LLM Assist API to ignore intents if not needed for exposed entities or calling device (#118283)

* LLM Assist API to ignore timer intents if device doesn't support it

* Refactor to use API instances

* Extract ToolContext class

* Limit exposed intents based on exposed entities
This commit is contained in:
Paulus Schoutsen
2024-05-28 21:29:18 -04:00
committed by GitHub
parent e0264c8604
commit 615a1eda51
8 changed files with 302 additions and 181 deletions

View File

@@ -5,6 +5,7 @@ from unittest.mock import Mock, patch
import pytest
import voluptuous as vol
from homeassistant.components.intent import async_register_timer_handler
from homeassistant.core import Context, HomeAssistant, State
from homeassistant.exceptions import HomeAssistantError
from homeassistant.helpers import (
@@ -22,53 +23,84 @@ from homeassistant.util import yaml
from tests.common import MockConfigEntry
async def test_get_api_no_existing(hass: HomeAssistant) -> None:
@pytest.fixture
def tool_input_context() -> llm.ToolContext:
"""Return tool input context."""
return llm.ToolContext(
platform="",
context=None,
user_prompt=None,
language=None,
assistant=None,
device_id=None,
)
async def test_get_api_no_existing(
hass: HomeAssistant, tool_input_context: llm.ToolContext
) -> None:
"""Test getting an llm api where no config exists."""
with pytest.raises(HomeAssistantError):
llm.async_get_api(hass, "non-existing")
await llm.async_get_api(hass, "non-existing", tool_input_context)
async def test_register_api(hass: HomeAssistant) -> None:
async def test_register_api(
hass: HomeAssistant, tool_input_context: llm.ToolContext
) -> None:
"""Test registering an llm api."""
class MyAPI(llm.API):
async def async_get_api_prompt(self, tool_input: llm.ToolInput) -> str:
"""Return a prompt for the tool."""
return ""
def async_get_tools(self) -> list[llm.Tool]:
async def async_get_api_instance(
self, tool_input: llm.ToolInput
) -> llm.APIInstance:
"""Return a list of tools."""
return []
return llm.APIInstance(self, "", [], tool_input_context)
api = MyAPI(hass=hass, id="test", name="Test")
llm.async_register_api(hass, api)
assert llm.async_get_api(hass, "test") is api
instance = await llm.async_get_api(hass, "test", tool_input_context)
assert instance.api is api
assert api in llm.async_get_apis(hass)
with pytest.raises(HomeAssistantError):
llm.async_register_api(hass, api)
async def test_call_tool_no_existing(hass: HomeAssistant) -> None:
async def test_call_tool_no_existing(
hass: HomeAssistant, tool_input_context: llm.ToolContext
) -> None:
"""Test calling an llm tool where no config exists."""
instance = await llm.async_get_api(hass, "assist", tool_input_context)
with pytest.raises(HomeAssistantError):
await llm.async_get_api(hass, "intent").async_call_tool(
llm.ToolInput(
"test_tool",
{},
"test_platform",
None,
None,
None,
None,
None,
),
await instance.async_call_tool(
llm.ToolInput("test_tool", {}),
)
async def test_assist_api(hass: HomeAssistant) -> None:
async def test_assist_api(
hass: HomeAssistant, entity_registry: er.EntityRegistry
) -> None:
"""Test Assist API."""
assert await async_setup_component(hass, "homeassistant", {})
entity_registry.async_get_or_create(
"light",
"kitchen",
"mock-id-kitchen",
original_name="Kitchen",
suggested_object_id="kitchen",
).write_unavailable_state(hass)
test_context = Context()
tool_context = llm.ToolContext(
platform="test_platform",
context=test_context,
user_prompt="test_text",
language="*",
assistant="conversation",
device_id="test_device",
)
schema = {
vol.Optional("area"): cv.string,
vol.Optional("floor"): cv.string,
@@ -77,22 +109,33 @@ async def test_assist_api(hass: HomeAssistant) -> None:
class MyIntentHandler(intent.IntentHandler):
intent_type = "test_intent"
slot_schema = schema
platforms = set() # Match none
intent_handler = MyIntentHandler()
intent.async_register(hass, intent_handler)
assert len(llm.async_get_apis(hass)) == 1
api = llm.async_get_api(hass, "assist")
tools = api.async_get_tools()
assert len(tools) == 1
tool = tools[0]
api = await llm.async_get_api(hass, "assist", tool_context)
assert len(api.tools) == 0
# Match all
intent_handler.platforms = None
api = await llm.async_get_api(hass, "assist", tool_context)
assert len(api.tools) == 1
# Match specific domain
intent_handler.platforms = {"light"}
api = await llm.async_get_api(hass, "assist", tool_context)
assert len(api.tools) == 1
tool = api.tools[0]
assert tool.name == "test_intent"
assert tool.description == "Execute Home Assistant test_intent intent"
assert tool.parameters == vol.Schema(intent_handler.slot_schema)
assert str(tool) == "<IntentTool - test_intent>"
test_context = Context()
assert test_context.json_fragment # To reproduce an error case in tracing
intent_response = intent.IntentResponse("*")
intent_response.matched_states = [State("light.matched", "on")]
@@ -100,12 +143,6 @@ async def test_assist_api(hass: HomeAssistant) -> None:
tool_input = llm.ToolInput(
tool_name="test_intent",
tool_args={"area": "kitchen", "floor": "ground_floor"},
platform="test_platform",
context=test_context,
user_prompt="test_text",
language="*",
assistant="test_assistant",
device_id="test_device",
)
with patch(
@@ -114,18 +151,18 @@ async def test_assist_api(hass: HomeAssistant) -> None:
response = await api.async_call_tool(tool_input)
mock_intent_handle.assert_awaited_once_with(
hass,
"test_platform",
"test_intent",
{
hass=hass,
platform="test_platform",
intent_type="test_intent",
slots={
"area": {"value": "kitchen"},
"floor": {"value": "ground_floor"},
},
"test_text",
test_context,
"*",
"test_assistant",
"test_device",
text_input="test_text",
context=test_context,
language="*",
assistant="conversation",
device_id="test_device",
)
assert response == {
"card": {},
@@ -140,7 +177,27 @@ async def test_assist_api(hass: HomeAssistant) -> None:
}
async def test_assist_api_description(hass: HomeAssistant) -> None:
async def test_assist_api_get_timer_tools(
hass: HomeAssistant, tool_input_context: llm.ToolContext
) -> None:
"""Test getting timer tools with Assist API."""
assert await async_setup_component(hass, "homeassistant", {})
assert await async_setup_component(hass, "intent", {})
api = await llm.async_get_api(hass, "assist", tool_input_context)
assert "HassStartTimer" not in [tool.name for tool in api.tools]
tool_input_context.device_id = "test_device"
async_register_timer_handler(hass, "test_device", lambda *args: None)
api = await llm.async_get_api(hass, "assist", tool_input_context)
assert "HassStartTimer" in [tool.name for tool in api.tools]
async def test_assist_api_description(
hass: HomeAssistant, tool_input_context: llm.ToolContext
) -> None:
"""Test intent description with Assist API."""
class MyIntentHandler(intent.IntentHandler):
@@ -150,10 +207,9 @@ async def test_assist_api_description(hass: HomeAssistant) -> None:
intent.async_register(hass, MyIntentHandler())
assert len(llm.async_get_apis(hass)) == 1
api = llm.async_get_api(hass, "assist")
tools = api.async_get_tools()
assert len(tools) == 1
tool = tools[0]
api = await llm.async_get_api(hass, "assist", tool_input_context)
assert len(api.tools) == 1
tool = api.tools[0]
assert tool.name == "test_intent"
assert tool.description == "my intent handler"
@@ -167,20 +223,18 @@ async def test_assist_api_prompt(
) -> None:
"""Test prompt for the assist API."""
assert await async_setup_component(hass, "homeassistant", {})
assert await async_setup_component(hass, "intent", {})
context = Context()
tool_input = llm.ToolInput(
tool_name=None,
tool_args=None,
tool_context = llm.ToolContext(
platform="test_platform",
context=context,
user_prompt="test_text",
language="*",
assistant="conversation",
device_id="test_device",
device_id=None,
)
api = llm.async_get_api(hass, "assist")
prompt = await api.async_get_api_prompt(tool_input)
assert prompt == (
api = await llm.async_get_api(hass, "assist", tool_context)
assert api.api_prompt == (
"Only if the user wants to control a device, tell them to expose entities to their "
"voice assistant in Home Assistant."
)
@@ -308,7 +362,7 @@ async def test_assist_api_prompt(
)
)
exposed_entities = llm._get_exposed_entities(hass, tool_input.assistant)
exposed_entities = llm._get_exposed_entities(hass, tool_context.assistant)
assert exposed_entities == {
"light.1": {
"areas": "Test Area 2",
@@ -373,40 +427,55 @@ async def test_assist_api_prompt(
"Call the intent tools to control Home Assistant. "
"When controlling an area, prefer passing area name."
)
no_timer_prompt = "This device does not support timers."
prompt = await api.async_get_api_prompt(tool_input)
area_prompt = (
"Reject all generic commands like 'turn on the lights' because we don't know in what area "
"this conversation is happening."
)
assert prompt == (
api = await llm.async_get_api(hass, "assist", tool_context)
assert api.api_prompt == (
f"""{first_part_prompt}
{area_prompt}
{no_timer_prompt}
{exposed_entities_prompt}"""
)
# Fake that request is made from a specific device ID
tool_input.device_id = device.id
prompt = await api.async_get_api_prompt(tool_input)
# Fake that request is made from a specific device ID with an area
tool_context.device_id = device.id
area_prompt = (
"You are in area Test Area and all generic commands like 'turn on the lights' "
"should target this area."
)
assert prompt == (
api = await llm.async_get_api(hass, "assist", tool_context)
assert api.api_prompt == (
f"""{first_part_prompt}
{area_prompt}
{no_timer_prompt}
{exposed_entities_prompt}"""
)
# Add floor
floor = floor_registry.async_create("2")
area_registry.async_update(area.id, floor_id=floor.floor_id)
prompt = await api.async_get_api_prompt(tool_input)
area_prompt = (
"You are in area Test Area (floor 2) and all generic commands like 'turn on the lights' "
"should target this area."
)
assert prompt == (
api = await llm.async_get_api(hass, "assist", tool_context)
assert api.api_prompt == (
f"""{first_part_prompt}
{area_prompt}
{no_timer_prompt}
{exposed_entities_prompt}"""
)
# Register device for timers
async_register_timer_handler(hass, device.id, lambda *args: None)
api = await llm.async_get_api(hass, "assist", tool_context)
# The no_timer_prompt is gone
assert api.api_prompt == (
f"""{first_part_prompt}
{area_prompt}
{exposed_entities_prompt}"""
@@ -418,8 +487,8 @@ async def test_assist_api_prompt(
mock_user.id = "12345"
mock_user.name = "Test User"
with patch("homeassistant.auth.AuthManager.async_get_user", return_value=mock_user):
prompt = await api.async_get_api_prompt(tool_input)
assert prompt == (
api = await llm.async_get_api(hass, "assist", tool_context)
assert api.api_prompt == (
f"""{first_part_prompt}
{area_prompt}
The user name is Test User.