Best Cognee Alternatives in 2025
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Cognita: The modular RAG framework for MLOps. Build scalable, production-ready RAG applications from your prototypes.
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Agents promote human-type reasoning and are a great advancement towards building AGI and understanding ourselves as humans. Memory is a key component of how humans approach tasks and should be weighted the same when building AI agents. memary emulates human memory to advance these agents.
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Give your AI agents perfect long-term memory. MemoryOS provides deep, personalized context for truly human-like interactions.
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Graphiti is Knowledge Graph-based memory for AI agents. Automatically build rich graphs from changing business data & chat histories. Enable your Python agent with fast access to relevant, accurate data, even as it evolves over time. Visit our GitHub repo!
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Supermemory gives your LLMs long-term memory. Instead of stateless text generation, they recall the right facts from your files, chats, and tools, so responses stay consistent, contextual, and personal.
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Memory Box: Your universal AI memory. Unify enterprise knowledge across all tools, secure data, & deploy smart AI agents that truly remember.
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Llongterm: The plug-and-play memory layer for AI agents. Eliminate context loss & build intelligent, persistent AI that never asks users to repeat themselves.
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EverMemOS: Open-source memory system for AI agents. Go beyond retrieval to proactive, deep contextual perception for truly coherent interactions.
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Unify 2200+ LLMs with backboard.io's API. Get persistent AI memory & RAG to build smarter, context-aware applications without fragmentation.
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LangMem: Build smarter, adaptive AI agents with long-term memory. Enhance customer support, personal assistants, and specialized tools with seamless memory integration. Transform static AI into dynamic learners today!
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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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Circlemind is an advanced RAG platform. Leverages knowledge graphs for superior accuracy. Handles dynamic data & complex queries. Ideal for various use cases. Try it now!
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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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OpenMemory: The self-hosted AI memory engine. Overcome LLM context limits with persistent, structured, private, and explainable long-term recall.
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Transform team GenAI with Onyx, the secure open-source platform. Build custom agents, automate tasks, & get reliable insights from your internal knowledge.
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Give your AI apps memory! Recallio adds persistent, scoped memory in minutes. Build smarter AI assistants & copilots without complex infrastructure.
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Open-source AI research! CleverBee gives you control & transparency. Browse, summarize, & cite sources with multiple LLMs. Python-based.
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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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Debug LLMs faster with Okareo. Identify errors, monitor performance, & fine-tune for optimal results. AI development made easy.
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Stop AI agents from forgetting! Memori is the open-source memory engine for developers, providing persistent context for smarter, efficient AI apps.
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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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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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MemOS: The industrial memory OS for LLMs. Give your AI persistent, adaptive long-term memory & unlock continuous learning. Open-source.
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LightAgent: The lightweight, open-source AI agent framework. Simplify development of efficient, intelligent agents, saving tokens & boosting performance.
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CocoInsight is a companion tool that provides observability into your CocoIndex pipelines. It helps you visualize data transformations, understand lineage, compare configurations (like different chunking methods), and ultimately optimize your indexing strategy.
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Build agents with 90%+ accuracy powered by fine-tuned LLMs and RAG. Domain-specific, verified, and production-ready.
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Cognigy AI Agents use generative AI to transform enterprise customer service. Deliver fast, personalized support across voice, chat, and web channels.
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Boost AI coding efficiency. Byte Rover centralizes agent memory & team knowledge for smarter, faster development workflows.
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LazyLLM: Low-code for multi-agent LLM apps. Build, iterate & deploy complex AI solutions fast, from prototype to production. Focus on algorithms, not engineering.
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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.