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git clone gitlawb://did:key:z6Mkq5mY...iFZ5/my-project-publ...git clone gitlawb://did:key:z6Mkq5mY.../my-project-publ...2fa351d6docs: add automaton and perps launch sources16d ago| #1 | --- |
| #2 | title: Overview |
| #3 | description: How to use mem0 in your existing applications? |
| #4 | --- |
| #5 | |
| #6 | 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: |
| #7 | |
| #8 | - More personalized |
| #9 | - More reliable |
| #10 | - Cost-effective by reducing the number of LLM interactions |
| #11 | - More engaging |
| #12 | - Enables long-term memory |
| #13 | |
| #14 | Here are some examples of how Mem0 can be integrated into various applications: |
| #15 | |
| #16 | ## Essentials |
| #17 | |
| #18 | <CardGroup cols={2}> |
| #19 | <Card |
| #20 | title="Build a Companion with Mem0" |
| #21 | icon="users" |
| #22 | href="/cookbooks/essentials/building-ai-companion" |
| #23 | > |
| #24 | Learn core memory lifecycle patterns. |
| #25 | </Card> |
| #26 | <Card |
| #27 | title="Partition Memories by Entity" |
| #28 | icon="server" |
| #29 | href="/cookbooks/essentials/entity-partitioning-playbook" |
| #30 | > |
| #31 | Balance personalization with consistent behavior across users, agents, and apps. |
| #32 | </Card> |
| #33 | <Card |
| #34 | title="Control Memory Ingestion" |
| #35 | icon="filter" |
| #36 | href="/cookbooks/essentials/controlling-memory-ingestion" |
| #37 | > |
| #38 | Filter speculation and low-confidence data. |
| #39 | </Card> |
| #40 | <Card |
| #41 | title="Set Memory Expiration" |
| #42 | icon="timer" |
| #43 | href="/cookbooks/essentials/memory-expiration-short-and-long-term" |
| #44 | > |
| #45 | Short-term vs long-term retention strategies. |
| #46 | </Card> |
| #47 | </CardGroup> |
| #48 | |
| #49 | ## Companion Playbooks |
| #50 | |
| #51 | <CardGroup cols={2}> |
| #52 | <Card title="Interactive Memory Demo" icon="rocket" href="/cookbooks/companions/quickstart-demo"> |
| #53 | See Mem0 memories in action. |
| #54 | </Card> |
| #55 | <Card |
| #56 | title="Research Assistant for YouTube" |
| #57 | icon="video" |
| #58 | href="/cookbooks/companions/youtube-research" |
| #59 | > |
| #60 | Personalized context for video browsing. |
| #61 | </Card> |
| #62 | <Card |
| #63 | title="Voice-First AI Companion" |
| #64 | icon="microphone" |
| #65 | href="/cookbooks/companions/voice-companion-openai" |
| #66 | > |
| #67 | Voice-first experiences with Agents SDK. |
| #68 | </Card> |
| #69 | <Card title="Personalized AI Tutor" icon="graduation-cap" href="/cookbooks/companions/ai-tutor"> |
| #70 | Student progress persistent across sessions. |
| #71 | </Card> |
| #72 | <Card title="Smart Travel Assistant" icon="plane" href="/cookbooks/companions/travel-assistant"> |
| #73 | Itineraries that remember traveler preferences. |
| #74 | </Card> |
| #75 | <Card title="Build a Node.js Companion" icon="js" href="/cookbooks/companions/nodejs-companion"> |
| #76 | JavaScript fitness coach remembering goals. |
| #77 | </Card> |
| #78 | <Card |
| #79 | title="Self-Hosted AI Companion" |
| #80 | icon="server" |
| #81 | href="/cookbooks/companions/local-companion-ollama" |
| #82 | > |
| #83 | Run Mem0 end-to-end with Ollama. |
| #84 | </Card> |
| #85 | </CardGroup> |
| #86 | |
| #87 | ## Ops & Automations |
| #88 | |
| #89 | <CardGroup cols={2}> |
| #90 | <Card |
| #91 | title="Automated Email Intelligence" |
| #92 | icon="envelope" |
| #93 | href="/cookbooks/operations/email-automation" |
| #94 | > |
| #95 | Capture and recall inbox threads. |
| #96 | </Card> |
| #97 | <Card |
| #98 | title="Content Creation Workflow" |
| #99 | icon="pencil" |
| #100 | href="/cookbooks/operations/content-writing" |
| #101 | > |
| #102 | Store tone and style guidelines. |
| #103 | </Card> |
| #104 | <Card |
| #105 | title="Multi-Session Research Agent" |
| #106 | icon="magnifying-glass" |
| #107 | href="/cookbooks/operations/deep-research" |
| #108 | > |
| #109 | Multi-session investigations without repeating. |
| #110 | </Card> |
| #111 | <Card |
| #112 | title="Memory-Powered Support Agent" |
| #113 | icon="headset" |
| #114 | href="/cookbooks/operations/support-inbox" |
| #115 | > |
| #116 | Past tickets at support fingertips. |
| #117 | </Card> |
| #118 | <Card |
| #119 | title="Collaborative Task Assistant" |
| #120 | icon="users" |
| #121 | href="/cookbooks/operations/team-task-agent" |
| #122 | > |
| #123 | Coordinate multi-user projects with roles. |
| #124 | </Card> |
| #125 | </CardGroup> |
| #126 | |
| #127 | ## Integrations & Platforms |
| #128 | |
| #129 | <CardGroup cols={2}> |
| #130 | <Card |
| #131 | title="Memory-Powered Agent SDK" |
| #132 | icon="robot" |
| #133 | href="/cookbooks/integrations/agents-sdk-tool" |
| #134 | > |
| #135 | Callable tools inside agent workflows. |
| #136 | </Card> |
| #137 | <Card |
| #138 | title="Memory as OpenAI Tool" |
| #139 | icon="wrench" |
| #140 | href="/cookbooks/integrations/openai-tool-calls" |
| #141 | > |
| #142 | Memories in function-calling flows. |
| #143 | </Card> |
| #144 | <Card title="Persistent Mastra Agents" icon="code" href="/cookbooks/integrations/mastra-agent"> |
| #145 | Persistent memory for Mastra agents. |
| #146 | </Card> |
| #147 | <Card |
| #148 | title="Healthcare Coach with ADK" |
| #149 | icon="heart-pulse" |
| #150 | href="/cookbooks/integrations/healthcare-google-adk" |
| #151 | > |
| #152 | Patient history across ADK sessions. |
| #153 | </Card> |
| #154 | <Card |
| #155 | title="Search with Personal Context" |
| #156 | icon="search" |
| #157 | href="/cookbooks/integrations/tavily-search" |
| #158 | > |
| #159 | Realtime search with personal context. |
| #160 | </Card> |
| #161 | <Card |
| #162 | title="Bedrock with Persistent Memory" |
| #163 | icon="aws" |
| #164 | href="/cookbooks/integrations/aws-bedrock" |
| #165 | > |
| #166 | Mem0 with AWS Bedrock and Neptune. |
| #167 | </Card> |
| #168 | <Card |
| #169 | title="Graph Memory on Neptune" |
| #170 | icon="network-wired" |
| #171 | href="/cookbooks/integrations/neptune-analytics" |
| #172 | > |
| #173 | Graph memory with Neptune Analytics. |
| #174 | </Card> |
| #175 | </CardGroup> |
| #176 | |
| #177 | ## Frameworks & Multimodal |
| #178 | |
| #179 | <CardGroup cols={2}> |
| #180 | <Card title="ReAct Agents with Memory" icon="brain" href="/cookbooks/frameworks/llamaindex-react"> |
| #181 | ReAct agents with memory storage. |
| #182 | </Card> |
| #183 | <Card |
| #184 | title="Multi-Agent Collaboration" |
| #185 | icon="users" |
| #186 | href="/cookbooks/frameworks/llamaindex-multiagent" |
| #187 | > |
| #188 | Shared memory across collaborating agents. |
| #189 | </Card> |
| #190 | <Card |
| #191 | title="Visual Memory Retrieval" |
| #192 | icon="image" |
| #193 | href="/cookbooks/frameworks/multimodal-retrieval" |
| #194 | > |
| #195 | Visual context alongside text conversations. |
| #196 | </Card> |
| #197 | <Card |
| #198 | title="Persistent Eliza Characters" |
| #199 | icon="robot" |
| #200 | href="/cookbooks/frameworks/eliza-os-character" |
| #201 | > |
| #202 | Persistent personality for Eliza agents. |
| #203 | </Card> |
| #204 | <Card title="Browser Extension Memory" icon="globe" href="/cookbooks/frameworks/chrome-extension"> |
| #205 | Universal memory layer for Chrome. |
| #206 | </Card> |
| #207 | </CardGroup> |
| #208 | |
| #209 | --- |
| #210 | |
| #211 | ## Contribute a Cookbook |
| #212 | |
| #213 | Have a unique Mem0 use case or integration? We'd love to feature your cookbook! |
| #214 | |
| #215 | All cookbooks follow a standardized template to ensure consistency and quality. Check out our template to see the structure and best practices. |
| #216 | |
| #217 | <CardGroup cols={2}> |
| #218 | <Card title="Cookbook Template" icon="book-open" href="/templates/cookbook_template"> |
| #219 | Follow this structure for narrative, end-to-end Mem0 workflows. |
| #220 | </Card> |
| #221 | <Card |
| #222 | title="Contribution Guide" |
| #223 | icon="github" |
| #224 | href="https://github.com/mem0ai/mem0/blob/main/CONTRIBUTING.md" |
| #225 | > |
| #226 | Learn how to submit your cookbook to the Mem0 repository. |
| #227 | </Card> |
| #228 | </CardGroup> |
| #229 |