zjunlp / LightMemLinks
LightMem: Lightweight and Efficient Memory-Augmented Generation
☆374Updated this week
Alternatives and similar repositories for LightMem
Users that are interested in LightMem are comparing it to the libraries listed below
Sorting:
- Implementation for OAgents: An Empirical Study of Building Effective Agents☆280Updated last month
- Official Repository for "Glyph: Scaling Context Windows via Visual-Text Compression"☆478Updated 2 weeks ago
- Resources for our paper: "Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training"☆161Updated 3 weeks ago
- Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL.☆486Updated 2 months ago
- Data Synthesis for Deep Research Based on Semi-Structured Data☆177Updated last week
- [EMNLP 2025] Awesome RAG Reasoning Resources☆344Updated 3 months ago
- MemGen: Weaving Generative Latent Memory for Self-Evolving Agents☆177Updated 2 weeks ago
- A-MEM: Agentic Memory for LLM Agents☆155Updated last week
- A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.☆785Updated 3 months ago
- DeepDive: Advancing Deep Search Agents with Knowledge Graphs and Multi-Turn RL☆204Updated last month
- ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization☆90Updated 5 months ago
- Efficient Agent Training for Computer Use☆132Updated 2 months ago
- 🛠️ DeepAgent: A General Reasoning Agent with Scalable Toolsets☆775Updated 2 weeks ago
- 🔥🔥🔥 ICLR 2025 Oral. Automating Agentic Workflow Generation.☆316Updated 3 months ago
- ☆231Updated 3 months ago
- Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcemen…☆479Updated 2 months ago
- DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents☆465Updated 3 months ago
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆133Updated last year
- Code and data for the Chain-of-Draft (CoD) paper☆335Updated 8 months ago
- An Open-Source Large-Scale Reinforcement Learning Project for Search Agents☆492Updated last month
- The evaluation benchmark on MCP servers☆223Updated 2 months ago
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆79Updated 2 weeks ago
- AgentFlow: In-the-Flow Agentic System Optimization☆1,255Updated this week
- ☆170Updated last week
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆112Updated 5 months ago
- Benchmarking Chat Assistants on Long-Term Interactive Memory (ICLR 2025)☆278Updated 3 weeks ago
- Training teachers with reinforcement learning able to make LLMs learn how to reason for test time scaling.☆348Updated 4 months ago
- ☆299Updated 5 months ago
- AgentEvolver: Towards Efficient Self-Evolving Agent System☆110Updated this week
- ☆134Updated last month