mem0: AI Memory Layer
Builds a universal memory layer for AI agents, giving them context and recall.
Automations like a personal assistant that remembers your schedule and tasks.
With a universal memory layer, your AI agent can recall previously learned knowledge and apply it to new situations.
"A founder building a mental health chatbot uses mem0 to create a memory layer that recalls patient conversations, diagnoses, and treatment plans."
Choose this when you're just starting to learn about AI agents and want a simple way to build memory and context.
Reach for this when you need to create complex AI agents with long-term memory and recall.
Don't confuse this with traditional AI model storage β mem0 creates an AI agent's memory and context.
Mem0 provides a universal memory layer for AI agents, enabling them to store and retrieve information in a flexible and scalable way
pip install mem0- β’When building AI agents that need to retain knowledge over time
- β’When integrating multiple AI models that require shared memory
- β’When developing conversational AI that requires context persistence
- 1Import the mem0 library in your Python script with `import mem0`
- 2Create a new mem0 instance with `mem = mem0.Memory()`
- 3Store a value in memory using `mem.store(key='example_key', value='example_value')`
- 4Retrieve a value from memory using `mem.retrieve(key='example_key')`
- 5Configure mem0 using the `mem0.yaml` file for advanced settings
mem.store(key='user_name', value='John Doe'); mem.retrieve(key='user_name')
Topics
Mem0: AI Memory Layer is a very large Python project (~106k lines across 712 code files, plus 281 test files). You install it into your AI tool with one command; there is nothing to run yourself. Last commit this month, Apache-2.0 license, has a test suite.
- 1README.mdStart here β what it does and how to install it
- 2AGENTS.mdThe instructions the AI actually follows
- 3server/main.pyWhere the program starts running
- 4mem0/__init__.pyInside mem0/ β the main logic begins here
- 5examples/graph-db-demo/alice-memories.pngA worked example β copy this to get going
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