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.
☆93Mar 10, 2026Updated 6 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:
- ☆20Feb 5, 2026Updated 7 months ago
- ☆21Jan 6, 2025Updated last year
- ICCV 2025: Official Implematation of "Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced L…☆81Oct 25, 2025Updated 11 months ago
- ☆44Apr 6, 2026Updated 5 months ago
- [SIGIR 2025] Official impl. of "MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation…☆19Apr 15, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- EMNLP 2024 Findings "Schema-Driven Information Extraction from Heterogeneous Tables"☆28Dec 5, 2024Updated last year
- This is the Ofiicial repository for paper: GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learni…☆17May 3, 2026Updated 5 months ago
- [ACL 2024] Multimodal Reasoning with Multimodal Knowledge Graph (pytorch implementation)☆20Jun 2, 2025Updated last year
- ☆21Feb 16, 2025Updated last year
- [ACL '25] Source code for our paper ''RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts''☆54Nov 27, 2025Updated 10 months ago
- [ACL-26 (main)] From Verbatim to Gist Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video A…☆43Apr 19, 2026Updated 5 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆157Sep 28, 2025Updated last year
- Official Repo For the [AAAI'26 Oral] Paper “StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback”☆35Mar 1, 2026Updated 7 months ago
- [DASFAA 2025] Enhancing Retrieval-Augmented Generation with Multi-Modal Knowledge Graph Integration☆15Feb 28, 2026Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ACL 2026 Oral] UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities☆177Jun 24, 2026Updated 3 months ago
- ☆11Feb 23, 2023Updated 3 years ago
- Implementation of my agent used in 2025 AFAC TianChi competition☆28Oct 6, 2025Updated 11 months ago
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆453May 12, 2026Updated 4 months ago
- [AAAI 2026] Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation☆31Jan 5, 2026Updated 8 months ago
- The official implementation of paper "Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluat…☆15Feb 28, 2025Updated last year
- Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs (EMNLP 2024)☆18Nov 17, 2024Updated last year
- This is the Repository for Geometry Problem Solving Method Evaluation☆29Oct 8, 2024Updated last year
- ☆599Mar 30, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆41Jun 2, 2026Updated 4 months ago
- Knowledge graph + AI Agent analysis of news using multi modal GraphRAG approach with Dgraph and Modus☆24Jul 23, 2025Updated last year
- Main use to store some object trackiing code☆11Sep 1, 2021Updated 5 years ago
- ☆37Apr 1, 2026Updated 6 months 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
- ☆16Jul 10, 2023Updated 3 years ago
- ☆33Aug 28, 2024Updated 2 years ago
- ☆15Nov 22, 2023Updated 2 years ago
- 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.
- Implementation of "Multi-modal Retrieval Augmented Multi-modal Generation: Datasets, Evaluation Metrics and Strong Baselines"☆33Feb 24, 2025Updated last year
- Thai Grapheme to Phoneme (G2P) Wiktionary Corpus☆13Jul 25, 2022Updated 4 years ago
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆186Jan 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 11 months ago
- Graph Key Information Extraction: GKIE☆11Sep 15, 2022Updated 4 years ago
- IVC-Prune: Revealing the Implicit Visual Coordinates in LVLMs for Vision Token Pruning☆18Feb 27, 2026Updated 7 months ago
- Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network.☆16Sep 23, 2025Updated last year