langmem 开源项目推荐（27 个）

panaversity /learn-agentic-ai

使用 Dapr Agentic Cloud Ascent (DACA) 设计模式和智能体原生云技术学习智能体 AI：OpenAI Agents SDK、Memory、MCP、A2A、知识图谱、Dapr、Rancher Desktop 和 Kubernetes。

judahpaul16 /gpt-home

ChatGPT at home! A better alternative to commercial smart home assistants, built on the Raspberry Pi using LiteLLM and LangGraph.

MemTensor /MemPrivacy

MemPrivacy是一个保护隐私的个性化内存管理框架，面向边缘云代理。

ISL270 /multi-agent-ai-realtor

Multi-agent AI system for real estate property search and appointment booking using LangGraph, OpenAI GPT-5, and Supabase

rishabbahal9 /LLM-memory-LangMem

Managing Memory in LLMs with LangMem.

ac12644 /MemGuard

Stop AI agents from confidently using stale facts. MemGuard validates memories in Mem0, Zep, Letta & LangMem against reality — trust scores, quarantine, tamper-proof audit trail, MCP tools. Like Datadog for agent memory.

augustsemrau /thesis2024

Master Thesis Project about Agent and Multi-Agent Teaching Systems combined with Personal Memory

NajiAboo /Langchain-version3

Langchain Tutorial

datapace-ai /agent-memory-benchmark

Vendor-neutral benchmark of AI agent memory tools (Mem0, LangMem, Cognee, Graphiti) against oracle, context-window and file-search baselines on LongMemEval, on free models. Companion to the Datapace article on choosing an agent memory tool.

ardelleinternecine541 /agentic-ai-patterns

Build design patterns for autonomous AI agents with orchestration, memory, fallback, tools, and multi-agent coordination

paganini2008 /ephemera

Production-grade multi-tenant AI Agent memory backend built with FastAPI, LangGraph, LangMem, Redis, Qdrant, and PostgreSQL.

PJuniszewski /resolver-oss

Typed semantic conflict resolution for multi-agent memory — pluggable merge-policy library for LangMem, Mem0, Letta, Cognee. Companion to agent-merge-bench.

ermermermermidk /mcp-ai-memory

🧠 Manage AI context seamlessly with the MCP server for storing and retrieving semantic memory across sessions. Enhance your AI's knowledge retention.

xmpuspus /agent-memory-testbench

Open testbench for agent-memory evaluation. Inspect historical evidence locally with no API key and no Docker.

MvMukesh /LangMem-Insurance-Claims-Copilot-

Human-in-the-loop insurance claims copilot — LangChain agents, LangMem, Chroma RAG, FastAPI, and Next.js for FNOL triage and adjuster-assisted coverage recommendations.

geethikagattu /Festival_Agent

🎉 AI-powered agent that detects upcoming festivals and sends personalized, culturally aware greetings using NLP, calendar logic, and CrewAI automation.

MartinCastroAlvarez /langgraph-short-long-term-memory

Agent memory in LangGraph: short-term (SQLite checkpointer, trimming, summaries, time travel) vs long-term (per-user semantic store: facts, episodes, self-updated instructions). Runs 100% locally on ollama.

ToolSlack /code

ToolSlack: Exploiting Tool Execution Windows for Efficient LLM Agent Serving

zeroasterisk /langgraph-store-vertex-memorybank

LangGraph BaseStore backed by Vertex AI Agent Engine Memory Bank

kelbudiul /twagents

twagents is a framework for building and comparing language model agents with different memory architectures in interactive, text-based environments. It is designed to work with TextWorld and focuses on exploring how working, episodic, and semantic memory influence agent behavior, recall, and decision-making.