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zjunlp /DeepKE

Star4.3k

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

nlp deep-learning prompt pytorch information-extraction knowledge-graph named-entity-recognition chinese ner multi-modal kg relation-extraction lightner few-shot low-resource document-level attribute-extraction knowprompt deepke instructie

UpdatedJul 19, 2025
Python

RManLuo /Awesome-LLM-KG

Star2.6k

Awesome papers about unifying LLMs and KGs

survey knowledge-graph awsome language-model kg gpt-4 llm chatgpt large-language-model

UpdatedMay 2, 2025

拼好RAG：手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索；整合DeepSearch技术实现私域RAG的推理；自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construction and search. Combine DeepSearch for private RAG reasoning. Create a custom evaluation framework for GraphRAG.

evaluation kg reasoning deepsearch graphrag agentic-rag lightrag deepresearch chain-of-exploration graphsearch think-on-graph

UpdatedNov 5, 2025
Python

heathersherry /Knowledge-Graph-Tutorials-and-Papers

Star1k

Insightful Tutorials and Papers about Knowledge Graphs

awesome knowledge-graph awesome-list data-integration knowledge-base knowledge-graph-completion kg entity-linking kgqa knowledge-graph-construction knowledge-graph-reasoning knowledge-graph-embedding knowledge-graph-for-recommendation knowledge-graphs information-extration knowledge-graph-question-answering knowledge-graph-representation awesome-kg mmkg

UpdatedFeb 15, 2026

codefuse-ai /CodeFuse-muAgent

Star775

An Innovative Agent Framework Driven by KG Engine

agent multi-agent memory-management kg ekg rag llm tool-learning

UpdatedJan 15, 2025
Python

smilelight /lightKG

Star614

基于Pytorch和torchtext的知识图谱深度学习框架。

knowledge-graph named-entity-recognition ner kg srl semantic-role-labeling trane

UpdatedJul 7, 2020
Python

RManLuo /reasoning-on-graphs

Star494

Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"

knowledge kg reasoning large-language-models llm reasoning-on-graph

UpdatedMar 5, 2025
Python

usc-isi-i2 /kgtk

Star411

Knowledge Graph Toolkit

toolkit rdf graphs wikidata embeddings kg etl-framework knowledge-graphs

UpdatedJun 25, 2025
Jupyter Notebook

RManLuo /graph-constrained-reasoning

Star233

Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".

knowledge-graph kg reasoning llm large-language-model graph-constrained-reasoning

UpdatedMay 20, 2025
Python

davendw49 /k2

Star208

Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024

data-science geoscience kg geoai ai4science large-language-models llm

UpdatedJun 5, 2024
Python

zjunlp /MKGformer

Star205

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

pytorch dataset transformer knowledge-graph ner kg link-prediction kgc relation-extraction multimodal former mkg sigir2022 mkgformer mnre

UpdatedApr 21, 2025
Python

zjunlp /Relphormer

Star139

[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

transformer knowledge-graph question-answering recommendation-system knowledge-graph-completion umls kg link-prediction wn18rr fb15k-237 knowledge-graph-representation relphormer

UpdatedJul 15, 2024
Python

YZ-Cai /SimGRAG

Star134

Official code of the ACL 2025 paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"

knowledge-graph kg kgqa rag llm large-language-model retrieval-augmented-generation

UpdatedJul 25, 2025
Python

haozheji /multigen

Star133

EMNLP2020 - Language Generation with Multi-hop Reasoning on Commonsense Knowledge Graph

pytorch nlg kg

UpdatedFeb 26, 2024
Python

zjunlp /MKG_Analogy

Star131

[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs

natural-language-processing computer-vision prompt dataset knowledge-graph mars language-model kg reasoning analogy iclr multimodal pre-trained-language-models iclr2023 analogical-reasoning markg

UpdatedJul 28, 2024
Python

zjunlp /HVPNeT

Star121

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

naacl pytorch information-extraction dataset prefix ner bert kg relation-extraction entity-extraction re multimodal-learning multimodal hvpnet multimodal-knowledge-graph

UpdatedMar 13, 2025
Python

IDouble /Gold-Silver-Ratio-Metal-Chart

Star116

🌕 Gold/Silver ratio metal charts with the USD/CHF price movements of Gold/Silver 🌑

chart metal market ratio price stochastic drawable dollar top gold charting silver usd kg rsi candlestick-chart chf candlesticks usdollar ounce

UpdatedApr 8, 2024
HTML

Chieko-Seren /ARIES

Star103

顺便一提，我们支持 RWKV | 「Intel 2025 人工智能创新大赛」🚀AutoOPS: Provide the chaos brought by language models to the operation and maintenance industry! 🏆使用 LLM 提供的动力实现全自动运维，支持 Windows Server/Linux/macOS/Cisco IOS，可进行全网自动管理，让我们颠覆运维行业【带外管理/自动运维/IoT设备管理/WebHook监控/任意平台/全模态Workflow】