[Up-to-date] Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Autonomous Agents (LLMs) research papers. Updated Daily.

All the code and materials related to our YouTube channel (TwoSetAI)

The D-CIPHER and NYU CTF baseline LLM Agents built for NYU CTF Bench

[ICML 2025] Official resources of "KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search".

The LLMAgentOps Toolkit is a repository that provides a foundational structure for building LLM Agent-based applications using the Semantic Kernel. It serves as a starting point for data scientists and developers, facilitating experimentation, evaluation, and deployment of LLM Agent-based applications to production.

The official source code for "Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling" (ACL 2024, Findings)

Official code of "The Automated but Risky Game: Modeling Agent-to-Agent Negotiations and Transactions in Consumer Markets"

How to build LLM agents with Magentic

MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture

Simple Code Creator & Debugger using LLM Reflection

LLM Agent Routing Project: This project implements a routing system for user queries using LangChain and Groq's Gemma2-9b-It model. The system intelligently routes questions to arxiv, Wikipedia, or an LLM based on the context, offering efficient and targeted responses for AI research, human information, or general queries.

Source code for Automated Profile Inference with Language Model Agents

The Dating Agent is a voice-enabled AI assistant designed for matchmaking and general information, integrating with Locanto for enhanced browsing. With features like real-time chat and LLM-based tool orchestration, it provides a seamless user experience. 🛠️💬

NEWSimplify is a cutting-edge AI-powered news assistant built using Python and seamlessly integrating custom tools with the powerful Llama 3.1-70B large language model (LLM). This smart AI agent fetches and summarizes the latest news articles on any topic of interest, offering users a dynamic, chat-based interface for effortless interaction.

Jagrut

Chat-with-Your-Documents is an AI-powered document chatbot using RAG, FastAPI, and React.js for local PDF question answering.