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.
☆7,334Updated this week
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.☆6,358Updated last week
- A simple, easy-to-hack GraphRAG implementation☆3,065Updated 2 months ago
- Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.☆9,709Updated last week
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆1,842Updated last month
- "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆17,855Updated this week
- 🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)☆6,419Updated 5 months ago
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆26,017Updated last week
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,730Updated last week
- 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…☆8,117Updated this week
- Task-Aware Agent-driven Prompt Optimization Framework☆3,339Updated 3 weeks ago
- Ingest, parse, and optimize any data format ➡️ from documents to multimedia ➡️ for enhanced compatibility with GenAI frameworks☆6,593Updated 2 weeks ago
- Neo4j graph construction from unstructured data using LLMs☆3,622Updated this week
- Toolkit for linearizing PDFs for LLM datasets/training☆13,063Updated this week
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,492Updated this week
- RAG that intelligently adapts to your use case, data, and queries☆3,329Updated last week
- ☆6,557Updated last month
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,178Updated 7 months ago
- Keep searching, reading webpages, reasoning until it finds the answer (or exceeding the token budget)☆4,521Updated last week
- Build Real-Time Knowledge Graphs for AI Agents☆11,671Updated this week
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,367Updated last month
- pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tid…☆2,602Updated this week
- The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.☆3,855Updated this week
- A visual playground for agentic workflows: Iterate over your agents 10x faster☆5,176Updated last month
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information r…☆17,977Updated last week
- ☆4,088Updated last week
- Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/☆8,889Updated last month
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆2,459Updated last week
- An open-source RAG-based tool for chatting with your documents.☆22,677Updated 2 weeks ago
- Knowledge Agents and Management in the Cloud☆4,031Updated this week
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,831Updated 2 months ago