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1. KnowledgeXLab/EvoEnv KnowledgeXLab/EvoEnv Public

   (ACL 2026 Findings) The Agent’s First Day: Benchmarking Learning, Exploration, and Scheduling in the Workplace Scenarios

   Python 12 1

2. KnowledgeXLab/LeanRAG KnowledgeXLab/LeanRAG Public

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

   Python 259 28

3. KnowledgeXLab/EvolveR KnowledgeXLab/EvolveR Public

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

   Python 124 7

4. KnowledgeXLab/KG-TRACES KnowledgeXLab/KG-TRACES Public

   Unleashing Explainable Reasoning in LLMs with Knowledge Graphs

   Python 13 4

5. KnowledgeXLab/P-OPD KnowledgeXLab/P-OPD Public

   Python 10

6. KnowledgeXLab/MemHarness KnowledgeXLab/MemHarness Public

   Memory Is Reconstructed, Not Replayed

   Python 121 12