Files
ha-text-ai/custom_components/ha_text_ai/__init__.py
T
2024-11-19 14:00:33 +03:00

210 lines
7.0 KiB
Python

"""The HA text AI integration."""
import logging
from typing import Any
import voluptuous as vol
from homeassistant.config_entries import ConfigEntry
from homeassistant.const import CONF_API_KEY
from homeassistant.core import HomeAssistant, ServiceCall
import homeassistant.helpers.config_validation as cv
from homeassistant.exceptions import HomeAssistantError, ConfigEntryNotReady
from .const import (
DOMAIN,
PLATFORMS,
SERVICE_ASK_QUESTION,
SERVICE_CLEAR_HISTORY,
SERVICE_GET_HISTORY,
SERVICE_SET_SYSTEM_PROMPT,
CONF_MODEL,
CONF_TEMPERATURE,
CONF_MAX_TOKENS,
CONF_API_ENDPOINT,
CONF_REQUEST_INTERVAL,
)
_LOGGER = logging.getLogger(__name__)
def get_coordinator():
"""Get coordinator class with lazy import to avoid circular deps."""
from .coordinator import HATextAICoordinator
return HATextAICoordinator
CONFIG_SCHEMA = vol.Schema(
{
DOMAIN: vol.Schema(
{
vol.Required(CONF_API_KEY): cv.string,
vol.Optional(CONF_MODEL, default="gpt-3.5-turbo"): cv.string,
vol.Optional(CONF_TEMPERATURE, default=0.7): vol.Coerce(float),
vol.Optional(CONF_MAX_TOKENS, default=1000): vol.Coerce(int),
vol.Optional(CONF_REQUEST_INTERVAL, default=1.0): vol.Coerce(float),
vol.Optional(CONF_API_ENDPOINT): cv.string,
}
)
},
extra=vol.ALLOW_EXTRA,
)
async def async_setup(hass: HomeAssistant, config: dict[str, Any]) -> bool:
"""Set up the HA text AI component."""
hass.data.setdefault(DOMAIN, {})
async def async_ask_question(call: ServiceCall) -> None:
"""Handle the ask_question service call."""
if not hass.data[DOMAIN]:
raise HomeAssistantError("No AI Text integration configured")
coordinator = next(iter(hass.data[DOMAIN].values()))
question = call.data["question"]
original_params = {
"model": coordinator.model,
"temperature": coordinator.temperature,
"max_tokens": coordinator.max_tokens
}
try:
if "model" in call.data:
coordinator.model = call.data["model"]
if "temperature" in call.data:
coordinator.temperature = call.data["temperature"]
if "max_tokens" in call.data:
coordinator.max_tokens = call.data["max_tokens"]
await coordinator.async_ask_question(question)
except Exception as ex:
_LOGGER.error("Error asking question: %s", str(ex))
raise HomeAssistantError(f"Failed to ask question: {str(ex)}") from ex
finally:
coordinator.model = original_params["model"]
coordinator.temperature = original_params["temperature"]
coordinator.max_tokens = original_params["max_tokens"]
async def async_clear_history(call: ServiceCall) -> None:
"""Handle the clear_history service call."""
if not hass.data[DOMAIN]:
raise HomeAssistantError("No AI Text integration configured")
coordinator = next(iter(hass.data[DOMAIN].values()))
coordinator._responses.clear()
await coordinator.async_refresh()
async def async_get_history(call: ServiceCall) -> dict[str, list]:
"""Handle the get_history service call."""
if not hass.data[DOMAIN]:
raise HomeAssistantError("No AI Text integration configured")
coordinator = next(iter(hass.data[DOMAIN].values()))
if not coordinator._responses:
return {"history": []}
limit = call.data.get("limit", 10)
history = list(coordinator._responses.items())
limited_history = history[-limit:] if len(history) > limit else history
return {
"history": [
{"question": q, "response": r} for q, r in limited_history
]
}
async def async_set_system_prompt(call: ServiceCall) -> None:
"""Handle the set_system_prompt service call."""
if not hass.data[DOMAIN]:
raise HomeAssistantError("No AI Text integration configured")
coordinator = next(iter(hass.data[DOMAIN].values()))
coordinator.system_prompt = call.data["prompt"]
hass.services.async_register(
DOMAIN,
SERVICE_ASK_QUESTION,
async_ask_question,
schema=vol.Schema({
vol.Required("question"): cv.string,
vol.Optional("model"): cv.string,
vol.Optional("temperature"): vol.All(
vol.Coerce(float), vol.Range(min=0, max=2)
),
vol.Optional("max_tokens"): vol.All(
vol.Coerce(int), vol.Range(min=1, max=4096)
),
})
)
hass.services.async_register(
DOMAIN,
SERVICE_CLEAR_HISTORY,
async_clear_history,
schema=vol.Schema({})
)
hass.services.async_register(
DOMAIN,
SERVICE_GET_HISTORY,
async_get_history,
schema=vol.Schema({
vol.Optional("limit", default=10): vol.All(
vol.Coerce(int), vol.Range(min=1)
),
})
)
hass.services.async_register(
DOMAIN,
SERVICE_SET_SYSTEM_PROMPT,
async_set_system_prompt,
schema=vol.Schema({
vol.Required("prompt"): cv.string,
})
)
return True
async def async_setup_entry(hass: HomeAssistant, entry: ConfigEntry) -> bool:
"""Set up HA text AI from a config entry."""
HATextAICoordinator = get_coordinator()
try:
coordinator = HATextAICoordinator(
hass,
api_key=entry.data[CONF_API_KEY],
endpoint=entry.data.get(CONF_API_ENDPOINT),
model=entry.data.get(CONF_MODEL),
temperature=entry.data.get(CONF_TEMPERATURE),
max_tokens=entry.data.get(CONF_MAX_TOKENS),
request_interval=entry.data.get(CONF_REQUEST_INTERVAL),
)
await coordinator.async_config_entry_first_refresh()
hass.data[DOMAIN][entry.entry_id] = coordinator
return await hass.config_entries.async_forward_entry_setups(entry, PLATFORMS)
except Exception as ex:
raise ConfigEntryNotReady(f"Failed to setup entry: {str(ex)}") from ex
async def async_unload_entry(hass: HomeAssistant, entry: ConfigEntry) -> bool:
"""Unload a config entry."""
if entry.entry_id not in hass.data.get(DOMAIN, {}):
return True
unload_ok = await hass.config_entries.async_unload_platforms(entry, PLATFORMS)
if unload_ok:
hass.data[DOMAIN].pop(entry.entry_id)
# Remove services only if this was the last instance
if not hass.data[DOMAIN]:
services = [
SERVICE_ASK_QUESTION,
SERVICE_CLEAR_HISTORY,
SERVICE_GET_HISTORY,
SERVICE_SET_SYSTEM_PROMPT
]
for service in services:
if DOMAIN in hass.services.async_services() and \
service in hass.services.async_services()[DOMAIN]:
hass.services.async_remove(DOMAIN, service)
return unload_ok