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ragflow/docs/guides/chat/implement_deep_research.md

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slug: /implement_deep_research

Implement deep research

Implements deep research for agentic reasoning.

From v0.17.0 onward, RAGFlow supports integrating agentic reasoning in an AI chat. The following diagram illustrates the workflow of RAGFlow’s deep research:

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To activate this feature:

  1. Enable the Reasoning toggle under the Prompt Engine tab of your chat assistant dialogue.

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  1. Enter the correct Tavily API key under the Assistant Setting tab of your chat assistant dialogue to leverage Tavily-based web search

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The following is a screenshot of a conversation that integrates Deep Research:

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