Joshua-Yu / graph-rag
Graph based retrieval + GenAI = Better RAG in production
☆210Updated 9 months ago
Alternatives and similar repositories for graph-rag:
Users that are interested in graph-rag are comparing it to the libraries listed below
- ☆264Updated 10 months ago
- Semantic layer on top of a graph database to provide an LLM with a set of robust tools to interact with the database☆227Updated 11 months ago
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆177Updated last year
- Knowledge graph construction and RAG demo using Diffbot and Neo4j☆185Updated 8 months ago
- End to end solution for migrating CSV data into a Neo4j graph using an LLM for the data discovery and graph data modeling stages.☆124Updated 4 months ago
- collection of text2cypher datasets, evaluations, and finetuning instructions☆169Updated 10 months ago
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆123Updated last year
- Integrating knowledge graphs (KG) with large language models (LLM)☆142Updated 3 months ago
- A knowledge graph RAG app using LangChain and Neo4j.☆210Updated 8 months ago
- Example GraphRAG Patterns☆125Updated this week
- ☆300Updated 2 months ago
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆144Updated last year
- Code to extract Knowledge Graph from normal, unstructured text and visualize the resulting graph☆57Updated last year
- https://graphacademy.neo4j.com/courses/llm-chatbot-python/☆85Updated last month
- Schemas for WhyHow's automated knowledge graph creation SDK☆88Updated 8 months ago
- demo app for Knowledge Graph Build with LLM LlamaIndex and NebulaGraph☆55Updated 9 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆298Updated 3 weeks ago
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆152Updated last year
- ☆95Updated 8 months ago
- Automated knowledge graph creation SDK☆121Updated 4 months ago
- RAG with Knowledge Graph☆38Updated last year
- What, Why and How of LLMs.☆75Updated last year
- Build fast and accurate GenAI apps with GraphRAG SDK at scale.☆313Updated 3 weeks ago
- ☆93Updated last year
- In this project I designed a knowledge graph focused on Napoleon's history. I built a RAG application using this data and improved the ou…☆42Updated 7 months ago
- GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization☆112Updated 5 months ago
- Create knowledge graphs with LLMs☆411Updated 2 months ago
- Example project demonstrating how to implement GraphRAG☆146Updated 11 months ago
- Generative AI Deep Dive Workshops☆111Updated last month
- ☆199Updated 6 months ago