This is the Linux app named Youtu-GraphRAG whose latest release can be downloaded as v0.2.1sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
Download and run online this app named Youtu-GraphRAG with OnWorks for free.
Follow these instructions in order to run this app:
- 1. Downloaded this application in your PC.
- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 3. Upload this application in such filemanager.
- 4. Start the OnWorks Linux online or Windows online emulator or MACOS online emulator from this website.
- 5. From the OnWorks Linux OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 6. Download the application, install it and run it.
SCREENSHOTS
Ad
Youtu-GraphRAG
DESCRIPTION
Youtu-GraphRAG is a research framework developed by Tencent for performing complex reasoning using graph-based retrieval-augmented generation. The system combines knowledge graphs, retrieval mechanisms, and agent-based reasoning into a unified architecture designed to handle knowledge-intensive tasks. Instead of relying solely on text retrieval, the framework organizes information into structured graph schemas that represent entities, relationships, and attributes. These structures allow the system to perform multi-hop reasoning by decomposing complex questions into smaller queries that can be executed across different parts of the graph. The framework also incorporates hierarchical community detection algorithms that organize knowledge into clusters, improving both retrieval efficiency and reasoning performance. In addition to graph construction and retrieval, the system integrates iterative reasoning techniques that refine answers through multiple retrieval and reasoning cycles.
Features
- Graph-based retrieval-augmented generation framework for complex reasoning
- Schema-guided knowledge graph construction and expansion
- Multi-hop reasoning through query decomposition and retrieval agents
- Hierarchical community detection for organizing large knowledge graphs
- Iterative reasoning loops using retrieval chain-of-thought methods
- Support for domain-specific knowledge bases and enterprise datasets
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/youtu-graphrag.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
