Query Engine for AI Analytics: Build self-reasoning agents across all your live data

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL

Logic Language for LLMs 🌱🐋🌍 Build Neuro-Symbolic AI for learning and reasoning

Multimodal deep-research MLLM and benchmark. The first long-horizon multimodal deep-research MLLM, extending the number of reasoning turns to dozens and the number of search-engine interactions to hundreds.

基于 Gemini 的可视化多智能体深度推理引擎 | A visual multi-agent deep reasoning engine powered by Gemini, featuring dynamic planning, chain-of-thought visualization, and multi-session management. Built with React 19 + TypeScript + Vite 6.

3D Pathfinding system plugin for Unreal Engine 5.6, using Sparse Voxel Octrees. Now overhauled for UE5 with optimisations and tactical reasoning

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Full-stack open-source AI engine for building language models — tokenizer training, transformer architecture, cognitive reasoning and chat pipeline.

Automated Reasoning Engine and Flow Based Programming Framework

A CSS specification and reasoning engine

DARE: Deception Analysis and Reasoning Engine

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.

[NO LONGER MAINTAINED, SUPERSEDED BY https://github.com/trueagi-io/chaining]. Unified Rule Engine. Graph rewriting system for the AtomSpace. Used as reasoning engine for OpenCog.

MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine 🤔

LLM-powered Crypto Trading Framework with Vision AI chart analysis, real-time Neural Engine, and a live monitoring dashboard at semanticsignal.qrak.org. Features memory-augmented reasoning and professional risk metrics.

The ErgoAI reasoning engine, an advanced object-oriented knowledge management system

Adaptive Reasoning Engine for Efficient and Context-Aware Intelligence

Research Agent for multi-hop reasoning QA — 1st place in Alibaba Cloud Data+AI Global Competition (College Track). Built on PAI-LangStudio with Qwen models, featuring ReAct reasoning, dual-engine search, and web content extraction.

A SPARQL database, RDF Stream Processing Engine and RDF toolkit, supporting Neurosymbolic Stream Reasoning

Evidence-driven causal reasoning engine — build knowledge graphs, propagate beliefs, and explore what-if scenarios with AI-powered analysis.

A systematic, AI-powered penetration testing reasoning engine (MCP server) for attack path planning, CTF/HTB solving, and automated pentest workflows. Features Beam Search, MCTS, attack step scoring, and tool recommendations.

Streaming reasoning layer for AI. Incremental rules engine with vector search, graph traversal, and explainable derivation traces.

Code for PuzzleJAX, a benchmark for reasoning and learning, that reimplements PuzzleScript, a concise and expressive DSL and game engine for grid-based puzzle games, in JAX.

Symbolic analysis of discrete dynamical systems

🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Powered by MCP-Protocol & LLM reasoning. High-frequency arbitrage on Solana, Base, and EVM L2s. Built by Cortex Software Labs.

Reasoning as the Engine: The Evolution from Medical LLMs to Versatile Medical Agents

Online engine for reasoning about the Noise Protocol Framework.

A causal inference engine for deep learning training that provides structured explanations of neural network training failures. Understand why your model failed during training through semantic analysis and abductive reasoning, not raw tensor inspection.

Thoughtful Lightning AI Assistant - Dual-engine system with DeepSeek reasoning and Groq inference, featuring Gradio UI, secure API management, and modern Python tooling