Agentic AI – Long Term Memory Table Of Contents: What Is Long Term Memory. Implementation Of Long Term Memory. Long Term Memory Storage. Reading Long Term Memory. Writing Long Term Memory. (1) What Is Long Term Memory? (2) Implementation Of Long Term Memory. InMemoryStore PostgreSQL (3) Long Term Memory Storage InMemoryStore PostgreSQL (4) Reading Long Term Memory InMemoryStore from dataclasses import dataclass from langchain.agents import create_agent from langchain.tools import ToolRuntime, tool from langchain_core.runnables import Runnable from langgraph.store.memory import InMemoryStore @dataclass class Context: user_id: str # InMemoryStore saves data to an in-memory dictionary. Use a DB-backed store in production. store =

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