{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/4"}],"enrichment":{"capability":"LangMem provides memory management tools for LangGraph agents, enabling them to store, search, and recall information from conversations to maintain context and adapt behavior across sessions.","skillfed_tags":["agent-memory","langgraph-integration","conversation-context"],"use_cases":["Build chatbots that remember user preferences and adapt responses across multiple conversations without explicit commands.","Create agents that extract and consolidate key facts from long conversations to maintain consistent context.","Implement background memory consolidation to automatically refine agent knowledge and improve future interactions.","Develop multi-turn agents that search past interactions to answer questions about previous user statements or preferences.","Persist agent memories across server restarts using LangGraph's storage backends for production deployments."],"what_it_does":"LangMem is a memory management library for LangGraph agents that helps them learn and adapt from conversations over time. It provides both a functional core API (usable with any storage system) and native integration with LangGraph's storage layer, allowing agents to extract important information, optimize behavior through prompt refinement, and maintain knowledge across sessions.\n\nThe package offers memory tools that agents can invoke during conversations to record and search information, plus a background memory manager that automatically consolidates and updates agent knowledge. It works with LangGraph's InMemoryStore for development or production-grade stores for persistence. Agents can decide what to remember without special commands\u2014they simply use the provided tools during normal interaction.","worth_installing":"Yes, if you are building LangGraph agents and need persistent memory across conversations. The low install friction and permissive MIT license make adoption straightforward. However, the aging maintenance status (291 days since last release) warrants checking that its dependencies remain compatible with your langchain and langgraph versions before committing to production use."},"id":"langmem","links":{"html":"https://skillfed.io/packages/langmem","md":"https://skillfed.io/packages/langmem.md","pypi":"https://pypi.org/project/langmem/"},"maintenance":{"status":"aging"},"meta":{"latest_release":"2025-10-27","license_spdx":null,"license_treatment":"permissive","name":"langmem","python_support":"supports_current","summary":"Prebuilt utilities for memory management and retrieval."},"popularity":{"monthly_downloads":725853,"position":5219,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.0.30"}