mnemosyne-autogen 0.1.0

AutoGen v0.4 MemoryStore adapter for the Mnemosyne memory substrate. Implements the MemoryStore protocol with per-agent container scoping, hybrid BM25+vector recall, async support for high-throughput multi-agent runs.

mnemosyne-autogen

AutoGen v0.4 MemoryStore adapter for the Mnemosyne memory substrate. Implements the MemoryStore protocol with per-agent container scoping, hybrid BM25+vector recall, and async support for high-throughput multi-agent runs.

Install

pip install mnemosyne-autogen

Quick start

from mnemosyne_autogen import MnemosyneMemoryStore
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

store = MnemosyneMemoryStore(container_tag="alice")
store.add("I prefer dark mode.")
store.add("I use VS Code.")

results = store.query("editor preferences", limit=5)
for r in results:
    print(r.content, r.metadata)

client = OpenAIChatCompletionClient(model="gpt-4")
agent = AssistantAgent("alice", model_client=client, memory=[store])

License

MIT © Geass Labs