wanxueyao / MMGraphRAGLinks
MMGraphRAG is a multi-modal knowledge graph-based framework designed to enhance complex reasoning tasks, such as multi-modal document question-answering. It integrates text and image data into a fine-grained, structured knowledge graph, utilizing scene graphs for image data and a spectral clustering-based fusion module.
☆13Updated 3 weeks ago
Alternatives and similar repositories for MMGraphRAG
Users that are interested in MMGraphRAG are comparing it to the libraries listed below
Sorting:
- MetaSearch:llm深度研究(deepsearch)功能方案实现☆30Updated 2 months ago
- This is the reading list for the survey "A Survey on the Optimization of LLM-based Agents ". We will keep adding papers and improving the…☆115Updated last month
- 一个简单的多模态RAG项目☆136Updated last month
- ☆40Updated last month
- RAG 论文学习☆142Updated 3 months ago
- ☆187Updated 3 months ago
- ☆115Updated last month
- Agentic RAG R1 Framework via Reinforcement Learning☆235Updated last month
- ☆87Updated this week
- Official code for Dynamic Parametric RAG.☆129Updated last month
- A Survey on Multimodal Retrieval-Augmented Generation☆231Updated 3 weeks ago
- A collection project that uses graph technology☆38Updated 10 months ago
- [2025-上海人工智能实验室书生实训营十佳、优秀项目]☆30Updated last month
- 构建一个医疗知识图谱并基于此实现 RAG,并以此实现医学试题的生成☆31Updated last month
- ☆65Updated 3 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆195Updated last year
- ☆41Updated 10 months ago
- ☆50Updated 5 months ago
- Achieve your exclusive DeepResearch.☆17Updated 2 months ago
- ☆92Updated 3 weeks ago
- Official repository for RAG-Gym☆95Updated 3 months ago
- A simple and trans-platform rag framework and tutorial☆184Updated 3 months ago
- HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation☆93Updated last month
- ☆338Updated 2 months ago
- 本项目旨在提供一个微调酒店推荐垂直领域大模型并应用的完整闭环案例作为大家的参考案例。本项目使用的基础大模型为Qwen2.5-7B-Instruct。项目特色:完整的垂直应用案例闭环、项目源码剖析开源共享、详实的图文指导手册、手把手全流程实操演示视频☆43Updated 2 months ago
- Awesome Deep Research list☆104Updated last week
- Yelp Simulator for WWW'25 AgentSociety Challenge☆80Updated 2 months ago
- 《EasyOffer》(<大模型面经合集>)是针对LLM宝宝们量身打造的大模型暑期实习Offer指南,主要记录大模型暑期实习和秋招准备的一些常见大厂手撕代码、大厂面经经验、常见大厂思考题等;小白一个,正在学习ing......有问题各位大佬随时指正,希望大家都能拿到心仪Of…☆249Updated 3 months ago
- An Awesome List of Reinforcement Learning-based Large Language Agent Works. Collect directly from official code base.☆154Updated this week
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆44Updated last month