Best UltraRAG Alternatives in 2025
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SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
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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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RAGFlow: The RAG engine for production AI. Build accurate, reliable LLM apps with deep document understanding, grounded citations & reduced hallucinations.
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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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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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Stop guessing. Ragas provides systematic, data-driven evaluation for LLM applications. Test, monitor, and improve your AI with confidence.
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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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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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RagaAI Catalyst: The unified platform for building & deploying reliable AI agents. Get end-to-end testing, LLM guardrails, & multi-agent tools.
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Find the best-performing RAG setup for YOUR data and use-case with RagBuilder’s hyperparameter tuning. No more endless manual testing.
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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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Evaluate & improve your LLM applications with RagMetrics. Automate testing, measure performance, and optimize RAG systems for reliable results.
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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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Build AI apps faster with Cloudflare AutoRAG. Managed RAG pipelines use your data for smarter, context-aware responses.
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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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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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Boost your LLMs with RAG-FiT: a modular framework for Retrieval-Augmented Generation optimization. Fine-tune, evaluate, and deploy smarter models effortlessly. Explore RAG-FiT now!
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Streamlined and promptable Fast GraphRAG framework designed for interpretable, high-precision, agent-driven retrieval workflows.
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PuppyAgent: Transform proprietary knowledge into self-evolving AI agents. Build powerful agentic RAG systems to automate workflows & boost insights.
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Krux AI is a toolkit that helps integrate your data into your AI apps using Retrieval Augmented Generation (RAG).
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Build & deploy production - ready Retrieval - Augmented Generation (RAG) apps with Contextual AI. Features RAG 2.0, quick build times, enterprise - grade security, and flexible deployments. Trusted by industry leaders. Start revolutionizing your business today!
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Connect external data to AI apps in minutes! Use the fastest way to link a retrieval engine for LLMs. With one API call, connect any data like websites, files. Built - in ingestion, processing, and syncing. Unified search, zero - setup vector database. Fair pricing, no markups. Join waitlist for early access.
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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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VARAG is a pioneering Retrieval-Augmented Generation tool, emphasizing visual data. Seamlessly integrating visual and textual content, it's ideal for complex documents. .
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Embedchain: The open-source RAG framework to simplify building & deploying personalized LLM apps. Go from prototype to production with ease & control.
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Accelerate LLM app development in Rust with Rig. Build scalable, type-safe AI applications using a unified API for LLMs & vector stores. Open-source & performant.
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Stop AI hallucinations. Nuclia's Agentic RAG-as-a-Service builds trustworthy AI knowledge from all your unstructured data for verifiable Generative AI.
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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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Command-R is a scalable generative model targeting RAG and Tool Use to enable production-scale AI for enterprise.