Best Kotaemon Alternatives in 2025
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RLAMA is a powerful AI-driven question-answering tool for your documents, seamlessly integrating with your local Ollama models. It enables you to create, manage, and interact with Retrieval-Augmented Generation (RAG) systems tailored to your documentation needs.
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WeKnora: Unlock secure, accurate insights from your private documents. Build a powerful AI knowledge base with full control. Open-source RAG.
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Dabarqus gives you a practical way to add retrieval-augmented generation (RAG) to your app in less than 9 lines of code. Chat with your PDFs, summarize emails and messaging, and digest a vast range of facts, figures, and reports. A dash of genius for your LLM.
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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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Ragchat is an AI-powered document interaction tool. Upload PDF, Word, and text files. Converse with docs, get source validation. Ideal for research & business.
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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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Katara is a cutting-edge agentic workflow automation platform for DevX Teams - manage a fleet of AI workers and extend your teams bandwidth.
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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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Streamline research processes and extract valuable insights with DocumentQnA. Upload your documents and get accurate answers within seconds.
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DevDocs: Automate technical documentation! Crawl, clean, & export to Markdown/JSON. Integrate with LLMs. Free & open-source.
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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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Stop guessing. Ragas provides systematic, data-driven evaluation for LLM applications. Test, monitor, and improve your AI with confidence.
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Stop AI hallucinations. DocsGPT builds reliable, private AI chatbots on your documents & data for accurate, verifiable answers. Open-source.
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LlamaIndex builds intelligent AI agents over your enterprise data. Power LLMs with advanced RAG, turning complex documents into reliable, actionable insights.
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Crawl4AI: Open-source web crawler purpose-built to turn any website into clean, LLM-ready data for your AI projects & RAG applications.
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Docalysis: AI chat for documents. Get instant, precise answers from PDFs, reports & more. Save up to 95% of time on research & analysis.
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Cognita: The modular RAG framework for MLOps. Build scalable, production-ready RAG applications from your prototypes.
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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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Kapa.ai: Instant, accurate AI answers from your technical documentation. Reduce support, empower teams, and optimize your knowledge base.
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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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Ninjadoc AI: Extract structured JSON from documents via natural language Q&A. Get reliable data with coordinate proof, replacing brittle OCR & generic AI.
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Debug LLMs faster with Okareo. Identify errors, monitor performance, & fine-tune for optimal results. AI development made easy.
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Monkt convert PDFs, Word files, Excel sheets, PowerPoint presentations and web pages into structured Markdown or JSON while preserving semantic structure. Apply custom schemas, process in batches, and use predefined templates through REST API or web interface.
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AskYourPDF: AI chat for documents. Instantly summarize PDFs, get precise answers, & extract key insights for research, study, and work. Save hours.
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PaddleOCR converts complex documents & images into structured, AI-ready data. Power LLMs & RAG with SOTA multilingual OCR (109 langs) & high accuracy.
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Companies of all sizes use Confident AI justify why their LLM deserves to be in production.
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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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Dcup: Open-source, self-hostable RAG platform for developers. Connect AI apps to private data & automate the RAG pipeline easily.
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Lookio's API-first Deep RAG AI turns your business documents into intelligent assistants. Instantly get precise, sourced answers & automate knowledge workflows.
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Documind: AI chat for your PDFs. Get instant, accurate answers across all your documents. Summarize, generate content, and train custom chatbots. Secure.