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https://github.com/khoj-ai/khoj.git
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Add unit tests for agents
- Add permutations of testing for with, without knowledge base. Private, public, different users.
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4 changed files with 237 additions and 2 deletions
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@ -640,6 +640,16 @@ class AgentAdapters:
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agents = await sync_to_async(AgentAdapters.get_all_accessible_agents)(user)
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agents = await sync_to_async(AgentAdapters.get_all_accessible_agents)(user)
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return await sync_to_async(list)(agents)
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return await sync_to_async(list)(agents)
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@staticmethod
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async def ais_agent_accessible(agent: Agent, user: KhojUser) -> bool:
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if agent.privacy_level == Agent.PrivacyLevel.PUBLIC:
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return True
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if agent.creator == user:
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return True
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if agent.privacy_level == Agent.PrivacyLevel.PROTECTED:
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return True
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return False
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@staticmethod
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@staticmethod
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def get_conversation_agent_by_id(agent_id: int):
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def get_conversation_agent_by_id(agent_id: int):
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agent = Agent.objects.filter(id=agent_id).first()
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agent = Agent.objects.filter(id=agent_id).first()
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@ -21,6 +21,7 @@ from starlette.authentication import has_required_scope, requires
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from khoj.configure import initialize_content
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from khoj.configure import initialize_content
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from khoj.database import adapters
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from khoj.database import adapters
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from khoj.database.adapters import (
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from khoj.database.adapters import (
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AgentAdapters,
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AutomationAdapters,
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AutomationAdapters,
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ConversationAdapters,
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ConversationAdapters,
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EntryAdapters,
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EntryAdapters,
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@ -114,10 +115,16 @@ async def execute_search(
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dedupe: Optional[bool] = True,
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dedupe: Optional[bool] = True,
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agent: Optional[Agent] = None,
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agent: Optional[Agent] = None,
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):
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):
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start_time = time.time()
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# Run validation checks
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# Run validation checks
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results: List[SearchResponse] = []
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results: List[SearchResponse] = []
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start_time = time.time()
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# Ensure the agent, if present, is accessible by the user
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if user and agent and not await AgentAdapters.ais_agent_accessible(agent, user):
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logger.error(f"Agent {agent.slug} is not accessible by user {user}")
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return results
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if q is None or q == "":
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if q is None or q == "":
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logger.warning(f"No query param (q) passed in API call to initiate search")
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logger.warning(f"No query param (q) passed in API call to initiate search")
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return results
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return results
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@ -178,6 +178,13 @@ def api_user4(default_user4):
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)
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)
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@pytest.mark.django_db
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@pytest.fixture
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def default_openai_chat_model_option():
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chat_model = ChatModelOptionsFactory(chat_model="gpt-4o-mini", model_type="openai")
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return chat_model
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@pytest.mark.django_db
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@pytest.mark.django_db
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@pytest.fixture
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@pytest.fixture
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def offline_agent():
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def offline_agent():
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211
tests/test_agents.py
Normal file
211
tests/test_agents.py
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@ -0,0 +1,211 @@
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# tests/test_agents.py
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import os
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import pytest
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from asgiref.sync import sync_to_async
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from khoj.database.adapters import AgentAdapters
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from khoj.database.models import Agent, ChatModelOptions, Entry, KhojUser
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from khoj.routers.api import execute_search
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from khoj.utils.helpers import get_absolute_path
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from tests.helpers import ChatModelOptionsFactory
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def test_create_default_agent(default_user: KhojUser):
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ChatModelOptionsFactory()
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agent = AgentAdapters.create_default_agent(default_user)
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assert agent is not None
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assert agent.input_tools == []
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assert agent.output_modes == []
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assert agent.privacy_level == Agent.PrivacyLevel.PUBLIC
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assert agent.managed_by_admin == True
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@pytest.mark.anyio
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@pytest.mark.django_db(transaction=True)
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async def test_create_or_update_agent(default_user: KhojUser, default_openai_chat_model_option: ChatModelOptions):
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new_agent = await AgentAdapters.aupdate_agent(
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default_user,
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"Test Agent",
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"Test Personality",
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Agent.PrivacyLevel.PRIVATE,
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"icon",
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"color",
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default_openai_chat_model_option.chat_model,
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[],
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[],
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[],
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)
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assert new_agent is not None
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assert new_agent.name == "Test Agent"
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assert new_agent.privacy_level == Agent.PrivacyLevel.PRIVATE
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assert new_agent.creator == default_user
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@pytest.mark.anyio
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@pytest.mark.django_db(transaction=True)
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async def test_create_or_update_agent_with_knowledge_base(
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default_user2: KhojUser, default_openai_chat_model_option: ChatModelOptions, chat_client
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):
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full_filename = get_absolute_path("tests/data/markdown/having_kids.markdown")
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new_agent = await AgentAdapters.aupdate_agent(
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default_user2,
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"Test Agent",
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"Test Personality",
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Agent.PrivacyLevel.PRIVATE,
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"icon",
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"color",
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default_openai_chat_model_option.chat_model,
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[full_filename],
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[],
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[],
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)
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entries = await sync_to_async(list)(Entry.objects.filter(agent=new_agent))
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file_names = set()
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for entry in entries:
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file_names.add(entry.file_path)
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assert new_agent is not None
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assert new_agent.name == "Test Agent"
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assert new_agent.privacy_level == Agent.PrivacyLevel.PRIVATE
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assert new_agent.creator == default_user2
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assert len(entries) > 0
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assert full_filename in file_names
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assert len(file_names) == 1
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@pytest.mark.anyio
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@pytest.mark.django_db(transaction=True)
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async def test_create_or_update_agent_with_knowledge_base_and_search(
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default_user2: KhojUser, default_openai_chat_model_option: ChatModelOptions, chat_client
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):
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full_filename = get_absolute_path("tests/data/markdown/having_kids.markdown")
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new_agent = await AgentAdapters.aupdate_agent(
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default_user2,
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"Test Agent",
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"Test Personality",
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Agent.PrivacyLevel.PRIVATE,
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"icon",
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"color",
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default_openai_chat_model_option.chat_model,
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[full_filename],
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[],
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[],
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)
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search_result = await execute_search(user=default_user2, q="having kids", agent=new_agent)
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assert len(search_result) == 5
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@pytest.mark.anyio
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@pytest.mark.django_db(transaction=True)
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async def test_agent_with_knowledge_base_and_search_not_creator(
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default_user2: KhojUser, default_openai_chat_model_option: ChatModelOptions, chat_client, default_user3: KhojUser
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):
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full_filename = get_absolute_path("tests/data/markdown/having_kids.markdown")
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new_agent = await AgentAdapters.aupdate_agent(
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default_user2,
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"Test Agent",
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"Test Personality",
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Agent.PrivacyLevel.PUBLIC,
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"icon",
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"color",
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default_openai_chat_model_option.chat_model,
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[full_filename],
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[],
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[],
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)
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search_result = await execute_search(user=default_user3, q="having kids", agent=new_agent)
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assert len(search_result) == 5
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@pytest.mark.anyio
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@pytest.mark.django_db(transaction=True)
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async def test_agent_with_knowledge_base_and_search_not_creator_and_private(
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default_user2: KhojUser, default_openai_chat_model_option: ChatModelOptions, chat_client, default_user3: KhojUser
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):
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full_filename = get_absolute_path("tests/data/markdown/having_kids.markdown")
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new_agent = await AgentAdapters.aupdate_agent(
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default_user2,
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"Test Agent",
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"Test Personality",
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Agent.PrivacyLevel.PRIVATE,
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"icon",
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"color",
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default_openai_chat_model_option.chat_model,
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[full_filename],
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[],
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[],
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)
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search_result = await execute_search(user=default_user3, q="having kids", agent=new_agent)
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assert len(search_result) == 0
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@pytest.mark.anyio
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@pytest.mark.django_db(transaction=True)
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async def test_agent_with_knowledge_base_and_search_not_creator_and_private_accessible_to_none(
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default_user2: KhojUser, default_openai_chat_model_option: ChatModelOptions, chat_client
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):
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full_filename = get_absolute_path("tests/data/markdown/having_kids.markdown")
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new_agent = await AgentAdapters.aupdate_agent(
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default_user2,
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"Test Agent",
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"Test Personality",
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Agent.PrivacyLevel.PRIVATE,
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"icon",
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"color",
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default_openai_chat_model_option.chat_model,
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[full_filename],
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[],
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[],
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)
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search_result = await execute_search(user=None, q="having kids", agent=new_agent)
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assert len(search_result) == 5
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@pytest.mark.anyio
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@pytest.mark.django_db(transaction=True)
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async def test_multiple_agents_with_knowledge_base_and_users(
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default_user2: KhojUser, default_openai_chat_model_option: ChatModelOptions, chat_client, default_user3: KhojUser
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):
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full_filename = get_absolute_path("tests/data/markdown/having_kids.markdown")
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new_agent = await AgentAdapters.aupdate_agent(
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default_user2,
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"Test Agent",
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"Test Personality",
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Agent.PrivacyLevel.PUBLIC,
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"icon",
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"color",
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default_openai_chat_model_option.chat_model,
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[full_filename],
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[],
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[],
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)
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full_filename2 = get_absolute_path("tests/data/markdown/Namita.markdown")
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new_agent2 = await AgentAdapters.aupdate_agent(
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default_user2,
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"Test Agent 2",
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"Test Personality",
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Agent.PrivacyLevel.PUBLIC,
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"icon",
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"color",
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default_openai_chat_model_option.chat_model,
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[full_filename2],
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[],
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[],
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)
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search_result = await execute_search(user=default_user3, q="having kids", agent=new_agent2)
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search_result2 = await execute_search(user=default_user3, q="Namita", agent=new_agent2)
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assert len(search_result) == 0
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assert len(search_result2) == 1
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