YuxingLu613 / KARMALinks
Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment
☆55Updated 3 months ago
Alternatives and similar repositories for KARMA
Users that are interested in KARMA are comparing it to the libraries listed below
Sorting:
- [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.☆78Updated last week
- Graph Foundation Model for Retrieval Augmented Generation☆94Updated 3 weeks ago
- Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question Answering☆47Updated 7 months ago
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆185Updated last year
- collection of text2cypher datasets, evaluations, and finetuning instructions☆182Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆112Updated last year
- Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"☆114Updated 6 months ago
- HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation☆93Updated last month
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆135Updated last month
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆64Updated 5 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆68Updated 3 months ago
- Schemas for WhyHow's automated knowledge graph creation SDK☆90Updated 10 months ago
- ☆115Updated last month
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆106Updated 4 months ago
- ☆215Updated 3 months ago
- This is the official repo for the paper Retrieval-Augmented Generation with Hierarchical Knowledge.☆181Updated last week
- We want to try and evaluate LLMs using Knowledge Graphs☆105Updated 2 years ago
- Automatic Ontology and Knowledge Graph construction with LLM☆259Updated 2 months ago
- RAG with Knowledge Graph☆38Updated last year
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆253Updated 6 months ago
- Demo of knowledge graph creation and Graph RAG with BAML and Kuzu☆45Updated this week
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆334Updated last year
- ☆61Updated 5 months ago
- Official Implementation of "Affordable AI Assistants with Knowledge Graph of Thoughts"☆126Updated last week
- [EMNLP 2024] TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation☆29Updated 2 months ago
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆61Updated 4 months ago
- How to construct knowledge graphs from unstructured data sources☆129Updated 9 months ago
- Create fast graph language models from converted PDF documents for knowledge extraction and Q&A.☆55Updated 5 months ago
- Retrieval-Augmented Generation-based Relation Extraction☆41Updated 2 weeks ago
- Integrating knowledge graphs (KG) with large language models (LLM)☆159Updated 5 months ago