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.
☆30Updated 2 weeks ago
Alternatives and similar repositories for MMGraphRAG
Users that are interested in MMGraphRAG are comparing it to the libraries listed below
Sorting:
- Document-level Retrieval Augmented Knowledge Graph Construction☆151Updated this week
- Agentic RAG R1 Framework via Reinforcement Learning☆302Updated 3 weeks ago
- MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding☆230Updated 2 months ago
- made RAG pipeline better in table data☆109Updated 11 months ago
- [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.☆118Updated 2 months ago
- Source code for our paper ''RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts''☆34Updated 5 months ago
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆228Updated 2 weeks ago
- MetaSearch：llm深度研究（deepsearch）功能方案实现☆32Updated last month
- An implementation of "M3DOCRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding" by Jaemin Cho, Debanj…☆44Updated 10 months ago
- An up-to-date list of Retrieval-Augmented Generation (RAG) for LLMs, focusing on the development of technology.☆300Updated 3 weeks ago
- Open replication of DeepSeek R1 for text-to-graph extraction.☆99Updated 8 months ago
- Official repository for RAG-Gym☆113Updated 7 months ago
- Implementation and evaluation of multimodal RAG with text and image inputs for industrial applications☆64Updated 11 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆145Updated 9 months ago
- Official code for Dynamic Parametric RAG.☆149Updated last month
- Repo for "VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforce…☆364Updated 3 months ago
- ☆29Updated 3 months ago
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆112Updated 8 months ago
- Awesome Deep Research list! For more details, please refer to our survey paper -- A Comprehensive Survey of Deep Research: Systems, Metho…☆332Updated last month
- Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception☆244Updated 2 weeks ago
- FlexRAG: A RAG Framework for Information Retrieval and Generation.☆222Updated 3 months ago
- "Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Sh…☆189Updated last month
- [2025-上海人工智能实验室书生实训营十佳、优秀项目]☆35Updated 2 weeks ago
- Repo for for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".☆71Updated last year
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆184Updated last year
- TianGong-AI-Unstructure☆69Updated this week
- ☆197Updated 6 months ago
- ☆116Updated this week
- GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation☆381Updated last week
- 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…☆160Updated 3 months ago