OpenSPG / KAGLinks
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.
☆7,239Updated this week
Alternatives and similar repositories for KAG
Users that are interested in KAG are comparing it to the libraries listed below
Sorting:
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,707Updated last month
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆1,822Updated last month
- A simple, easy-to-hack GraphRAG implementation☆3,022Updated 2 months ago
- "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆17,437Updated last week
- Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.☆9,608Updated this week
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,449Updated 2 weeks ago
- Task-Aware Agent-driven Prompt Optimization Framework☆3,331Updated 2 weeks ago
- RAG that intelligently adapts to your use case, data, and queries☆3,320Updated 2 months ago
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆25,911Updated this week
- Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.☆6,274Updated 3 weeks ago
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,166Updated 7 months ago
- pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tid…☆2,586Updated 3 weeks ago
- An open-source RAG-based tool for chatting with your documents.☆22,483Updated last week
- Neo4j graph construction from unstructured data using LLMs☆3,574Updated 2 weeks ago
- Build resilient language agents as graphs.☆14,228Updated last week
- Build Real-Time Knowledge Graphs for AI Agents☆11,432Updated this week
- ☆3,889Updated this week
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,824Updated last month
- Official Implementation of "KBLaM: Knowledge Base augmented Language Model"☆1,315Updated last month
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆2,425Updated this week
- RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry☆4,101Updated 4 months ago
- Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you ne…☆8,030Updated last week
- AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation☆4,039Updated this week
- 🚀 The fast, Pythonic way to build MCP servers and clients☆12,692Updated this week
- 🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)☆6,394Updated 5 months ago
- Desktop app for prototyping and debugging LangGraph applications locally.☆2,952Updated this week
- The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.☆3,782Updated this week
- 🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation☆17,060Updated last week
- RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.☆56,603Updated this week
- Supercharge Your LLM Application Evaluations 🚀☆9,535Updated this week