📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
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🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
- bert
- sentence-encoding
- deep-learning
- clip-model
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.
- knowledge-graph
- large-language-model
- logical-reasoning
- multi-hop-question-answering
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.
- evaluation
- benchmark
- large-language-model
- llm
Democratizing Reinforcement Learning for LLMs
- agent-framework
- agentic-workflow
- distributed-training
- llm-training
The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.
- llm
- llm-reasoning
- machine-learning-systems
- mlsys
Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
- agent-memory
- agentic-ai
- ai-reasoning
- episodic-memory
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains
- managed-by-terraform
Simple RL training for reasoning
MiniMax-M1, the world's first open-weight, large-scale hybrid-attention reasoning model.
- large-language-models
- llm
- reasoning-models
- minimax-m1
Skywork-R1V is an advanced multimodal AI model series developed by Skywork AI, specializing in vision-language reasoning.
- deepseek-r1
- llm
- r1v
- reasoning
Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics
- agent-rl
- agentic-ai
- llm-agents
- reinforcement-learning
Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
拼好RAG：手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索；整合DeepSearch技术实现私域RAG的推理；自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construction and search. Combine DeepSearch for private RAG reasoning. Create a custom evaluation framework for GraphRAG.
- deepresearch
- deepsearch
- evaluation
- graphrag
HRM-Text is a 1B text generation model based on the HRM architecture, strengthened by task completion and latent space reasoning.
- large-language-models
- pretraining
- hierarchical-reasoning-model
- hrm
A SOTA open-source image editing model, which aims to provide comparable performance against the closed-source models like GPT-4o and Gemini 2 Flash.
- image-editing
- reasoning
- visual-reasoning
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.
- agents
- calibration
- classification
- decision-making
EdgeRock: Strong Reasoning at Constant Memory. Multimodal models with O(N) generation and O(1) persistent history. Inference and evaluation code.
Official Repository of paper OmniReasoning: Pushing the Limits of Audio-Visual Joint Reasoning
[ICML 2026] Let LLMs invent and evolve languages for efficient reasoning.