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mem0ai/mem0

★ 68,817PythonApache-2.094

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

What it is

All benchmarks run on the same production-representative model stack. Single-pass retrieval (one call, no agentic loops) at a top_200 retrieval budget. Scores reflect Mem0's managed platform, which includes proprietary optimizations not available in the open-source SDK; open-source users should expect directionally similar gains but not identical numbers.

When to use it

Reach for mem0 when you need semantic search, embeddings, scraping or turning documents into LLM-ready data — it's written in Python and fits stacks tagged agentic-memory, agentic-memory-system, ai-agents, ai.

Category
RAG, Search & Data
Also in
AI Agents
Stars
68,817
Forks
8,187
Last push
5 days ago
Created
2023-06-20
Open issues
933
Website
mem0.ai
#agentic-memory#agentic-memory-system#ai-agents#ai#chatgpt#genai#llm#long-term-memory#memory#memory-management#python#rag#state-management#openai

Quick start

$ git clone https://github.com/mem0ai/mem0.git

Hand it to your AI

Read https://ideas.asveas.com/r/mem0ai/mem0.md and help me add mem0ai/mem0 to my project. Explain the setup steps for my stack and show the minimal code to get it working.
RAG, Search & DataMarkdown .mdOpen on GitHub ↵

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FAQ

What is mem0?

mem0ai/mem0 is a retrieval tool on GitHub: The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. All benchmarks run on the same production-representative model stack.

When should I use mem0?

Reach for mem0 when you need semantic search, embeddings, scraping or turning documents into LLM-ready data — it's written in Python and fits stacks tagged agentic-memory, agentic-memory-system, ai-agents, ai.

What are the best alternatives to mem0?

Popular alternatives in RAG, Search & Data: firecrawl/firecrawl (201k★), infiniflow/ragflow (94k★), unclecode/crawl4ai (87.2k★), docling-project/docling (70.4k★), meilisearch/meilisearch (59.8k★).

Is mem0 actively maintained?

mem0ai/mem0 looks very actively maintained: the last push was 5 days ago (2026-11-06), with 68,817 stars and 933 open issues.

What license does mem0 use?

mem0ai/mem0 is published under the Apache-2.0 license. Check the repository's LICENSE file before commercial use.