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202 lines
10 KiB
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202 lines
10 KiB
Plaintext
---
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title: Overview
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description: "Overview of Mem0 integrations with popular AI frameworks and tools for persistent memory and context management."
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---
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Mem0 seamlessly integrates with popular AI frameworks and tools to enhance your LLM-based applications with persistent memory capabilities. By integrating Mem0, your applications benefit from:
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- Enhanced context management across multiple frameworks
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- Consistent memory persistence across different LLM interactions
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- Optimized token usage through efficient memory retrieval
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- Framework-agnostic memory layer
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- Simple integration with existing AI tools and frameworks
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<Callout type="tip" icon="puzzle-piece">
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**Universal Integration**: Use <Link href="/platform/mem0-mcp">Mem0 MCP</Link> for a standardized protocol that works with ANY AI client.
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</Callout>
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Here are the available integrations for Mem0:
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## Integrations
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<CardGroup cols={2}>
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<Card
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title="AgentOps"
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icon={
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<svg
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xmlns="http://www.w3.org/2000/svg"
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width="25"
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height="26"
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viewBox="0 0 30 36"
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fill="none"
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>
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<path d="M10.4659 6.47277C10.45 6.37428 10.4381 6.27986 10.4303 6.18101L10.4285 6.16388C10.4212 6.09482 10.414 6.02566 10.4106 5.95626L1.18538 21.8752C0.505422 23.0493 0.323356 24.4208 0.675227 25.7289C0.849119 26.3869 1.14971 26.9859 1.55323 27.5098C1.95675 28.0338 2.46282 28.4751 3.05175 28.8143C3.83464 29.2675 4.70856 29.5 5.59028 29.5C6.03318 29.5 6.4798 29.4408 6.91899 29.3226C8.23581 28.972 9.3349 28.1326 10.0152 26.9545L15.9268 16.749V16.7449L16.5001 15.7637L17.6431 13.7936L16.5001 11.8234L15.9309 10.8381L15.9268 10.8341L13.7836 7.13406C13.6651 6.933 13.5741 6.72418 13.5109 6.51165C13.2817 5.80223 13.3292 5.04172 13.6097 4.37599L13.8115 4.02535C14.3532 3.09155 15.31 2.53987 16.3184 2.47692C16.3738 2.46915 16.4251 2.46915 16.4804 2.46915C16.5421 2.46915 16.6038 2.47257 16.6654 2.47599L16.6822 2.47692C17.6906 2.53987 18.6474 3.09155 19.1892 4.02535L21.2216 7.52838L21.8146 8.55289L21.8421 8.60399L30.1024 22.8601C30.5174 23.5814 30.6281 24.4167 30.4148 25.2205C30.1975 26.0244 29.6832 26.6942 28.9598 27.1081C28.2364 27.5258 27.3977 27.6361 26.5911 27.4195C25.7844 27.2066 25.1123 26.6905 24.6968 25.9696L18.2119 14.7788L17.069 16.7449L22.9847 26.9545C23.6646 28.1326 24.7641 28.972 26.0809 29.3226C26.5197 29.4408 26.9626 29.5 27.4096 29.5C28.2914 29.5 29.1612 29.2675 29.9482 28.8143C31.1264 28.1367 31.9728 27.0411 32.3247 25.7289C32.6766 24.4208 32.4949 23.0493 31.8145 21.8752L21.1261 3.43034C20.7029 2.51617 20.0033 1.72011 19.0621 1.18027C18.5281 0.877027 17.9708 0.675975 17.3975 0.581189C17.3027 0.565268 17.2076 0.549717 17.1129 0.537868C17.0099 0.52602 16.9074 0.518244 16.8045 0.510469C16.6027 0.498621 16.3972 0.494548 16.1914 0.510469C16.0885 0.518244 15.9859 0.52639 15.883 0.537868C15.795 0.54887 15.7067 0.563384 15.6187 0.577852L15.5984 0.581189C15.0291 0.675605 14.4673 0.876657 13.9375 1.18027C12.9885 1.72789 12.2766 2.53579 11.8537 3.46181C11.7742 3.63473 11.707 3.81282 11.6471 3.99314C11.6361 4.02668 11.6269 4.06051 11.6177 4.09435C11.612 4.11503 11.6064 4.13579 11.6003 4.15642C11.5624 4.28601 11.5275 4.41634 11.4996 4.54853C11.4885 4.60231 11.4794 4.65668 11.4703 4.71111L11.4666 4.73329C11.4443 4.86399 11.4264 4.99543 11.4145 5.12762C11.4093 5.18686 11.4045 5.24573 11.4012 5.30534C11.3934 5.44567 11.3923 5.58637 11.3963 5.72744C11.3969 5.74403 11.3962 5.76062 11.3956 5.7772C11.3949 5.79616 11.3942 5.81512 11.3952 5.83407C11.3952 5.86184 11.3952 5.88924 11.3993 5.92071C11.3998 5.9291 11.4006 5.93736 11.4014 5.94564C11.402 5.95125 11.4026 5.95687 11.403 5.96255C11.4045 5.98181 11.4064 6.00106 11.4082 6.02031C11.4097 6.03577 11.4109 6.05122 11.4122 6.06674C11.4142 6.09134 11.4163 6.11621 11.419 6.14139L11.4428 6.32282C11.4506 6.38983 11.4625 6.46092 11.4744 6.52757C11.5063 6.68863 11.5468 6.84896 11.5936 7.0078C11.5944 7.0102 11.5949 7.0127 11.5955 7.0152C11.5958 7.01662 11.5961 7.01804 11.5965 7.01944C11.5967 7.02051 11.597 7.02157 11.5974 7.02261C11.6483 7.19293 11.7081 7.36177 11.7787 7.52838C11.8619 7.72943 11.9607 7.92641 12.0715 8.11932L12.3245 8.5566V8.56067L12.4984 8.85614L12.7199 9.24232H12.7239L12.728 9.25417L14.7802 12.7927V12.7968L14.7883 12.805V12.809L15.3576 13.7943L14.7883 14.7796L8.30344 25.9703C7.88431 26.6912 7.21216 27.2077 6.40921 27.4202C6.14019 27.4913 5.86338 27.5306 5.59474 27.5306C5.053 27.5306 4.51906 27.3888 4.04085 27.1089C3.31705 26.6953 2.79909 26.0251 2.58581 25.2213C2.36845 24.4174 2.47917 23.5821 2.89829 22.8609L11.1585 8.60473L11.186 8.56141V8.55734C11.1266 8.45478 11.0753 8.35629 11.024 8.25409C11.0105 8.22496 10.9969 8.19611 10.9834 8.16739C10.9458 8.08735 10.9086 8.00836 10.8739 7.92715C10.8718 7.92504 10.8708 7.92194 10.8698 7.91887C10.8688 7.91602 10.8679 7.91319 10.8661 7.91123V7.90346C10.8423 7.8483 10.8186 7.79311 10.7989 7.73795C10.7476 7.60799 10.7041 7.47803 10.6644 7.3477C10.6012 7.15479 10.5536 6.96152 10.518 6.76861C10.4942 6.67012 10.4786 6.5757 10.4667 6.47684C10.4667 6.47684 10.47 6.47684 10.4659 6.47277Z" fill="#8F74E0"></path>
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</svg>
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}
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href="/integrations/agentops"
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>
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Monitor and analyze Mem0 operations with comprehensive AI agent analytics and LLM observability.
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</Card>
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<Card
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title="Camel AI"
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icon="/images/provider-icons/camel.svg"
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href="/integrations/camel-ai"
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>
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Use Mem0Storage to persist Camel multi-agent conversations and share cloud memory across agents.
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</Card>
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<Card
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title="LangChain"
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icon="/images/provider-icons/langchain.svg"
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href="/integrations/langchain"
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>
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Integrate Mem0 with LangChain to build powerful agents with memory
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capabilities.
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</Card>
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<Card
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title="LlamaIndex"
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icon="/images/provider-icons/llamaindex.svg"
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href="/integrations/llama-index"
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>
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Build RAG applications with LlamaIndex and Mem0.
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</Card>
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<Card
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title="AutoGen"
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icon="/images/provider-icons/autogen.svg"
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href="/integrations/autogen"
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>
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Build multi-agent systems with persistent memory capabilities.
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</Card>
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<Card
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title="CrewAI"
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icon="/images/provider-icons/crewai.svg"
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href="/integrations/crewai"
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>
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Develop collaborative AI agents with shared memory using CrewAI and Mem0.
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</Card>
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<Card
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title="LangGraph"
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icon="/images/provider-icons/langchain.svg"
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href="/integrations/langgraph"
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>
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Create complex agent workflows with memory persistence using LangGraph.
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</Card>
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<Card
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title="Vercel AI SDK"
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icon="/images/provider-icons/vercel.svg"
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href="/integrations/vercel-ai-sdk"
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>
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Build AI-powered applications with memory using the Vercel AI SDK.
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</Card>
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<Card
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title="LangChain Tools"
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icon="/images/provider-icons/langchain.svg"
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href="/integrations/langchain-tools"
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>
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Use Mem0 with LangChain Tools for enhanced agent capabilities.
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</Card>
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<Card
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title="Dify"
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icon="/images/provider-icons/dify.svg"
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href="/integrations/dify"
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>
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Build AI applications with persistent memory using Dify and Mem0.
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</Card>
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<Card
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title="Livekit"
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icon="/images/provider-icons/livekit.svg"
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href="/integrations/livekit"
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>
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Integrate Mem0 with Livekit for voice agents.
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</Card>
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<Card
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title="ElevenLabs"
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icon="/images/provider-icons/elevenlabs.svg"
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href="/integrations/elevenlabs"
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>
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Build voice agents with memory using ElevenLabs Conversational AI.
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</Card>
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<Card
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title="Pipecat"
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icon="/images/provider-icons/pipecat.svg"
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href="/integrations/pipecat"
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>
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Build conversational AI agents with memory using Pipecat.
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</Card>
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<Card
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title="Agno"
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icon="/images/provider-icons/agno.svg"
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href="/integrations/agno"
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>
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Build autonomous agents with memory using Agno framework.
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</Card>
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<Card
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title="Respan"
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icon={
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<svg
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xmlns="http://www.w3.org/2000/svg"
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width="24"
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height="24"
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viewBox="0 0 200 200"
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fill="none"
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>
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<path d="M2.00635 190.234V9.76584H53.3558V29.5101H26.7223V170.562H53.3558V190.234H2.00635Z" fill="#8F74E0"></path>
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<path d="M120.692 160.902C116.383 160.902 112.691 159.387 109.612 156.357C106.535 153.327 105.02 149.633 105.067 145.277C105.02 141.016 106.535 137.37 109.612 134.34C112.691 131.309 116.383 129.794 120.692 129.794C124.859 129.794 128.481 131.309 131.559 134.34C134.684 137.37 136.27 141.016 136.317 145.277C136.27 148.166 135.512 150.793 134.045 153.161C132.624 155.528 130.73 157.422 128.362 158.842C126.042 160.216 123.486 160.902 120.692 160.902Z" fill="#8F74E0"></path>
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<path d="M197.993 9.76584V190.234H146.643V170.562H173.278V29.5101H146.643V9.76584H197.993Z" fill="#8F74E0"></path>
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</svg>
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}
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href="/integrations/respan"
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>
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Build AI applications with persistent memory and comprehensive LLM observability.
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</Card>
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<Card
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title="Raycast"
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icon="/images/provider-icons/raycast.svg"
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href="/integrations/raycast"
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>
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Mem0 Raycast extension for intelligent memory management and retrieval.
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</Card>
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<Card
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title="Mastra"
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icon="/images/provider-icons/mastra.svg"
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href="/integrations/mastra"
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>
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Build AI agents with persistent memory using Mastra's framework and tools.
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</Card>
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<Card
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title="OpenAI Agents SDK"
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icon="/images/provider-icons/openai.svg"
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href="/integrations/openai-agents-sdk"
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>
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Integrate Mem0 with the OpenAI Agents SDK for persistent memory across multi-agent workflows.
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</Card>
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<Card
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title="Google ADK"
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icon="/images/provider-icons/google-color.svg"
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href="/integrations/google-ai-adk"
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>
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Integrate Mem0 with Google Agent Development Kit for persistent memory across multi-agent workflows.
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</Card>
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<Card
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title="Flowise"
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icon="diagram-project"
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href="/integrations/flowise"
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>
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Add persistent Mem0 memory to Flowise chatflows for context-aware conversations in the low-code builder.
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</Card>
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<Card
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title="AWS Bedrock"
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icon="/images/provider-icons/bedrock-color.svg"
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href="/integrations/aws-bedrock"
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>
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Use Mem0 with AWS Bedrock and OpenSearch Service for cloud-native persistent semantic memory storage.
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</Card>
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<Card
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title="ChatDev"
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icon="comments"
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href="/integrations/chatdev"
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>
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Add persistent cloud-managed memory to ChatDev multi-agent workflows with zero-code YAML configuration.
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</Card>
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</CardGroup>
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