fleet-memory/hindsight-api/tests/test_agents_api.py
Nicolò Boschi 4f2833873c
feat: introduce mental models (#132)
* mental models

* DRAFT: refactor entity observations

* fix db patch

* agentic

* agentic

* reflect agent

* new style

* more

* fix ci

* fix

* fix
2026-01-16 11:16:41 +01:00

143 lines
5.2 KiB
Python

"""
Tests for agent management API (profile, disposition).
"""
import pytest
import uuid
from hindsight_api import MemoryEngine, RequestContext
from hindsight_api.api import CreateBankRequest, DispositionTraits
from hindsight_api.engine.memory_engine import Budget
def unique_agent_id(prefix: str) -> str:
"""Generate a unique agent ID for testing."""
return f"{prefix}_{uuid.uuid4().hex[:8]}"
class TestAgentProfile:
"""Tests for agent profile management."""
@pytest.mark.asyncio
async def test_get_agent_profile_creates_default(self, memory: MemoryEngine, request_context):
"""Test that getting a profile for a new agent creates default disposition."""
bank_id = unique_agent_id("test_profile_default")
profile = await memory.get_bank_profile(bank_id, request_context=request_context)
assert profile is not None
assert "disposition" in profile
disposition = profile["disposition"]
assert disposition.skepticism == 3
assert disposition.literalism == 3
assert disposition.empathy == 3
@pytest.mark.asyncio
async def test_update_agent_disposition(self, memory: MemoryEngine, request_context):
"""Test updating agent disposition traits."""
bank_id = unique_agent_id("test_profile_update")
profile = await memory.get_bank_profile(bank_id, request_context=request_context)
assert profile["disposition"].skepticism == 3
new_disposition = {
"skepticism": 5,
"literalism": 4,
"empathy": 2,
}
await memory.update_bank_disposition(bank_id, new_disposition, request_context=request_context)
updated_profile = await memory.get_bank_profile(bank_id, request_context=request_context)
disposition = updated_profile["disposition"]
assert disposition.skepticism == new_disposition["skepticism"]
assert disposition.literalism == new_disposition["literalism"]
assert disposition.empathy == new_disposition["empathy"]
@pytest.mark.asyncio
async def test_list_agents(self, memory: MemoryEngine, request_context):
"""Test listing all agents."""
agent_id_1 = unique_agent_id("test_list")
agent_id_2 = unique_agent_id("test_list")
agent_id_3 = unique_agent_id("test_list")
await memory.get_bank_profile(agent_id_1, request_context=request_context)
await memory.get_bank_profile(agent_id_2, request_context=request_context)
await memory.get_bank_profile(agent_id_3, request_context=request_context)
agents = await memory.list_banks(request_context=request_context)
agent_ids = [a["bank_id"] for a in agents]
assert agent_id_1 in agent_ids
assert agent_id_2 in agent_ids
assert agent_id_3 in agent_ids
for agent in agents:
assert "bank_id" in agent
assert "disposition" in agent
assert "created_at" in agent
assert "updated_at" in agent
class TestAgentEndpoint:
"""Tests for agent PUT endpoint logic."""
@pytest.mark.asyncio
async def test_put_agent_create(self, memory: MemoryEngine, request_context):
"""Test creating an agent via PUT endpoint."""
bank_id = unique_agent_id("test_put_create")
request = CreateBankRequest(
disposition=DispositionTraits(
skepticism=4,
literalism=5,
empathy=2
),
)
profile = await memory.get_bank_profile(bank_id, request_context=request_context)
if request.disposition is not None:
await memory.update_bank_disposition(
bank_id,
request.disposition.model_dump(),
request_context=request_context,
)
final_profile = await memory.get_bank_profile(bank_id, request_context=request_context)
assert final_profile["disposition"].skepticism == 4
assert final_profile["disposition"].literalism == 5
class TestAgentDispositionIntegration:
"""Tests for disposition integration with other features."""
@pytest.mark.asyncio
async def test_think_uses_disposition(self, memory: MemoryEngine, request_context):
"""Test that THINK operation uses agent disposition."""
bank_id = unique_agent_id("test_think")
disposition = {
"skepticism": 5, # Very skeptical
"literalism": 4, # High literalism
"empathy": 2, # Low empathy
}
await memory.update_bank_disposition(bank_id, disposition, request_context=request_context)
await memory.retain_batch_async(
bank_id=bank_id,
contents=[
{"content": "Traditional painting techniques have been used for centuries"},
{"content": "Modern digital art is changing the art world"}
],
request_context=request_context,
)
result = await memory.reflect_async(
bank_id=bank_id,
query="What do you think about traditional vs modern art?",
budget=Budget.LOW,
request_context=request_context,
)
assert result.text is not None
assert len(result.text) > 0