AI memory that persists across sessions and agents

Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

Setup for Agent

SDK Integration

Python

# Step 1 — Install the SDK (run in your terminal, not in Python):
# pip install mem0ai  
# Step 2 — Save this as mem0_quickstart.py and run with: python mem0_quickstart.py
import os
from mem0 import MemoryClient

# Set your API key (get one at https://app.mem0.ai)
client = MemoryClient(api_key=os.getenv("MEM0_API_KEY", "your-api-key-here"))

# Add a memory
messages = [
    {"role": "user", "content": "I'm a vegetarian and allergic to nuts."},
    {"role": "assistant", "content": "Got it! I'll remember your dietary preferences."},
]
client.add(messages, user_id="user123")

# Search memories
results = client.search(
    "What are my dietary restrictions?",
    user_id="user123",
)
print(results)

Built for developers who want proof, not promises

Mem0 gives agents persistent memory without pipeline changes. Less redundant context, lower token costs, measurably faster responses.

Memory Compression Engine

Automatically condenses chat history into compact memories that cut tokens and latency while keeping the right context.

How it works

Add anything. Mem0 learns

Add

Input data in seconds with no config or boilerplate

Learn

Mem0 extracts and updates memories

Retrieve

Mem0 retrieves key memories as users interact

AI memory that adapts to your domain

Mem0 helps AI remember what matters.

• Healthcare
• Education
• E-commerce
• Customer Support
• Sales & CRM

Smart Patient Care Assistant

Remembers patient history, allergies, and treatment preferences across visits therefore providing personalized care that improves with every interaction.

Chronic Condition Companion

Learns what works (and what doesn’t) for the patient over time, offering thoughtful reminders and insights tailored to each patient’s journey.

Therapy Progress Tracker

Builds on previous sessions to deliver consistent, context-aware mental health support. Creates trust through conversations that remember what matters to each patient.

Benchmarking Mem0

Single-pass hierarchical distillation. Multi-signal retrieval. Benchmarked across LoCoMo, LongMemEval, and BEAM.

Built for enterprise Designed for control

Memory at scale is infrastructure. Mem0 gives enterprise teams governance, reliability, and full observability so engineers spend time building, not recovering lost context.

Governance

SOC 2, HIPAA, BYOK, zero-trust. Your data stays yours.

Portable

Kubernetes, private cloud, or air-gapped. Same API everywhere.

Auditable

Every read and write logged. Know what, who, and when.

We take security and privacy seriously. Mem0 is SOC 2 (Type 1) and HIPAA compliant, ensuring your data is protected with industry-standard safeguards at every step.

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