{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/2"}],"enrichment":{"capability":"Mem0 adds a persistent, searchable memory layer to AI agents and assistants, storing and retrieving user preferences, session state, and interaction history across conversations.","skillfed_tags":["agent-memory","vector-retrieval","llm-context"],"use_cases":["Build customer support chatbots that recall past tickets and user history for context-aware responses.","Create AI assistants that adapt to individual user preferences and learning patterns over time.","Implement autonomous agents that maintain state across multiple tasks and sessions.","Develop healthcare applications that track patient preferences and medical history securely.","Build productivity tools or games that personalize workflows and environments based on user behavior."],"what_it_does":"Mem0ai is a memory management layer for AI agents and assistants that persists user preferences, session state, and interaction history across conversations. It provides semantic search, keyword matching, and entity-based retrieval to surface relevant context when needed. The package wraps LLM calls (defaulting to OpenAI) and vector storage (Qdrant) to extract, store, and retrieve memories automatically.\n\nThe library is designed for three deployment modes: local testing via pip install, self-hosted Docker stack with auth and dashboard, or a managed cloud platform. It supports multi-level memory (user, session, agent state) and works with any LLM that the underlying integration supports. Core dependencies are pydantic for validation, sqlalchemy for storage abstraction, qdrant-client for vector retrieval, openai for the default LLM backend, and httpx for HTTP communication.","worth_installing":"Yes. Mem0ai is actively maintained, has low install friction, carries a permissive Apache-2.0 license, and addresses a real need for persistent context in multi-turn AI interactions. It is in the top 5000 PyPI packages by download volume. Start with the library for prototyping; self-hosted or cloud options are available for production. No known security vulnerabilities."},"id":"mem0ai","links":{"html":"https://skillfed.io/packages/mem0ai","md":"https://skillfed.io/packages/mem0ai.md","pypi":"https://pypi.org/project/mem0ai/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-11","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"mem0ai","python_support":"supports_current","summary":"Long-term memory for AI Agents"},"popularity":{"monthly_downloads":3878141,"position":2467,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"2.0.18"}