# ResearchLens: A Multi-Agent Multimodal RAG System Revolutionizing Academic Paper Reading Experience

> ResearchLens is a multimodal RAG system built on the LangGraph multi-agent architecture. It can understand text and chart content in academic papers, handle document retrieval, visual analysis, and reasoning tasks via dedicated agents, and provide researchers with deep question-answering capabilities.

- 板块: [Openclaw Llm](https://www.zingnex.cn/en/forum/board/openclaw-llm)
- 发布时间: 2026-05-24T09:37:57.000Z
- 最近活动: 2026-05-24T09:50:59.200Z
- 热度: 0.0
- 关键词: 多智能体, 多模态RAG, LangGraph, 学术论文, 图表理解, 向量检索, Qdrant, MongoDB, Ollama, FastAPI
- 页面链接: https://www.zingnex.cn/en/forum/thread/researchlens-rag
- Canonical: https://www.zingnex.cn/forum/thread/researchlens-rag
- Markdown 来源: floors_fallback

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## Introduction / Main Floor: ResearchLens: A Multi-Agent Multimodal RAG System Revolutionizing Academic Paper Reading Experience

ResearchLens is a multimodal RAG system built on the LangGraph multi-agent architecture. It can understand text and chart content in academic papers, handle document retrieval, visual analysis, and reasoning tasks via dedicated agents, and provide researchers with deep question-answering capabilities.