Best RLAMA Alternatives in 2025
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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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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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LlamaParse is the solution for feeding LLMs with data from complex documents. It handles tables, charts, and more, offers custom parsing, multi - language support, easy API integration, and is SOC 2 compliant.
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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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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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Run large language models locally using Ollama. Enjoy easy installation, model customization, and seamless integration for NLP and chatbot development.
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GraphRAG using Ollama with Gradio UI and Extra Features
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LM Studio is an easy to use desktop app for experimenting with local and open-source Large Language Models (LLMs). The LM Studio cross platform desktop app allows you to download and run any ggml-compatible model from Hugging Face, and provides a simple yet powerful model configuration and inferencing UI. The app leverages your GPU when possible.
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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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An open-source clean & customizable RAG UI for chatting with your documents. Built with both end users and developers in mind.
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SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
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Get a powerful GUI for Ollama. OllaMan simplifies local AI model management, discovery, and chat on your desktop. Easy to use.
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Klee: Your private desktop AI. Run LLMs offline & securely chat with your local documents and notes. Your data never leaves your device.
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OneFileLLM: CLI tool to unify data for LLMs. Supports GitHub, ArXiv, web scraping & more. XML output & token counts. Stop data wrangling!
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Anara is an AI research assistant designed to help you quickly find insights in documents, videos, and audio recordings, enabling you to write papers faster and more effectively. It aids in collating media, understanding complex information, finding connections, elaborating on ideas with AI assistance, and collaborating with colleagues.
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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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Evaluate & improve your LLM applications with RagMetrics. Automate testing, measure performance, and optimize RAG systems for reliable results.
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Transform documents into secure, AI knowledge with Unli.ai RAG API. Process any format from any source, keeping data private.
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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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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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LlamaFarm: Build & deploy production-ready AI apps fast. Define your AI with configuration as code for full control & model portability.
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Activeloop-L0: Your AI Knowledge Agent for accurate, traceable insights from all multimodal enterprise data. Securely in your cloud, beyond RAG.
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RecurseChat for Mac: Private, offline AI chat with local LLMs & RAG. Seamlessly manage ChatGPT/Claude. Secure, zero-config, and powerful.
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ManyLLM: Unify & secure your local LLM workflows. A privacy-first workspace for developers, researchers, with OpenAI API compatibility & local RAG.
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Rowfill, an open - source platform, simplifies document processing. Extract data effortlessly from PDFs, images, audio & video. Create custom workflows, ensure privacy. Ideal for research, business, content mgmt. Free to use. Click to streamline your document handling.
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AnythingLLM is the enterprise-ready "chat with your documents" solution that is safe, secure, and your whole company can use to make everyone an expert in your business, overnight.
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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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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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Llama Assistant is an open-source AI helper that runs locally, ensuring privacy. Powered by Meta's Llama 3.2, it offers features like voice recognition, advanced NLP, and customizable UI. Supports multiple models. Future plans include offline speech-to-text and more.
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Unlock complex papers with SpatialRead! Build verifiable, connected knowledge maps using AI on a nonlinear canvas. Private, flexible & cost-effective research.