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DeepResearch. #116

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yokingma opened this issue Feb 26, 2025 · 4 comments
Open

DeepResearch. #116

yokingma opened this issue Feb 26, 2025 · 4 comments

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@yokingma
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yokingma commented Feb 26, 2025

支持类似OpenAI/Gemini/Perplexity的"Deep Research"功能,通过搜索引擎,Web刮削和AI大模型对任何主题或者问题进行迭代,深入研究并生成报告。

(Like OpenAI/Gemini/Perplexity's "Deep Research". using search engines, web scraping, and AI large models to iterate on any topic or issue, conduct in-depth research and generate reports.)

Workflow:

  1. Analyze user's query
  2. Generate follow-up questions to refine the research direction
  3. Generate and execute search queries
  4. Process and analyze search results
  5. Recursive exploration leads to deeper exploration base on step 4.
  6. Generate a comprehensive report

Demo:

deepresearch.mp4
@yokingma yokingma pinned this issue Feb 26, 2025
@yokingma
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yokingma commented Feb 26, 2025

Test, Qwen2.5 7B

Image

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@yokingma yokingma changed the title [Add] DeepResearch. DeepResearch. Feb 26, 2025
@yokingma yokingma mentioned this issue Feb 26, 2025
@arsaboo
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arsaboo commented Feb 26, 2025

@yokingma We just choose Deep from the search option right?

Image

This is the result with Google Gemini 2.0 Flash. By the way, which models give better results based on your experience?

@yokingma
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yokingma commented Feb 27, 2025

@arsaboo choose the Research mode, this bug has been fixed now.

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@arsaboo
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arsaboo commented Feb 27, 2025

@yokingma Excellent job...this works very well.

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