Best ROMA Alternatives in 2026
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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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Run unlimited full-text and vector search queries on the world's first Global Search Network.
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datapizza-ai provides clear interfaces and predictable behavior for agents and RAG. End-to-end visibility and reliable orchestration keep engineers in control from PoC to scale
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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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SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
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Cognita: The modular RAG framework for MLOps. Build scalable, production-ready RAG applications from your prototypes.
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OWL: Open-source multi-agent task automation framework. Real-time data, browser control, document parsing, code execution.
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II-Agent: Open-source AI assistant automating complex, multi-step tasks. Powers research, content, data, dev & more. Enhance your workflows.
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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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Debug LLMs faster with Okareo. Identify errors, monitor performance, & fine-tune for optimal results. AI development made easy.
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Anus: Open-source AI agent framework for advanced automation. Create single & multi-agent systems with powerful tools & flexible models.
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Sage: The multi-agent AI framework for complex problems. Orchestrate specialized agents, intelligently decompose tasks, and build robust, production-ready AI applications.
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Build & deploy powerful, private AI agents on your device with ARGO. Customize intelligent assistants, research deeply, and ensure data privacy. Take control of your AI.
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Okara: Powerful AI, zero data risk. Use 20+ open-source models in a private, encrypted workspace. Your data is never trained on.
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Build high-performance Multi-Agent Systems faster. Agno framework offers built-in memory, knowledge, reasoning, and performance for complex AI agents.
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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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Jan-v1: Your local AI agent for automated research. Build private, powerful apps that generate professional reports & integrate web search, all on your machine.
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Transform research with GPT Researcher. This AI autonomous agent provides in-depth, factual, cited reports from 20+ sources in minutes.
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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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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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PuppyAgent: Transform proprietary knowledge into self-evolving AI agents. Build powerful agentic RAG systems to automate workflows & boost insights.
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Devika: Autonomous open-source AI software engineer. Plans, researches & codes from your project goals. Flexible LLM integration.
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Youtu-Agent: Build & evaluate SOTA autonomous AI agents fast. Modular framework for open-source LLMs, featuring automated generation & tools.
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VERO: The enterprise AI evaluation framework for LLM pipelines. Quickly detect & fix issues, turning weeks of QA into minutes of 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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RAGFlow: The RAG engine for production AI. Build accurate, reliable LLM apps with deep document understanding, grounded citations & reduced hallucinations.
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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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Cognitora: The cloud platform purpose-built for autonomous AI agents. Get secure, lightning-fast execution for your AI code & intelligent workloads.
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Komos turns screen recordings into production-grade AI browser automations. Use computer vision to build reliable, MFA-ready workflows from demos in just three days.
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LlamaFarm: Build & deploy production-ready AI apps fast. Define your AI with configuration as code for full control & model portability.