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.
Python library and SDK that builds a hierarchical tree index of documents so an LLM can reason through it for retrieval, without vector databases or chunking.
Official Repository of paper OmniReasoning: Pushing the Limits of Audio-Visual Joint 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.
Graph-Native Infrastructure for Context and Accountable AI Systems
Perturb-and-continue causal tests of chain-of-thought: does the written reasoning actually constrain the answer? Code, data, and probes for "From Decorative to Load-Bearing: Task Difficulty Shapes the Causal Role of Chain-of-Thought" (TMLR 2026).
[Technical Report] Locate, Segment, and Reason.
Code for 'Reasoning on the Manifold: Bidirectional Consistency for Self-Verification in Diffusion Language Models' (ICML 2026)
AI agent can create video content better than you. No reason why you do it manually in google flow!
Geetest v4 slide, icon, gobang & ai solver - 100% python implementation - no browser needed
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
Official implementation for "DK-VLM: Geometry as Position for Spatial Reasoning in Vision-Language Models"
[ICML 2026] Let LLMs invent and evolve languages for efficient reasoning.
Trae CN model relay: OpenAI-compatible Chat/Responses API with tool calling, reasoning effort, multi-account polling and checkin
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.
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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.
HugAgentOS: The Self-Evolving AgentOS for Ontology-Grounded Trustworthy Reasoning
Jeeves – Reasoning improves Jev-like decision models
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Lightning ⚡️ fast forecasting with statistical and econometric models.
NeuralProphet: A simple forecasting package
Python Toolkit for Causal and Probabilistic Reasoning
HRM-Text is a 1B text generation model based on the HRM architecture, strengthened by task completion and latent space reasoning.
A collection of AI Agents papers (Updated biweekly)
Broadcast & Cable TV simulator
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 2026] Recursive Multi-Agent Systems
Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
Python bindings to PDFium, reasonably cross-platform.
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.
100% 全地端 AI 語音工具箱:即時轉錄、即時翻譯、錄音檔批次處理、講者辨識、會議摘要,所有 AI 模型皆在自有設備上運行,資料不經過任何雲端服務。
EdgeRock: Strong Reasoning at Constant Memory. Multimodal models with O(N) generation and O(1) persistent history. Inference and evaluation code.
Render Mermaid diagrams in your terminal or Python app
Free, open-source ASO keyword research tool for macOS. No API keys, no accounts, and your research stays on your Mac.
Code as World: Agentic Discovery of Executable World Representations for Physical Reasoning
Reference implementation of FINESSE: self-reflective multi-agent financial reasoning with dynamic expert routing and ethical verification.
LiLa-WAM: Lightweight Latent Reasoning World-Action Model for Robotic Manipulation
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Open platform for ultrasonic power and data transfer through solid metal walls — through steel without a single hole
TTPO: Test-Time Policy Optimization
The autonomous desktop assistant that does your actual work — now evolved with the power to code, test, and invent its own new skills on the fly.
[NeurIPS 2026] Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning
[NeurIPS 2026 Oral] DORA: Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations
A Flipper Zero that stops guessing and starts reasoning: ML-guided RFID/NFC fuzzing & access-control auditing that turns raw card reads into a prioritized, explainable security assessment. Defensive-use only.
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
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
Less rage, more chill.
GLM-4.6V/4.5V/4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
Super timeline all the things
Python API and command line tool for Tuya WiFi smart devices using a direct local area network (LAN) connection or the cloud (TuyaCloud API).
Democratizing AI scientists with ToolUniverse
OctoTools: An agentic framework with extensible tools for complex reasoning
[Neurips 2025] R-KV: Redundancy-aware KV Cache Compression for Reasoning Models