lliquid

Panpan XU's starred repositories

aider

aider is AI pair programming in your terminal

Language:PythonApache-2.037651 219 3742

letta

Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time.

Language:PythonApache-2.018528 135 1020

SuperClaude_Framework

A configuration framework that enhances Claude Code with specialized commands, cognitive personas, and development methodologies.

Language:PythonMIT15973 133 181

openai-agents-python

A lightweight, powerful framework for multi-agent workflows

Language:PythonMIT15029 174 849

verl

verl: Volcano Engine Reinforcement Learning for LLMs

Language:PythonApache-2.013774 75 1566

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.

Language:Jupyter NotebookNOASSERTION13202 169 6

ART

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more!

Language:PythonApache-2.07411 42 91

AutoAgent

"AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework"

Language:PythonMIT7363 102 54

Context-Engineering

"Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A frontier, first-principles handbook inspired by Karpathy and 3Blue1Brown for moving beyond prompt engineering to the wider discipline of context design, orchestration, and optimization.

Language:PythonMIT6940 87 6

mcp

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

Language:PythonApache-2.06496 61 367

micro-agent

An AI agent that writes (actually useful) code for you

Language:TypeScriptMIT4201 39 60

sdk-python

A model-driven approach to building AI agents in just a few lines of code.

Language:PythonApache-2.03497 35 383

Search-R1

Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL

Language:PythonApache-2.03217 21 145

container-use

Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.

Language:GoApache-2.03071 10 79

Biomni

Biomni: a general-purpose biomedical AI agent

Language:PythonApache-2.0218400

mini-swe-agent

The 100 line AI agent that solves GitHub issues or helps you in your command line. Radically simple, no huge configs, no giant monorepo—but scores 68% on SWE-bench verified!

Language:PythonMIT1724 6 151

mcp-crawl4ai-rag

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

Language:PythonMIT171200

Awesome-Embodied-Robotics-and-Agent

This is a curated list of "Embodied AI or robot with Large Language Models" research. Watch this repository for the latest updates! 🔥

Apache-2.01531 50 3

amazon-bedrock-agentcore-samples

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

Language:Jupyter NotebookApache-2.0966 16 98

verl-agent

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"

Language:PythonApache-2.0927 7 74