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@KnowledgeXLab

KnowledgeX Lab

Knowledge Frontier Team @ Shanghai Artificial Intelligence Laboratory
README.md

Welcome to KnowledgeX Lab!

We are thrilled to dive deep into AGI technologies focusing on knowledge extraction, representation, organization, reasoning and predictive modeling.

Exploratory Research Directions

Our research scope covers (but is not limited to) the following cutting-edge fields:

  • 🤖 Lifelong, continuous & autonomous learning for intelligent agents
  • 📖 Autonomous Knowledge Structuring, Fusion and Generation
  • 🔬 Frontier AGI for Scientific Discovery (AGI4S)
  • 👥 human-agent co-evolution & next-gen HCI (e.g., Generative UI)

Popular repositories Loading

  1. LeanRAG LeanRAGPublic

    (AAAI 2026) Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval

    Python 258 28

  2. RAKG RAKGPublic

    Document-level Retrieval Augmented Knowledge Graph Construction

    Python 202 20

  3. MemVerse MemVersePublic

    MemVerse: Multimodal Memory for Lifelong Learning Agents

    Python 155 12

  4. EvolveR EvolveRPublic

    (ICML 2026) Self‑Evolving LLM Agents through an Experience‑Driven Lifecycle

    Python 116 7

  5. MemHarness MemHarnessPublic

    Memory Is Reconstructed, Not Replayed

    Python 115 11

  6. MUSE MUSEPublic

    (ACL 2026 Findings) Learning on the Job: An Experience-Driven, Self-Evolving Agent for Long-Horizon Tasks

    Python 101 31

Repositories

Showing 10 of 29 repositories
  • IterCAD Public

    IterCAD official code

    KnowledgeXLab/IterCAD's past year of commit activity
    Python 3Apache-2.0 0 0 0 Updated Aug 27, 2026
  • Heta Public

    Multimodal knowledge base for AI agents. Turn documents of any kind into queryable knowledge, give agents persistent memory, and generate structured insights — all in one platform.

    KnowledgeXLab/Heta's past year of commit activity
    Python 14AGPL-3.0 1 0 0 Updated Aug 17, 2026
  • KnowledgeXLab.github.io Public

    https://knowledgexlab.github.io

    KnowledgeXLab/KnowledgeXLab.github.io's past year of commit activity
    CSS 0 0 0 0 Updated Aug 12, 2026
  • P-OPD Public
    KnowledgeXLab/P-OPD's past year of commit activity
    Python 8MIT 0 1 0 Updated Aug 12, 2026
  • MemHarness Public

    Memory Is Reconstructed, Not Replayed

    KnowledgeXLab/MemHarness's past year of commit activity
    Python 115Apache-2.0 11 0 0 Updated Aug 7, 2026
  • Heta_Framework Public

    Composable knowledge-base framework for building, searching, and evaluating RAG systems from recipes.

    KnowledgeXLab/Heta_Framework's past year of commit activity
    Python 3AGPL-3.0 0 0 0 Updated Aug 5, 2026
  • ma4cd Public

    A multi-agent pipeline for open web data asset discovery, mining, auditing and accumulation.

    KnowledgeXLab/ma4cd's past year of commit activity
    Python 2 0 0 0 Updated Jul 20, 2026
  • MUSE Public

    (ACL 2026 Findings) Learning on the Job: An Experience-Driven, Self-Evolving Agent for Long-Horizon Tasks

    KnowledgeXLab/MUSE's past year of commit activity
    Python 101MIT 31 2 0 Updated Jul 20, 2026
  • ASSEMCAD Public

    Official Implementation of "ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language"

    KnowledgeXLab/ASSEMCAD's past year of commit activity
    JavaScript 4 0 1 0 Updated Jul 16, 2026
  • SemFlowRAG Public

    SemFlowRAG: Reconstructs the flat retrieval space into a corpus-adaptive semantic gradient graph

    KnowledgeXLab/SemFlowRAG's past year of commit activity
    Python 20MIT 0 0 0 Updated Jul 11, 2026
View all repositories

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