[docs] OSS Features , Overview , Brushup (#3676)
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Parth Sharma
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@@ -16,17 +16,17 @@ Here are some examples of how Mem0 can be integrated into various applications:
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## Essentials
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<CardGroup cols={2}>
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<Card title="Build a Mem0 Companion" icon="users" href="/cookbooks/essentials/building-ai-companion">
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Learn the core memory lifecycle before diving into codebases.
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<Card title="Build a Companion with Mem0" icon="users" href="/cookbooks/essentials/building-ai-companion">
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Learn core memory lifecycle patterns.
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</Card>
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<Card title="Scope User vs Agent Memories" icon="sparkles" href="/cookbooks/essentials/building-ai-with-personality">
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Balance personalization with consistent assistant behavior.
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Balance personalization with consistent behavior.
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</Card>
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<Card title="Control Memory Ingestion" icon="filter" href="/cookbooks/essentials/controlling-memory-ingestion">
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Filter speculation, enforce formats, and gate low-confidence data.
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Filter speculation and low-confidence data.
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</Card>
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<Card title="Set Memory Expiration" icon="timer" href="/cookbooks/essentials/memory-expiration-short-and-long-term">
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Define short-term versus long-term retention strategies.
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Short-term vs long-term retention strategies.
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</Card>
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</CardGroup>
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@@ -34,45 +34,27 @@ Here are some examples of how Mem0 can be integrated into various applications:
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<CardGroup cols={2}>
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<Card title="Quickstart Demo with Mem0" icon="rocket" href="/cookbooks/companions/quickstart-demo">
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Spin up the showcase app to see Mem0 memories in action.
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</Card>
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<Card title="Node.js Companion with Mem0" icon="code" href="/cookbooks/companions/nodejs-companion">
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Build a JavaScript coach that remembers user goals.
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</Card>
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<Card title="AI Tutor with Mem0" icon="graduation-cap" href="/cookbooks/companions/ai-tutor">
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Deliver lessons that adapt to student progress and gaps.
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</Card>
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<Card title="Travel Assistant with Mem0" icon="plane" href="/cookbooks/companions/travel-assistant">
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Plan itineraries that remember traveler preferences across trips.
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See Mem0 memories in action.
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</Card>
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<Card title="YouTube Research with Mem0" icon="video" href="/cookbooks/companions/youtube-research">
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Layer personalized context over any video in the browser.
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Personalized context for video browsing.
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</Card>
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<Card title="Voice Companion with Mem0 and OpenAI" icon="microphone" href="/cookbooks/companions/voice-companion-openai">
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Pair the OpenAI Agents SDK with Mem0 for voice-first experiences.
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</Card>
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<Card title="Local Companion with Mem0 and Ollama" icon="server" href="/cookbooks/companions/local-companion-ollama">
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Run Mem0 end-to-end on your machine with Ollama models.
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Voice-first experiences with Agents SDK.
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</Card>
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</CardGroup>
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## Ops & Automations
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<CardGroup cols={2}>
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<Card title="Support Inbox with Mem0" icon="headset" href="/cookbooks/operations/support-inbox">
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Keep past tickets and resolutions at an agent's fingertips.
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</Card>
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<Card title="Email Automation with Mem0" icon="envelope" href="/cookbooks/operations/email-automation">
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Capture, categorize, and recall inbox threads via memory.
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Capture and recall inbox threads.
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</Card>
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<Card title="Content Writing with Mem0" icon="pencil" href="/cookbooks/operations/content-writing">
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Store tone and style guidelines once—apply them everywhere.
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Store tone and style guidelines.
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</Card>
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<Card title="Deep Research with Mem0" icon="magnifying-glass" href="/cookbooks/operations/deep-research">
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Run multi-session investigations without repeating yourself.
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</Card>
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<Card title="Team Task Agent with Mem0" icon="users" href="/cookbooks/operations/team-task-agent">
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Coordinate projects with shared memories across contributors.
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Multi-session investigations without repeating.
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</Card>
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</CardGroup>
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@@ -80,25 +62,19 @@ Here are some examples of how Mem0 can be integrated into various applications:
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<CardGroup cols={2}>
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<Card title="Agents SDK Tool with Mem0" icon="robot" href="/cookbooks/integrations/agents-sdk-tool">
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Expose Mem0 memories as callable tools inside agent workflows.
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Callable tools inside agent workflows.
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</Card>
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<Card title="OpenAI Tool Calls with Mem0" icon="wrench" href="/cookbooks/integrations/openai-tool-calls">
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Drop memories into OpenAI's inbuilt function-calling flows.
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Memories in function-calling flows.
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</Card>
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<Card title="Mastra Agent with Mem0" icon="code" href="/cookbooks/integrations/mastra-agent">
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Extend Mastra agents with persistent memory state.
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Persistent memory for Mastra agents.
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</Card>
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<Card title="Healthcare Coach with Mem0 and Google ADK" icon="heart-pulse" href="/cookbooks/integrations/healthcare-google-adk">
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Remember patient history across ADK sessions.
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</Card>
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<Card title="AWS Bedrock with Mem0" icon="aws" href="/cookbooks/integrations/aws-bedrock">
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Pair Mem0 with Bedrock, OpenSearch, and Neptune Analytics.
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</Card>
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<Card title="Neptune Analytics with Mem0" icon="database" href="/cookbooks/integrations/neptune-analytics">
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Build a hybrid vector + graph memory store on AWS.
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Patient history across ADK sessions.
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</Card>
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<Card title="Tavily Search with Mem0" icon="search" href="/cookbooks/integrations/tavily-search">
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Blend realtime search with personal context.
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Realtime search with personal context.
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</Card>
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</CardGroup>
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@@ -106,19 +82,19 @@ Here are some examples of how Mem0 can be integrated into various applications:
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<CardGroup cols={2}>
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<Card title="LlamaIndex ReAct with Mem0" icon="brain" href="/cookbooks/frameworks/llamaindex-react">
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Teach a ReAct agent to store and recall context via Mem0.
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ReAct agents with memory storage.
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</Card>
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<Card title="LlamaIndex Multi-Agent with Mem0" icon="users" href="/cookbooks/frameworks/llamaindex-multiagent">
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Share a persistent memory layer across collaborating agents.
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Shared memory across collaborating agents.
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</Card>
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<Card title="Multimodal Retrieval with Mem0" icon="image" href="/cookbooks/frameworks/multimodal-retrieval">
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Store and recall visual context alongside text conversations.
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Visual context alongside text conversations.
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</Card>
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<Card title="Eliza OS Character with Mem0" icon="robot" href="/cookbooks/frameworks/eliza-os-character">
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Bring persistent personality to Eliza OS agents.
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Persistent personality for Eliza agents.
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</Card>
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<Card title="Chrome Extension with Mem0" icon="globe" href="/cookbooks/frameworks/chrome-extension">
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Add Mem0's universal memory layer to Chrome chat surfaces.
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Universal memory layer for Chrome.
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</Card>
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</CardGroup>
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