16 open-source projects similar to dcdmllm/worldgpt, ranked by shared indexed features. Tags may describe platforms or build tools rather than the same primary purpose. Check each project’s use case, license, and deployment requirements before treating it as a replacement.
The Tradememory Protocol is a persistent, multi-layered memory and audit framework designed for artificial intelligence trading agents. It provides a structured architecture for agents to maintain episodic, semantic, and procedural knowledge across trading sessions, ensuring that decision-making is informed by long-term recall and historical context. The framework distinguishes itself through a combination of cryptographic integrity and cognitive modeling. It employs a tamper-evident logging system that uses hashed sequences to verify the history of trading decisions, alongside an outcome-wei
AriGraph functions as the external memory architecture for large language models (LLMs), featuring a knowledge graph that is built from the ground up. This memory, configured as a semantic knowledge graph with added episodic vertices and edges, greatly improves the performance of…
The Cradle framework is a first attempt at General Computer Control (GCC). Cradle supports agents to ace any computer task by enabling strong reasoning abilities, self-improvment, and skill curation, in a standardized general environment with minimal requirements.
MemGPT is a memory management framework and external memory layer for large language models. It functions as a platform for building stateful AI agents that maintain a persistent identity and continuous context across multiple sessions. The system enables agents to bypass fixed context window limitations by using a virtual context windowing approach. This allows models to manage their own memory through internal commands to search, update, and delete stored information within a hierarchical structure of short-term working context and long-term archival storage. The framework provides a local
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
Sen Li, Ruochen Wang, Cho-Jui Hsieh, Minhao Cheng, Tianyi Zhou
This repository contains the main CALYPSO system from the paper CALYPSO: LLMs as Dungeon Masters’ Assistants. CALYPSO takes the form of a Discord bot that DMs can use to understand D&D monsters and brainstorm encounter ideas.
[Website](https://os-copilot.github.io/) [Arxiv](https://arxiv.org/abs/2402.07456) [PDF](https://arxiv.org/pdf/2402.07456.pdf) [Documentation](https://os-copilot.readthedocs.io/en/latest/)
NeurIPS'24 HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG Knowledge Graphs Personalized PageRank.
Welcome to the codebase for our paper, "Language Models can Solve Computer Tasks". In this codebase, you will find the implementation of our RCI agent, which uses a pre-trained language model to execute computer tasks in MiniWoB++ benchmark guided by natural language. The agent employs a simple…
User Behavior Simulation with Large Language Model based Agents
Agent-S is a multimodal AI agent and LLM desktop automation framework designed to control operating systems through graphical user interface interactions. It functions as a computer use interface, utilizing vision-language grounding to translate natural language goals into precise screen coordinates and system actions. The project differentiates itself by combining structured accessibility tree inspection with vision-based element localization. It manages cross-application workflows by mapping conceptual descriptions to physical pixels and simulating low-level keyboard and mouse events to mov
This repo provides the PyTorch source code of our paper: VideoAgent: Long-form Video Understanding with Large Language Model as Agent (ECCV 2024). Check out project page here!
To get started, clone the KARMA repository: ` git clone https://github.com/WZX0Swarm0Robotics/KARMA `
This is the official code implementation of paper From Commands to Prompts: LLM-based Semantic File System for AIOS.
Read this in Chinese (阅读中文版本).