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A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations

Python 15,365 1,110 Updated Nov 5, 2025

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

Jupyter Notebook 3,163 319 Updated Feb 6, 2024

verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in-Group Policy Optimization for LLM Agent Training"

Python 1,133 96 Updated Oct 20, 2025

🔍 Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]

Python 1,078 95 Updated Aug 21, 2025

Build Real-Time Knowledge Graphs for AI Agents

Python 19,773 1,863 Updated Nov 5, 2025

Memory for AI Agents in 6 lines of code

Python 7,908 722 Updated Nov 5, 2025

A modular graph-based Retrieval-Augmented Generation (RAG) system

Python 29,006 3,034 Updated Nov 5, 2025

Official code of "RoboOmni: Proactive Robot Manipulation in Omni-modal Context"

Python 46 2 Updated Oct 29, 2025

Official Code of Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Python 1,837 206 Updated Oct 5, 2025

[NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Python 426 84 Updated Sep 6, 2024

The official repo of "WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents"

Python 84 1 Updated Sep 29, 2025
Python 85 6 Updated Oct 30, 2025

🛠️ DeepAgent: A General Reasoning Agent with Scalable Toolsets

Python 660 79 Updated Nov 2, 2025

MiniMax-M2, a model built for Max coding & agentic workflows.

1,345 93 Updated Nov 4, 2025

复现大模型相关算法及一些学习记录

Python 2,463 339 Updated Nov 1, 2025

Pokee Deep Research Model Open Source Repo

Python 1,604 1,009 Updated Oct 22, 2025

DeepAnalyze is the first agentic LLM for autonomous data science.

Python 1,604 192 Updated Nov 5, 2025
Python 39 Updated Oct 28, 2025

MemGen: Weaving Generative Latent Memory for Self-Evolving Agents

Python 153 12 Updated Nov 1, 2025

Official Implementation of Knowledge Flow Prompting

Python 33 2 Updated Oct 20, 2025

Deep Research Agent CognitiveKernel-Pro from Tencent AI Lab. Paper: https://arxiv.org/pdf/2508.00414

Python 421 42 Updated Oct 17, 2025
Python 56 Updated Oct 18, 2025
Python 719 60 Updated Jun 26, 2025

MiroThinker is open-source agentic models trained for deep research and complex tool use scenarios.

Python 524 45 Updated Nov 5, 2025

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

Python 12,221 1,117 Updated Sep 26, 2025

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.

Python 3,063 253 Updated Jul 25, 2025

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

Python 18 5 Updated Oct 16, 2025

Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.

Python 2,951 221 Updated Nov 5, 2025

A Survey of Reinforcement Learning for Large Reasoning Models

1,987 111 Updated Nov 5, 2025
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