vatsalsaglani / GraphRAG4RecLinks
A naive implementation of GraphRAG for Movie Recommendation on IMDB Top 1000 movies dataset.
☆72Updated last year
Alternatives and similar repositories for GraphRAG4Rec
Users that are interested in GraphRAG4Rec are comparing it to the libraries listed below
Sorting:
- Graph based retrieval + GenAI = Better RAG in production☆222Updated last year
- demo app for Knowledge Graph Build with LLM LlamaIndex and NebulaGraph☆59Updated last year
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆127Updated last year
- Example project demonstrating how to implement GraphRAG☆159Updated last year
- Extract structured data from CUAD contracts using LangChain, build a knowledge graph, and query insights through a LangGraph agent - tran…☆140Updated 6 months ago
- Integrating knowledge graphs (KG) with large language models (LLM)☆182Updated 3 weeks ago
- Code to extract Knowledge Graph from normal, unstructured text and visualize the resulting graph☆57Updated last year
- collection of text2cypher datasets, evaluations, and finetuning instructions☆215Updated 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
- 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…☆68Updated last year
- ☆115Updated last year
- ☆59Updated last year
- Semantic layer on top of a graph database to provide an LLM with a set of robust tools to interact with the database☆245Updated last year
- Create a knowledge graph out of unstructed legal text - use said knowledge graph in a graph augmented retrieval augmented generation pipe…☆62Updated last year
- RAG with Knowledge Graph☆38Updated last year
- GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization☆153Updated last month
- Demonstration an contract review Agent☆93Updated last year
- Automated knowledge graph creation SDK☆122Updated last year
- End to end solution for migrating CSV data into a Neo4j graph using an LLM for the data discovery and graph data modeling stages.☆140Updated last year
- Official code of the ACL 2025 paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"☆131Updated 4 months ago
- The long-term memory for your Superagents 🥷and LLMs 🤖. Built with GraphRAG, Knowledge graphs and autonomous ai agents☆64Updated 10 months ago
- Deep Research through Multi-Agents, using GraphRAG☆82Updated 3 months ago
- ☆60Updated last year
- Example GraphRAG Patterns☆149Updated 7 months ago
- ☆275Updated last year
- What, Why and How of LLMs.☆75Updated 2 months ago
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆190Updated last year
- RAGArch is a Streamlit-based application that empowers users to experiment with various components and parameters of Retrieval-Augmented …☆87Updated last year
- ☆300Updated 2 weeks ago
- Graph RAG AI assistant for Data Day Texas 2024☆72Updated last year