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inclusionAI: Bringing AI Advances to Everyday Life. A full-stack, open ecosystem spanning consumer AI services, agent infrastructure, model infrastructure, and open models — building a solid foundation for AGI.

AI Service
Consumer-facing AI assistants bringing AI advances into everyday life.
General
Ling Guang
Ling Guang
Omni-modal AI assistant
Financial
MA XIAO CAI
MA XIAO CAI
Financial AI Assistant
Healthcare
AQ
AQ
A Health Steward You Can Trust
Life Services
Payment, Transport, Home Assistant…
Everyday life services powered by AI
Agent Infra
Infrastructure for building, running, and improving autonomous agents.
Agent Harness
AWorld
AWorld
Search, understand, reproduce, and improve an idea with ease
Agentic Sandbox
AEnvironment
AEnvironment
Standardized environment infrastructure for Agentic AI development
Agent Search
ASearcher
ASearcher
An Open-Source Large-Scale Reinforcement Learning Project for Search Agents
Model Infra
Training, inference, and kernel infrastructure powering the models, for more info about our projects, visit our system page.
AI library
cuLA
cuLA
High-performance CUDA kernels for linear attention variants
Humming
Humming
GEMM kernel library specifically designed for quantized inference
Pre Train
DLRover
DLRover
An Automatic Distributed Deep Learning System
ATorch
ATorch
An industrial extension library of PyTorch to accelerate large scale model training
Post Train
AReaL
AReaL
The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible
Asystem
Asystem
A Post-training Self-learning Infrastructure
DLLM
dInfer
dInfer
An Efficient Inference Framework for Diffusion Language Models
dFactory
dFactory
Easy and Efficient dLLM Fine-Tuning
Model
Open-sourced across all sizes, all modalities, and all series, building a solid foundation for AGI, for more details and latest news, please refer to our model page or official website.
Language
Ling
A Large Language Model for Multi-Modal Understanding and Generation
Multimodal
Ming
A Multi-Modal Understanding and Generation Model
Reasoning
Ring
A Reasoning Model for Multi-Modal Understanding and Generation
Efficiency
LLaDA
A Series of Large Diffusion Language Models
Embodied Intelligence Model
Bridging intelligence from the digital realm to the physical world, for more details and latest news, please refer to our official website.
Visual Foundation Model
LingBot-Vision
A spatially-native visual foundation model built on stitched-boundary modeling.
Spatial Perception Model
LingBot-Depth
A high-precision depth perception model that lets robots clearly see transparent and reflective objects.
3D Reconstruction Model
LingBot-Map
A purely autoregressive streaming 3D reconstruction foundation model, enabling high-precision real-time 3D reconstruction from long videos of over 10,000 frames.
World Model
LingBot-World
A high-fidelity, controllable, and logically-consistent world model providing interactive physics simulation environments.
VLA Model
LingBot-VLA
A cross-embodiment, multi-task open-source embodied foundation model for robotic manipulation.
Video-Action World Model
LingBot-VA
A world-action model for dynamic physical interaction, improving robot generalization and real-time reasoning.
Video Generation Model
LingBot-Video
A video foundation model for multi-scene dynamic generation, covering real-world physics, human actions, robot tasks, and open-scene creation.