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.
☆8,606Jan 28, 2026Updated last month
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…☆2,037Jul 5, 2025Updated 8 months ago
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆31,296Mar 6, 2026Updated last week
- RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to creat…☆74,968Updated this week
- [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆29,184Updated this week
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,372Sep 10, 2025Updated 6 months ago
- Build Real-Time Knowledge Graphs for AI Agents☆23,438Updated this week
- An open-source RAG-based tool for chatting with your documents.☆25,193Updated this week
- Build, run, manage agentic software at scale.☆38,516Mar 7, 2026Updated last week
- Task-Aware Agent-driven Prompt Optimization Framework☆3,816Oct 13, 2025Updated 5 months ago
- Universal memory layer for AI Agents☆49,365Updated this week
- An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.☆27,985Sep 30, 2025Updated 5 months ago
- A simple, easy-to-hack GraphRAG implementation☆3,718Jan 27, 2026Updated last month
- Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.☆55,756Mar 7, 2026Updated last week
- A programming framework for agentic AI☆55,559Updated this week
- Production-ready platform for agentic workflow development.☆131,572Mar 7, 2026Updated last week
- Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.☆15,126Mar 4, 2026Updated last week
- Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.☆7,705Nov 19, 2025Updated 3 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,267Sep 4, 2025Updated 6 months ago
- LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows☆6,477Mar 6, 2026Updated last week
- ⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-p…☆14,577Updated this week
- RAG that intelligently adapts to your use case, data, and queries☆3,718Nov 1, 2025Updated 4 months ago
- AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents☆18,241Updated this week
- 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN☆61,687Updated this week
- Neo4j graph construction from unstructured data using LLMs☆4,494Mar 6, 2026Updated last week
- pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tid…☆2,745Jan 9, 2026Updated 2 months ago
- Get your documents ready for gen AI☆55,513Updated this week
- Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.☆53,648Updated this week
- Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.☆21,456Mar 4, 2026Updated last week
- Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work t…☆45,821Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆68,351Updated this week
- FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data process…☆27,339Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆72,827Updated this week
- Toolkit for linearizing PDFs for LLM datasets/training☆17,008Updated this week
- 🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org☆16,292Updated this week
- 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.☆22,891Feb 2, 2026Updated last month
- Convert PDF to markdown + JSON quickly with high accuracy☆32,278Mar 4, 2026Updated last week
- Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.☆21,133Mar 11, 2025Updated last year
- The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configration.