dev-ai-kar / google-neo4j-knowledge-graph-ragLinks
This repository contains notebooks for building knowledge graphs and using them to improve Retrieval Augmented Generation (RAG) systems. RAG leverages knowledge graphs with embedding models to enhance the quality of text retrieved for language models.
☆14Updated last year
Alternatives and similar repositories for google-neo4j-knowledge-graph-rag
Users that are interested in google-neo4j-knowledge-graph-rag are comparing it to the libraries listed below
Sorting:
- ☆50Updated last year
- Prompt-based pipeline for extracting procedural knowledge graphs from text with LLMs☆13Updated 3 months ago
- Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question Answering☆50Updated 11 months ago
- To automate the SLR process and write paper quickly using multi agents of AI☆48Updated last year
- Lighter, cheaper and faster RAG toolkit (Graph RAG) supported by TargetPilot☆46Updated 4 months ago
- The Library for LLM-based multi-agent applications☆90Updated 3 months ago
- RuleRAG: Rule Meets Retrieval-Augmented Generation for Question Answering☆27Updated last week
- Deep Research through Multi-Agents, using GraphRAG☆80Updated last month
- Official Repo for The Paper "Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems"☆57Updated 7 months ago
- Source code for our paper: "SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals".☆69Updated last year
- Natural Language is All a Graph Needs - LLM / Graph AI / Knowledge Graph - Experiments☆38Updated 2 years ago
- Integrated LLM-based document and data Q&A with knowledge graph visualization☆22Updated last year
- demo app for Knowledge Graph Build with LLM LlamaIndex and NebulaGraph☆59Updated last year
- Synthetic Data Generation using LLM via Argilla, Distilabel, ChatGPT, etc.☆30Updated last year
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆192Updated last year
- Official code of the ACL 2025 paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"☆125Updated 2 months ago
- Build Neo4J Knowledge Graphs from Excel files☆22Updated 11 months ago
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆112Updated 8 months ago
- It is project which uses transformer to scrape the web and LLM to retrieve the identity from the text and store it in neo4j.☆40Updated last year
- Official Code for Oᴘᴇɴ-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models (EMNLP Findings 2024)☆135Updated 7 months ago
- Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)☆120Updated 8 months ago
- Web application that allows you to interact with biomedical knowledge graphs and query biomedical questions.☆31Updated 2 years ago
- A collection of interesting links, articles, research papers and projects related to knowledge graphs, GenAI and LLMs (large language mod…☆23Updated last year
- A framework for high-fidelity retrieval augmented generation in industrial knowledge bases. Integrates jargon identification, context rec…☆35Updated last year
- A GenAI Copilot for conversing with Neo4j Graph Databases☆91Updated 3 months ago
- ☆58Updated 11 months ago
- LlamaWorksDB is a Retrieval Augmented Generation (RAG) product designed to interact with the documentation of various products such as Ll…☆17Updated last year
- CAMEL framework-based multi-agent system for task-driven and dynamic environments☆104Updated last year
- RAG with Knowledge Graph☆39Updated last year
- ☆23Updated 9 months ago