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Memory Systems

Give your agents the ability to remember conversations and retrieve relevant knowledge.

Overview

Since v0.10.0, the memory system has been refactored into two specialized types:

Chat Memory: Sequential conversation history for maintaining dialogue context Knowledge Memory: Semantic knowledge retrieval (RAG) for storing and searching facts using vector similarity

Quick Start

from react_agent_framework import ReactAgent
from react_agent_framework.core.memory.chat import SQLiteChatMemory
from react_agent_framework.core.memory.knowledge import ChromaKnowledgeMemory

agent = ReactAgent(
    name="Smart Assistant",
    chat_memory=SQLiteChatMemory("./chat.db"),
    knowledge_memory=ChromaKnowledgeMemory("./knowledge")
)

See complete documentation for details.