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Multi-agent Deep-research System supports AI agents, automated workflows, orchestration, or delegated tasks.

MultiSong Leaderboard is an AI tool or resource for chat, research, automation, media generation, or model development.

Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.

An interactive eBook that compiles an extensive collection of research papers on large language model (LLM)-based multi-agent systems.

Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

Multi Agent Chat supports AI agents, automated workflows, orchestration, or delegated tasks.

Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.

Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.

Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.

Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.

Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.

Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.

Multi-Agents for Clinical Decision Making provides machine-learning models, research, training resources, or evaluation tools.

It implemented multi-perceptrons neural network (ニューラルネットワーク) based on Back Propagation Neural Networks (BPN) and designed unlimited-hidden-layers.

MultiAgent CodeTask supports AI agents, automated workflows, orchestration, or delegated tasks.

MultiOn provides machine-learning models, research, training resources, or evaluation tools.

Tribuo is a Java ML library for multi-class classification, regression, clustering, anomaly detection and multi-label classification.

Run LLM backends, APIs, frontends, and services with one command.

A comparative framework for multimodal recommender systems with a focus on models leveraging auxiliary data.

Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.

Build, packaging, and run system for ephemeral multi-container environments.

Define rules for communication and cooperation.

Enterprise-grade Voice AI simulation SDK for scenario-driven stress testing of multimodal and agentic systems.

Curated list of Federated Learning Systems related academic papers, articles, tutorials, slides and projects.