Parth Sharma
141 lines
5.8 KiB
Plaintext
141 lines
5.8 KiB
Plaintext
---
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title: Overview
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description: How to use mem0 in your existing applications?
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---
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With Mem0, you can create stateful LLM-based applications such as chatbots, virtual assistants, or AI agents. Mem0 enhances your applications by providing a memory layer that makes responses:
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- More personalized
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- More reliable
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- Cost-effective by reducing the number of LLM interactions
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- More engaging
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- Enables long-term memory
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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 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 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 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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Short-term vs long-term retention strategies.
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</Card>
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</CardGroup>
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## Companion Playbooks
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<CardGroup cols={2}>
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<Card title="Interactive Memory Demo" icon="rocket" href="/cookbooks/companions/quickstart-demo">
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See Mem0 memories in action.
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</Card>
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<Card title="Research Assistant for YouTube" icon="video" href="/cookbooks/companions/youtube-research">
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Personalized context for video browsing.
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</Card>
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<Card title="Voice-First AI Companion" icon="microphone" href="/cookbooks/companions/voice-companion-openai">
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Voice-first experiences with Agents SDK.
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</Card>
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<Card title="Personalized AI Tutor" icon="graduation-cap" href="/cookbooks/companions/ai-tutor">
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Student progress persistent across sessions.
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</Card>
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<Card title="Smart Travel Assistant" icon="plane" href="/cookbooks/companions/travel-assistant">
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Itineraries that remember traveler preferences.
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</Card>
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<Card title="Build a Node.js Companion" icon="js" href="/cookbooks/companions/nodejs-companion">
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JavaScript fitness coach remembering goals.
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</Card>
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<Card title="Self-Hosted AI Companion" icon="server" href="/cookbooks/companions/local-companion-ollama">
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Run Mem0 end-to-end with Ollama.
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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="Automated Email Intelligence" icon="envelope" href="/cookbooks/operations/email-automation">
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Capture and recall inbox threads.
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</Card>
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<Card title="Content Creation Workflow" icon="pencil" href="/cookbooks/operations/content-writing">
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Store tone and style guidelines.
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</Card>
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<Card title="Multi-Session Research Agent" icon="magnifying-glass" href="/cookbooks/operations/deep-research">
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Multi-session investigations without repeating.
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</Card>
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<Card title="Memory-Powered Support Agent" icon="headset" href="/cookbooks/operations/support-inbox">
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Past tickets at support fingertips.
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</Card>
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<Card title="Collaborative Task Assistant" icon="users" href="/cookbooks/operations/team-task-agent">
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Coordinate multi-user projects with roles.
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</Card>
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</CardGroup>
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## Integrations & Platforms
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<CardGroup cols={2}>
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<Card title="Memory-Powered Agent SDK" icon="robot" href="/cookbooks/integrations/agents-sdk-tool">
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Callable tools inside agent workflows.
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</Card>
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<Card title="Memory as OpenAI Tool" icon="wrench" href="/cookbooks/integrations/openai-tool-calls">
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Memories in function-calling flows.
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</Card>
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<Card title="Persistent Mastra Agents" icon="code" href="/cookbooks/integrations/mastra-agent">
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Persistent memory for Mastra agents.
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</Card>
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<Card title="Healthcare Coach with ADK" icon="heart-pulse" href="/cookbooks/integrations/healthcare-google-adk">
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Patient history across ADK sessions.
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</Card>
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<Card title="Search with Personal Context" icon="search" href="/cookbooks/integrations/tavily-search">
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Realtime search with personal context.
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</Card>
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<Card title="Bedrock with Persistent Memory" icon="aws" href="/cookbooks/integrations/aws-bedrock">
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Mem0 with AWS Bedrock and Neptune.
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</Card>
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<Card title="Graph Memory on Neptune" icon="network-wired" href="/cookbooks/integrations/neptune-analytics">
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Graph memory with Neptune Analytics.
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</Card>
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</CardGroup>
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## Frameworks & Multimodal
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<CardGroup cols={2}>
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<Card title="ReAct Agents with Memory" icon="brain" href="/cookbooks/frameworks/llamaindex-react">
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ReAct agents with memory storage.
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</Card>
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<Card title="Multi-Agent Collaboration" icon="users" href="/cookbooks/frameworks/llamaindex-multiagent">
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Shared memory across collaborating agents.
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</Card>
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<Card title="Visual Memory Retrieval" icon="image" href="/cookbooks/frameworks/multimodal-retrieval">
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Visual context alongside text conversations.
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</Card>
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<Card title="Persistent Eliza Characters" icon="robot" href="/cookbooks/frameworks/eliza-os-character">
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Persistent personality for Eliza agents.
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</Card>
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<Card title="Browser Extension Memory" icon="globe" href="/cookbooks/frameworks/chrome-extension">
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Universal memory layer for Chrome.
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</Card>
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</CardGroup>
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---
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## Contribute a Cookbook
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Have a unique Mem0 use case or integration? We'd love to feature your cookbook!
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All cookbooks follow a standardized template to ensure consistency and quality. Check out our template to see the structure and best practices.
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<CardGroup cols={2}>
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<Card title="Cookbook Template" icon="book-open" href="/templates/cookbook_template">
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Follow this structure for narrative, end-to-end Mem0 workflows.
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</Card>
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<Card title="Contribution Guide" icon="github" href="https://github.com/mem0ai/mem0/blob/main/CONTRIBUTING.md">
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Learn how to submit your cookbook to the Mem0 repository.
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</Card>
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</CardGroup>
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