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.
☆91Mar 10, 2026Updated 5 months ago
Alternatives and similar repositories for MMGraphRAG
Users that are interested in MMGraphRAG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Feb 5, 2026Updated 6 months ago
- ☆20Jan 6, 2025Updated last year
- ☆43Apr 6, 2026Updated 4 months ago
- [ACL 2026] MegaRAG: Multimodal Graph-based RAG☆64Apr 17, 2026Updated 4 months ago
- EMNLP 2024 Findings "Schema-Driven Information Extraction from Heterogeneous Tables"☆28Dec 5, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is the Ofiicial repository for paper: GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learni…☆16May 3, 2026Updated 3 months ago
- DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems☆81Sep 29, 2024Updated last year
- [ACL '25] Source code for our paper ''RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts''☆53Nov 27, 2025Updated 8 months ago
- [ACL-26 (main)] From Verbatim to Gist Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video A…☆40Apr 19, 2026Updated 4 months ago
- ☆45Jul 28, 2025Updated last year
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆155Sep 28, 2025Updated 10 months ago
- Official Repo For the [AAAI'26 Oral] Paper “StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback”☆35Mar 1, 2026Updated 5 months ago
- [ACL 2026 Oral] UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities☆174Jun 24, 2026Updated last month
- [ACM MM2025] Official code of " HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation"☆112Jul 23, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Implementation of my agent used in 2025 AFAC TianChi competition☆28Oct 6, 2025Updated 10 months ago
- ☆15Jan 18, 2026Updated 7 months ago
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆449May 12, 2026Updated 3 months ago
- [AAAI 2026] Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation☆29Jan 5, 2026Updated 7 months ago
- The official implementation of paper "Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluat…☆15Feb 28, 2025Updated last year
- This is the Repository for Geometry Problem Solving Method Evaluation☆27Oct 8, 2024Updated last year
- ☆597Mar 30, 2025Updated last year
- ☆38Jun 2, 2026Updated 2 months ago
- Main use to store some object trackiing code☆11Sep 1, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆37Apr 1, 2026Updated 4 months ago
- The Zaychik Power Controller server☆13Apr 13, 2024Updated 2 years ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆212Aug 12, 2024Updated 2 years ago
- [ACL 2025] An official pytorch implement of the paper: Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement☆40May 28, 2025Updated last year
- ☆41May 24, 2023Updated 3 years ago
- SB-Bench: Stereotype Bias Benchmark for Large Multimodal Models☆15Jun 26, 2026Updated last month
- ☆16Jul 10, 2023Updated 3 years ago
- "Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Shihui Ying, Xing…☆312Jun 27, 2026Updated last month
- ☆33Aug 28, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of "Multi-modal Retrieval Augmented Multi-modal Generation: Datasets, Evaluation Metrics and Strong Baselines"☆33Feb 24, 2025Updated last year
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆185Jan 27, 2025Updated last year
- Code for the paper "KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning"☆15Oct 21, 2025Updated 9 months ago
- ☆15Jun 25, 2025Updated last year
- RouteRAG: Efficient Retrieval-Augmented Generation from Text and Graph via Reinforcement Learning☆36Jul 1, 2026Updated last month
- Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network.☆16Sep 23, 2025Updated 10 months ago
- This is an Augmented Reality application which will help in learning about Wild life animal by creating an augmented Zoo and Spread awar…☆10Nov 1, 2018Updated 7 years ago