80 lines
2.7 KiB
Python
80 lines
2.7 KiB
Python
import os
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import uuid
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from memgpt import MemGPT
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from memgpt.config import MemGPTConfig
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from memgpt import constants
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import memgpt.functions.function_sets.base as base_functions
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from .utils import wipe_config
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# test_agent_id = "test_agent"
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test_agent_name = f"test_client_{str(uuid.uuid4())}"
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test_user_id = uuid.uuid4()
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client = None
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agent_obj = None
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def create_test_agent():
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"""Create a test agent that we can call functions on"""
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wipe_config()
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global client
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if os.getenv("OPENAI_API_KEY"):
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client = MemGPT(quickstart="openai")
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else:
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client = MemGPT(quickstart="memgpt_hosted")
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user = client.server.create_user({"id": test_user_id})
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client.user_id = user.id
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assert user is not None
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agent_state = client.create_agent(
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agent_config={
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"user_id": user.id,
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"name": test_agent_name,
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"persona": constants.DEFAULT_PERSONA,
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"human": constants.DEFAULT_HUMAN,
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}
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)
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global agent_obj
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config = MemGPTConfig.load()
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agent_obj = client.server._get_or_load_agent(user_id=test_user_id, agent_id=agent_state.id)
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def test_summarize():
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"""Test summarization via sending the summarize CLI command or via a direct call to the agent object"""
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global client
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global agent_obj
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if agent_obj is None:
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create_test_agent()
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assert agent_obj is not None, "Run create_agent test first"
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assert client is not None, "Run create_agent test first"
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# First send a few messages (5)
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response = client.user_message(
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agent_id=agent_obj.agent_state.id, message="Hey, how's it going? What do you think about this whole shindig"
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)
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assert response is not None and len(response) > 0
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print(f"test_summarize: response={response}")
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response = client.user_message(agent_id=agent_obj.agent_state.id, message="Any thoughts on the meaning of life?")
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assert response is not None and len(response) > 0
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print(f"test_summarize: response={response}")
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response = client.user_message(agent_id=agent_obj.agent_state.id, message="Does the number 42 ring a bell?")
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assert response is not None and len(response) > 0
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print(f"test_summarize: response={response}")
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response = client.user_message(
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agent_id=agent_obj.agent_state.id, message="Would you be surprised to learn that you're actually conversing with an AI right now?"
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)
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assert response is not None and len(response) > 0
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print(f"test_summarize: response={response}")
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agent_obj.summarize_messages_inplace()
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print(f"Summarization succeeded: messages[1] = \n{agent_obj.messages[1]}")
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# response = client.run_command(agent_id=agent_obj.agent_state.id, command="summarize")
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