BaranziniLab / KG_RAG
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
☆822Updated 5 months ago
Alternatives and similar repositories for KG_RAG:
Users that are interested in KG_RAG are comparing it to the libraries listed below
- 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…☆509Updated last year
- Automatic Ontology and Knowledge Graph construction with LLM☆230Updated last week
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆285Updated last month
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆414Updated 3 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆321Updated 11 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆703Updated 3 months ago
- ☆465Updated 11 months ago
- ☆300Updated 2 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆409Updated last month
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,843Updated last month
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆313Updated 10 months ago
- Create knowledge graphs with LLMs☆411Updated 2 months ago
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆965Updated 6 months ago
- Neo4j GraphRAG for Python☆496Updated last week
- Corrective Retrieval Augmented Generation☆367Updated 6 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆436Updated last month
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆298Updated 8 months ago
- collection of text2cypher datasets, evaluations, and finetuning instructions☆169Updated 10 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆302Updated 3 weeks ago
- ☆277Updated 3 weeks ago
- Efficient Automated Knowledge Graph Generation for Large Language Models☆101Updated 11 months ago
- ☆275Updated 11 months ago
- Medical Graph RAG: Graph RAG for the Medical Data☆443Updated 3 months ago
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆931Updated 5 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆234Updated 4 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,191Updated 7 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,254Updated last week
- ☆105Updated 8 months ago
- A knowledge graph RAG app using LangChain and Neo4j.☆210Updated 8 months ago
- Example GraphRAG Patterns☆125Updated this week