Best Fast GraphRAG Alternatives in 2025
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Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning - Revolutionary framework moving Pareto Frontier with 33.6% lower token cost and 16.62% higher accuracy over SOTA baselines.
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RAGFlow: The RAG engine for production AI. Build accurate, reliable LLM apps with deep document understanding, grounded citations & reduced hallucinations.
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ApeRAG: Production-ready GraphRAG for intelligent AI agents. Unlock deep context & reliable reasoning from all your multi-modal enterprise data.
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SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
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Memgraph: High-velocity graph database for real-time AI & analytics. Power LLMs with context-rich GraphRAG & C++ speed for instant insights.
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FalkorDB: Ultra-fast graph database. Achieve accurate GenAI with GraphRAG, eliminate LLM hallucinations, & scale 10K+ tenants with zero overhead.
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LightRAG is an advanced RAG system. With a graph structure for text indexing and retrieval, it outperforms existing methods in accuracy and efficiency. Offers complete answers for complex info needs.
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OpenRag is a lightweight, modular and extensible Retrieval-Augmented Generation (RAG) framework designed to explore and test advanced RAG techniques — 100% open source and focused on experimentation, not lock-in.
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Knowledge Graph Studio: Build reliable, accurate Agentic RAG & AI systems. Open-source platform for modular knowledge graphs & hybrid search, combining all your data.
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Ragie is a fully managed RAG-as-a-Service built for developers, offering easy-to-use APIs/SDKs, instant connectivity to Google Drive/Notion/and more, and advanced features like summary index and hybrid search to help your app deliver state-of-the art GenAI.
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GraphRAG using Ollama with Gradio UI and Extra Features
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Agentset is an open-source RAG platform that handles the entire RAG pipeline (parsing, chunking, embedding, retrieval, generation). Optimized for developer efficiency and speed of implementation.
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Ragdoll AI simplifies retrieval augmented generation for no-code and low-code teams. Connect your data, configure settings, and deploy powerful RAG APIs quickly.
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Ragcy turns your custom business data into powerful AI assistants. Build no-code chatbots, knowledge bases & search tools, no complex vector DBs.
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ChanceRAG is an enterprise-grade RAG solution. Combines hybrid retrieval, Mistral's model & Annoy. Boosts accuracy, handles large datasets. Customizable for all. Expert support.
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UltraRAG 2.0: Build complex RAG pipelines with low-code. Accelerate AI research, simplify development, and ensure reproducible results.
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Graphlit is an API-first platform for developers building AI-powered applications with unstructured data, which leverage domain knowledge in any vertical market such as legal, sales, entertainment, healthcare or engineering.
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The Graph is a decentralized protocol for indexing and querying blockchain data from over 90 different networks, making it easily accessible for developers and applications.
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GraphBit: Accelerate enterprise AI agent development. Build scalable, secure AI agents with Rust's speed & Python's ease. Outperform competitors.
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Accelerate reliable GenAI development. Ragbits offers modular, type-safe building blocks for LLM, RAG, & data pipelines. Build robust AI apps faster.
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Circlemind is an advanced RAG platform. Leverages knowledge graphs for superior accuracy. Handles dynamic data & complex queries. Ideal for various use cases. Try it now!
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RDFox: World's most performant knowledge graph & logic-based AI engine. Get 100% accurate, explainable insights from your complex data, instantly.
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HelloRAG is a no-code, easy-to-use and scalable solution to ingest human and machine generated multi-modal data for LLM-powered applications
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Graphiti is Knowledge Graph-based memory for AI agents. Automatically build rich graphs from changing business data & chat histories. Enable your Python agent with fast access to relevant, accurate data, even as it evolves over time. Visit our GitHub repo!
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ScrapeGraphAI is a web scraping python library that uses LLM and direct graph logic to create scraping pipelines for websites, documents and XML files. Just say which information you want to extract and the library will do it for you!
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NebulaGraph: The open-source distributed graph database. Handle trillion-scale data with millisecond latency & linear scalability for real-time apps.
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Build AI apps faster with Cloudflare AutoRAG. Managed RAG pipelines use your data for smarter, context-aware responses.
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Uncover hidden trends and patterns in your data effortlessly. Harness the power of AI with your data science copilot, turning complex data into clear insights.
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Making accurate decisions is difficult without trusted, connected and shared data. We help turn your data into a competitive advantage with Generative AI and seamless Large Language Model integration.
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Power your applications with knowledge graphs. Backed by the only graph database with vector search.