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@KnowledgeXLab

KnowledgeX Lab

Knowledge Frontier Team @ Shanghai Artificial Intelligence Laboratory

Welcome to KnowledgeX Lab! We are excited to explore AGI for knowledge extraction, representation, organization, reasoning, and prediction.

Exploratory research directions include, but are not limited to:

  • Frontier research in AGI for Science (AGI4S)
  • Continuous, lifelong, and autonomous learning for intelligent agents
  • Human-in-the-loop human-agent co-evolution and next-generation HCI (e.g., Generative UI)

Popular repositories Loading

  1. RAKG RAKG Public

    Document-level Retrieval Augmented Knowledge Graph Construction

    Python 205 19

  2. LeanRAG LeanRAG Public

    Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval

    Python 141 23

  3. MemVerse MemVerse Public

    MemVerse: Multimodal Memory for Lifelong Learning Agents

    Python 137 10

  4. MUSE MUSE Public

    Learning on the Job: An Experience-Driven, Self-Evolving Agent for Long-Horizon Tasks

    Python 86 25

  5. HetaRAG HetaRAG Public

    Hybrid Deep Retrieval-Augmented Generation across Heterogeneous Data Stores

    Python 40 3

  6. O2-Searcher O2-Searcher Public

    A Searching-based Agent Model for Open-Domain Open-Ended Question Answering

    Python 34 3

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