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.
☆8,422Updated last month
Alternatives and similar repositories for KAG
Users that are interested in KAG are comparing it to the libraries listed below
Sorting:
- Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.☆7,276Updated last month
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,978Updated 6 months ago
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,343Updated 3 months ago
- Neo4j graph construction from unstructured data using LLMs☆4,246Updated this week
- A simple, easy-to-hack GraphRAG implementation☆3,575Updated 5 months ago
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,283Updated last year
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,114Updated 4 months ago
- Task-Aware Agent-driven Prompt Optimization Framework☆3,732Updated 2 months ago
- Ingest, parse, and optimize any data format ➡️ from documents to multimedia ➡️ for enhanced compatibility with GenAI frameworks☆6,770Updated 3 weeks ago
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆30,060Updated this week
- Empowering RAG with a memory-based data interface for all-purpose applications!☆2,193Updated 3 months ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,241Updated last month
- [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆26,894Updated this week
- "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆1,634Updated 2 months ago
- RAG that intelligently adapts to your use case, data, and queries☆3,648Updated 2 months ago
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,401Updated 7 months ago
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆1,088Updated last year
- SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.☆7,552Updated last month
- Keep searching, reading webpages, reasoning until it finds the answer (or exceeding the token budget)☆5,034Updated 3 weeks ago
- pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tid…☆2,722Updated 2 weeks ago
- Build Real-Time Knowledge Graphs for AI Agents☆21,553Updated this week
- ☆10,082Updated 4 months ago
- Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-p…☆8,902Updated this week
- 📑 PageIndex: Document Index for Reasoning-based RAG☆4,435Updated 2 weeks ago
- Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.☆12,804Updated 3 months ago
- User Profile-Based Long-Term Memory for AI Chatbot Applications.☆2,470Updated 3 weeks ago
- RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry☆4,309Updated last month
- Official Implementation of "KBLaM: Knowledge Base augmented Language Model"☆1,431Updated 2 months ago
- UltraRAG v2: A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines☆2,386Updated this week
- 🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)☆6,721Updated 6 months ago