AI Infra agents

[NAACL 2025] The implementation of paper "Hello Again! LLM-powered Personalized Agent for Long-term Dialogue".

MPO: Boosting LLM Agents with Meta Plan Optimization (EMNLP 2025 Findings)

Turn GitHub repositories into LLM tools. (ACL 2025)

[Patterns] MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning

Lightweight Python framework for creating intelligent AI agents with ease.

A personalized web workbench for Hermes Agent with setup packs, artifacts, memory-aware onboarding, and local+remote model workflows.

Awesome Agentic AI Learning Resource by DevKay is a curated roadmap for mastering Agentic AI—from ML foundations to production-ready agents. Features a 0–12+ month path, hands-on projects, top resources, agent architectures, and tools like LangChain and AutoGen.

A Go library for building performant, type-safe AI agents that execute structured reasoning workflows.

LeanAgent is a novel lifelong learning framework for formal theorem proving that continuously generalizes to and improves on ever-expanding mathematical knowledge without forgetting previously learned knowledge.

Your Desktop AI Staffs.

Agents and tools for using Quint with LLMs

gradio leaderboard modality:text eval:generation language:polish judge:auto test:public submission:manual

A framework for Ruby Gems to expose LLM context.

A Reinforcement Learning (RL) agent for Coverage Path Planning.

Synapse enables you to remotely manage a large number of hosts. It brings together features of Configuration Management and Orchestration in a lightweight framework. Written in Python and using AMQP for messaging between the nodes.

A declarative way to control LLMs.

A Settlers of Catan framework built in Python with AI agents

LLM agents done right, no over-engeneering and redundant complexity

Official implementation of MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems

This template deploys a Generative AI Virtual Assistant using Azure OpenAI and Bot Framework.

Agent Sessions is a desktop app for managing multiple AI agent sessions at once, written in Rust.

🧨 TradeTrap: Are LLM-based Trading Agents Truly Reliable and Faithful?

Utility and fun cogs for Red

Evidence-based decision framework for selecting the right Microsoft AI technology (M365 Copilot, Copilot Studio, Azure AI Foundry, Agent Service) for your business needs

Friendly Environment for Neural Networks (fenn) is a simple Python framework for building ML/DL workflows and LLM agents faster, with prebuilt trainers, agent templates, logging, configuration management, and much more.

Can AI Agents Build Bespoke LLM Serving Systems?

基于 Django + Vue 的 RAG 知识库问答系统，支持 Agent 推理、知识图谱、Wiki 自动生成和跨会话记忆。

gradio region:us

OpenAI document chatbot using llama-index, pinecone and chainlit. With incremental features, giving you the tools to go from a basic RAG into an advanced one.

An AI-powered assistant for your company's docs.

✨🦋 illufly - 【幻蝶】基于记忆蒸馏、资料检索的自我进化智能体

VerifAI initiative to build open-source easy-to-deploy generative question-answering engine that can reference and verify answers for correctness (using posteriori model)

Desktop Tiny Agent is a lightweight, modular desktop intelligent agent framework. It offers plugin extensibility, task scheduling (sync/async), configuration management, and unified logging, supporting dynamic plugin loading for task execution. With an out-of-the-box CLI and examples, it’s ideal for quickly building extensible automation assistants

a chatbot framework based on rails

Amazon MCP server to search & buy products using the L402

A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM

Multi-agent (path finding) planning framework

A simple RAG and Function Calling demo based on WPF and Semantic Kernel.

Socratic is a framework for building reliable vertical AI agents by letting human experts teach agents interactively, turning tacit domain knowledge into a continuously improving knowledge base.

A practical framework to ship quality software with AI agents in team environments

An example of a RAG backend plus UI

AgentTrace is a lightweight observability library to trace and evaluate agentic systems.

gradio region:us

Angular SDK for Building Agentic Apps + Generative UI

从零开始基于 LangGraph 和 Streamlit 实现基于本地模型的 RAG、Agent 应用

This is a repo for studying the application of LLM Agents on Games

A High-Efficiency System of Large Language Model Based Search Agents

The Unified Agent Kit for AI-Driven Development - A comprehensive toolkit for software development powered by AI Agents.

SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning

Implementation of a GPT-4o like Multimodal from Scratch using Python

Interact with any LLM service

Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning

Possibly futile attempt at grounding hype with theory and fundamentals

SemaClaw is an open-source framework for general-purpose personal AI agents.

A Context Engineering Framework for AI-Assisted Multi Agent Applications Development

A lightweight, single-file AI character chat application with full SillyTavern compatibility. Free, open-source, and runs instantly in any browser.

Visualize Pydantic AI agent workflows from Logfire traces as an interactive HTML diagram — tools, nested sub-agents, tokens and exact cost.

[ARCHIVED — superseded by skillos] Browser-native markdown agent workspace. Not related to llm_os.

AI agent 通用任务治理框架：对齐目标与事实，规划和调度能力，守住授权与风险边界，治理任务执行到真实验收与交付。Governance framework for evidence-driven planning, orchestration, and verified delivery.

Code for reproducing the ACL'23 paper: Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments

Self-hosting Langfuse on Amazon ECS with Fargate using CDK Python

😎 Sagentic.ai Agent Framework - Sagentic.ai is a unified platform for building, running and scaling autonomous agents.

A multi-agent framework for autonomous end-to-end development of radiomics and deep learning models for medical imaging

Active Ragdoll Training with Unity ML-Agents

This Guidance demonstrates how to address the complexity of troubleshooting Amazon EKS environments with multiple metrics and logs by implementing an agentic AI workflow that uses generative AI with RAG-enabled knowledge bases and chat interfaces to accelerate problem diagnosis.

Dynamic tool discovery and selection for Spring AI, enabling LLMs to work efficiently with large tool libraries by discovering tools on-demand instead of loading all definitions upfront.

GNAP — Git-Native Agent Protocol. RFC Draft for git-based agent orchestration. Zero servers.

使用LangGraph搭建多智能体客服系统

A tiny, vendor-neutral LLM client library — one interface (LLMClient) with pluggable adapters for OpenAI, AWS Bedrock and Google Gemini, or bring your own backend.

Deterministic, fail-open tool routing for Hermes Agent with an optional local-model fallback.

gradio region:us

transformers safetensors gguf gemma2 text-generation llama-factory

Connect AI agents across any network — zero config, encrypted, skill-based routing

Ask questions against any git repository, and get a response from OpenAI GPT-3 model.

CLI that scans directories for Cloud Provider SDK usage generates the IAM Policies/Permissions needed

This is an AI Agent based on FFmpeg. You just need to say a sentence, and it will help you process media files.

Elixir-native framework for building AI agents

Web application (UI) for Bee Stack.

Building LLaMA 4 MoE from Scratch

Open-source AI agent runtime built in Rust. Define once, deploy isolated instances per tenant with built-in memory, encrypted vault, self-extending skills, cron, and multi-channel support.

Distill any document corpus into a navigable skill hierarchy for LLM agents — no retrieval system needed at serve time.

transformers pytorch safetensors llama text-generation japanese

LAAP AGI - Zero-LLM Cognitive Architecture for Digital Lifeforms. Rust PSI core at 2000Hz, QRE quantum reasoning, EpisodicMemory, RulesEngine. 25+ modules, all local inference.

This sample shows how to quickly get started with LlamaIndex.ai on Azure 🚀

Private ChatGPT/Perplexity. Securely unlocks knowledge from confidential business information.

Demo UI for the axgen library

An agent framework using Spring AI

A framework for orchestrating AI agents using a mermaid graph

Local Agents is an add-on for Godot 4.5 to run LLMs locally in games

Experimental LLM agent/toolkit with direct Vim access using neovim/pynvim

Langchain tools to search/extract/transcribe text transcripts of Youtube videos. Some of this has been integrated into LangChain main branch

😎 A list of awesome projects related to LLM

forked from 24mlight/A_Share_investment_Agent

Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main

🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, consistent personalities powered by Clueo's Big Five personality engine.

由 LLM Agent 驱动的本地 Markdown 文献库管理与学术综述自动化系统

一键式多Agent编程助手

A framework for building nexuses of agents -- where intelligence emerges from interaction, not isolation.

🥇 Not Just Another Agent Framework, But a Bayesian Evolution Layer That Can Work Across Harnesses