LLMAgentPapers
LLM Agent Papers
A collection of papers on the use of large language models in agent-based systems
Must-read Papers on LLM Agents.
2k stars
51 watching
105 forks
last commit: about 1 month ago
Linked from 2 awesome lists
agentagentsawsome-listenvironmentin-context-learninginstruction-followinginteractivelarge-language-modelsllmmultiagent-systemsnatural-language-processingnlppaper-listpromptreviewsurveysurveys
hyp1231/awesome-llm-powered-agent
ysymyth/awesome-language-agentsRelated projects:
| Repository | Description | Stars |
|---|---|---|
 agi-edgerunners/llm-agents-papers | Compiles and curates research papers on LLM-based agent architectures and applications | 1,127 |
 mpaepper/llm_agents | Builds agents controlled by large language models (LLMs) to perform tasks with tool-based components | 940 |
 agenta-ai/agenta | An end-to-end platform for building and deploying large language model applications | 1,624 |
 internlm/lagent | A lightweight framework for building agent-based applications using LLMs and transformer architectures | 1,924 |
 km1994/llmsninestorydemontower | Exploring various LLMs and their applications in natural language processing and related areas | 1,854 |
 nlpai-lab/kullm | Korea University Large Language Model developed by researchers at Korea University and HIAI Research Institute. | 576 |
 maximilian-winter/llama-cpp-agent | A tool for easy interaction with Large Language Models (LLMs) to execute structured function calls and generate structured output. | 505 |
 melih-unsal/demogpt | A comprehensive toolset for building Large Language Model (LLM) based applications | 1,733 |
 opengvlab/lamm | A framework and benchmark for training and evaluating multi-modal large language models, enabling the development of AI agents capable of seamless interaction between humans and machines. | 305 |
 johnnay/llm-lobbyist | An open-source project demonstrating the use of large language models to conduct corporate lobbying activities, including relevance assessment and letter drafting. | 170 |
 luogen1996/lavin | An open-source implementation of a vision-language instructed large language model | 513 |
 lazyagi/lazyllm | A low-code development tool for building multi-agent large language models applications | 1,039 |
 damo-nlp-sg/llm-zoo | A collection of information about various large language models used in natural language processing | 272 |
 mlgroupjlu/llm-eval-survey | A repository of papers and resources for evaluating large language models. | 1,450 |
 davidmigloz/langchain_dart | Provides a set of tools and components to simplify the integration of Large Language Models into Dart/Flutter applications | 441 |