Deep Research Based on LangGraph

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Open Source Deep Research Based on LangGraph

Ollama-deep-research is an open-source agent similar to OpenAI deep research. Of course, its functionality is much weaker than that of OpenAI deep research, but it allows you to experience how to use agents for research topics and how to develop agents based on the Langgraph framework. The ollama-deep-research agent generates the content to be retrieved … Read more

Understanding the Paper: Agentic Reasoning in Deep Research

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Understanding the Paper: Agentic Reasoning in Deep Research

The paper presents a new reasoning framework—Agentic Reasoning, aimed at enhancing the reasoning capabilities of large language models (LLMs) by integrating external tools. This framework improves the model’s performance in logical consistency, factual accuracy, and deep research ability through structured memory (mind maps), web searches, and computational analysis. The experimental results show that Agentic Reasoning … Read more