Official implementation for "DK-VLM: Geometry as Position for Spatial Reasoning in Vision-Language Models"
Code for 'Reasoning on the Manifold: Bidirectional Consistency for Self-Verification in Diffusion Language Models' (ICML 2026)
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
Graph-Native Infrastructure for Context and Accountable AI Systems
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
OpenCompass is an LLM evaluation platform, supporting a wide range of models from OpenAI, Anthropic, Gemini, Qwen, GLM, DeepSeek, etc, across 100+ datasets covering knowledge, reasoning, coding, science, language, long-context, and safety.
Democratizing Reinforcement Learning for LLMs
The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
Python Toolkit for Causal and Probabilistic Reasoning
J-Space Cognition Suite — a model-agnostic inference-time control suite for deep reasoning, long-horizon work, verification, and recovery. Based on Anthropic's J-space global workspace research.
Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
GLM-4.6V/4.5V/4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
HRM-Text is a 1B text generation model based on the HRM architecture, strengthened by task completion and latent space reasoning.
Democratizing AI scientists with ToolUniverse
A collection of AI Agents papers (Updated biweekly)
OctoTools: An agentic framework with extensible tools for complex reasoning
Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库,系统性整理了与 大模型记忆(LLM Memory)与智能体记忆(Agent Memory) 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。
[Neurips 2025] R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.
[NeurIPS 2026] Recursive Multi-Agent Systems
The complete post-training stack for LLMs, plus RL for any problem. SFT, DPO and multi-turn agentic RL, with evolutionary hyperparameter optimization built in.
Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.
The foundation layer for agentic intelligence.
AI agents with graph based reasoning memory, scaffolded in seconds
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
Official Codebase for "Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights" (ICML 2026 Spotlight)
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
Open-source multi-provider AI gateway for Claude Code and other coding agents, with model routing, streaming, tools, reasoning, fallbacks, and local model support
HugAgentOS: The Self-Evolving AgentOS for Ontology-Grounded Trustworthy Reasoning
Compose multimodal datasets 🎹
A graph-native memory system for AI agents and context graphs. Store conversations, build knowledge graphs, and let your agents learn from their own reasoning — all backed by Neo4j.
EdgeRock: Strong Reasoning at Constant Memory. Multimodal models with O(N) generation and O(1) persistent history. Inference and evaluation code.
Jeeves – Reasoning improves Jev-like decision models
Code as World: Agentic Discovery of Executable World Representations for Physical Reasoning
[MobiSys 2026] A large-scale, multimodal dataset and benchmark for Human Action Recognition, Understanding and Reasoning
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.
Reference implementation of FINESSE: self-reflective multi-agent financial reasoning with dynamic expert routing and ethical verification.
Eyes are All JEV Needs - real time visual devisions from RGB, video and RGB-D cameras.
RAG ReAct Agent - A Retrieval-Augmented Generation system with ReAct (Reasoning+Acting) agent loop for intelligent question answering with multi-hop reasoning
S-Space: Exploring Spatial Workspace in Multimodal Models
🎬 OraRL — Annotations as Rollouts for efficient, scalable reinforcement learning of unified video MLLMs.
[NeurIPS 2026] State of Thought Enables Endogenous Reasoning
Awesome paper list for reasoning generalization in LLMs.
LiLa-WAM: Lightweight Latent Reasoning World-Action Model for Robotic Manipulation
HEXIS. Compile SKILL.md into state machines: deterministic execution order via transition guards, LLM reasoning scoped inside states.
Tame3D research framework: evidence-grounded multi-agent 3D reasoning with scene-level conformal uncertainty alignment
Community registry of LLM serving-path traps that produce confidently wrong measurements: templates, tool parsers, reasoning fields, quant kernel paths, CUDA toolchains, KV allocation, eval harnesses, versioning. Symptom-first, with the check that catches each.
Official code for Fold2Reason: Enhancing general reasoning in language models through protein-structure post-training.
VLCoT research implementation: stage-verifiable latent reasoning, observation-based verification, and dependency-aware local repair.
TempoVista is the official implementation of Dyn-3D, a benchmark and training pipeline for 3D spatial reasoning in vision-language models. The release contains frame-selection tools, SFT and Kinematic-GSPO training code, benchmark evaluation scripts, Dyn-3D annotations, and checkpoints for Qwen3-VL and InternVL3.5.
Open-source financial multimodal LLM for document understanding, chart/table reasoning, numerical reasoning, and financial analysis, with SFT, dual-branch RL, MOPD distillation, and public benchmark evaluation.
[ICML 2026] Let LLMs invent and evolve languages for efficient reasoning.
Public reproducibility bundle for open-world deep-research reasoning evaluation
[Public preview] Hard human-written reasoning puzzles: 749 answered items in 15 topics (707 scored core), with protocol and scorer.
Learning Spatial Reasoning through Interaction with the Observable Physical World
Probe the fractal convergence landscape of reasoning models
web app for chatting with llms on openrouter with leaked unabridged reasoning