YZ-Cai / SimGRAGLinks
Official code of the ACL 2025 paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"
☆130Updated 4 months ago
Alternatives and similar repositories for SimGRAG
Users that are interested in SimGRAG are comparing it to the libraries listed below
Sorting:
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆197Updated last year
- Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)☆123Updated 9 months ago
- Official Code for Oᴘᴇɴ-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models (EMNLP Findings 2024)☆143Updated 9 months ago
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆235Updated 2 months ago
- This is the official repository for Auto-RAG.☆229Updated 4 months ago
- Official homepage for "Self-Harmonized Chain of Thought" (NAACL 2025)☆91Updated 10 months ago
- Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning☆445Updated 2 months ago
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆152Updated last year
- The long-term memory for your Superagents 🥷and LLMs 🤖. Built with GraphRAG, Knowledge graphs and autonomous ai agents☆64Updated 10 months ago
- [EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.☆469Updated 2 weeks ago
- Create a knowledge graph out of unstructed legal text - use said knowledge graph in a graph augmented retrieval augmented generation pipe…☆62Updated last year
- ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research paper…☆114Updated last year
- ☆297Updated last week
- ☆144Updated last year
- Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment☆85Updated 2 months ago
- ☆275Updated last year
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆114Updated 10 months ago
- ☆81Updated 3 weeks ago
- ☆125Updated 9 months ago
- Research repository on interfacing LLMs with Weaviate APIs. Inspired by the Berkeley Gorilla LLM.☆138Updated 3 months ago
- GraphRAG database - hybrid graph / vector db☆134Updated last year
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆147Updated last year
- A framework for high-fidelity retrieval augmented generation in industrial knowledge bases. Integrates jargon identification, context rec…☆35Updated last month
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆179Updated last year
- ☆99Updated 8 months ago
- Schemas for WhyHow's automated knowledge graph creation SDK☆94Updated last year
- A collection of LlamaIndex Workflows-powered agents that convert natural language to Cypher queries designed to retrieve information from…☆96Updated 9 months ago
- ☆40Updated 11 months ago
- LLM reads a paper and produce a working prototype☆60Updated 7 months ago
- Automated knowledge graph creation SDK☆122Updated last year