Best Circlemind 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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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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Cognita: The modular RAG framework for MLOps. Build scalable, production-ready RAG applications from your prototypes.
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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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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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Enhance your RAG! Cognee's open-source semantic memory builds knowledge graphs, improving LLM accuracy and reducing hallucinations.
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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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ApeRAG: Production-ready GraphRAG for intelligent AI agents. Unlock deep context & reliable reasoning from all your multi-modal enterprise data.
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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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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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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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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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PuppyAgent: Transform proprietary knowledge into self-evolving AI agents. Build powerful agentic RAG systems to automate workflows & boost insights.
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Frustrated with the accuracy of vector-based RAG on long professional documents?You need a reasoning-native RAG system without vector DBs.
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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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Build accurate AI apps fast with your data. Morphik: ColPali vision, KV cache, & intelligent data processing. Stop AI hallucinations!
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Get reliable AI insights. Lettria's GraphRAG unlocks your data's potential, providing traceable, accurate answers you can trust.
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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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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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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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Build AI apps faster with Cloudflare AutoRAG. Managed RAG pipelines use your data for smarter, context-aware responses.
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Streamlined and promptable Fast GraphRAG framework designed for interpretable, high-precision, agent-driven retrieval workflows.
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Papr is an end-to-end memory and RAG solution combining vector embeddings and knowledge graphs in one simple API call
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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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Ragenaizer: Transform documents into AI for bias-free recruitment, easy data analysis, & 24/7 customer engagement. Unlock insights & boost efficiency.
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Discover Iris.ai, an AI-powered platform for researchers. Enjoy smart search, filters, reading list analysis, auto-generated summaries, and data extraction. Save time and enhance accuracy with Researcher Workspace.
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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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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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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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Captain: Deterministic, 95% accurate insights from enterprise data. Replace unreliable RAG with ultra-fast, verifiable context retrieval.