BaranziniLab / KG_RAG
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
☆832Updated 6 months ago
Alternatives and similar repositories for KG_RAG
Users that are interested in KG_RAG are comparing it to the libraries listed below
Sorting:
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆324Updated 11 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆424Updated 4 months ago
- 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…☆513Updated last year
- Automatic Ontology and Knowledge Graph construction with LLM☆242Updated 3 weeks ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆292Updated last month
- Create knowledge graphs with LLMs☆422Updated 3 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆413Updated 2 months ago
- ☆467Updated 11 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆713Updated 4 months ago
- Corrective Retrieval Augmented Generation☆370Updated 7 months ago
- Neo4j GraphRAG for Python☆528Updated 2 weeks ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,866Updated last month
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆981Updated 7 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆322Updated 11 months ago
- ☆300Updated 2 months ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆303Updated 8 months ago
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆946Updated 5 months ago
- Efficient Automated Knowledge Graph Generation for Large Language Models☆103Updated last year
- ☆290Updated last month
- Medical Graph RAG: Graph RAG for the Medical Data☆467Updated 4 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆308Updated last month
- ☆288Updated last year
- RAGOnMedicalKG,将大模型RAG与KG结合,完成demo级问答,旨在给出基础的思路。☆294Updated last year
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆304Updated 6 months ago
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆701Updated 9 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆444Updated last month
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,335Updated 2 weeks ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,214Updated 8 months ago
- collection of text2cypher datasets, evaluations, and finetuning instructions☆176Updated 11 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆720Updated last year