BaranziniLab / KG_RAGLinks
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
☆934Updated last year
Alternatives and similar repositories for KG_RAG
Users that are interested in KG_RAG are comparing it to the libraries listed below
Sorting:
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆466Updated last year
- This is the official github repo of Think-on-Graph (ICLR 2024). If you are interested in our work or willing to join our research team in…☆621Updated last year
- Automatic Ontology and Knowledge Graph construction with LLM☆322Updated 9 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆372Updated last year
- ☆325Updated 11 months ago
- We build KGs the way nature builds matter☆907Updated 2 months ago
- Create knowledge graphs with LLMs☆497Updated 3 months ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆345Updated 8 months ago
- ☆628Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆492Updated 10 months ago
- A Graph RAG System for Evidenced-based Medical Information Retrieval [ACL 2025]☆719Updated 3 months ago
- ☆534Updated 10 months ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,138Updated 10 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆408Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆134Updated 3 weeks ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆335Updated 4 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆421Updated 10 months ago
- Repository for the NaLLM project☆1,402Updated last year
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆1,043Updated last year
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆1,091Updated last year
- ☆372Updated last year
- GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization☆158Updated 3 months ago
- Corrective Retrieval Augmented Generation☆443Updated last year
- ☆261Updated 10 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,561Updated last year
- collection of text2cypher datasets, evaluations, and finetuning instructions☆223Updated last year
- ☆167Updated last year
- Neo4j GraphRAG for Python☆1,011Updated this week
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆525Updated 10 months ago
- Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/☆1,626Updated last month