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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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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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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Enhance document search efficiency and uncover hidden information with Q&A Master, an AI-powered tool that saves time and reduces errors.
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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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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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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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Documind: AI chat for your PDFs. Get instant, accurate answers across all your documents. Summarize, generate content, and train custom chatbots. Secure.
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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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dots.ocr: Unified AI for accurate, fast, multilingual document parsing. Extract structured data from complex files, tables, & formulas with a single model.
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DocAgent: AI agents generate high-quality, context-rich Python docstrings. Easy CLI & Web UI.
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With Humata, unleash the power of AI! Get instant answers, summaries, and valuable insights from your files. Save time and work smarter.
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Agenta is an open-source Platform to build LLM Application. It includes tools for prompt engineering, evaluation, deployment, and monitoring.