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:

  • More personalized
  • More reliable
  • Cost-effective by reducing the number of LLM interactions
  • More engaging
  • Enables long-term memory

Here are some examples of how Mem0 can be integrated into various applications:

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Examples

Mem0 with Ollama

Run Mem0 locally with Ollama.

Personal AI Tutor

Create a Personalized AI Tutor that adapts to student progress and learning preferences.

Personal Travel Assistant

Build a Personalized AI Travel Assistant that understands your travel preferences and past itineraries.

Customer Support Agent

Develop a Personal AI Assistant that remembers user preferences, past interactions, and context to provide personalized and efficient assistance.

LlamaIndex Mem0

Create a ReAct Agent with LlamaIndex which uses Mem0 as the memory store.

LlamaIndexMem0 with Ollama