Create __init__.py

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smkrv
2024-11-14 18:32:41 +03:00
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"""The HA Text AI Integration."""
from __future__ import annotations
import asyncio
import logging
from typing import Any
import openai
import voluptuous as vol
from homeassistant.config_entries import ConfigEntry
from homeassistant.const import CONF_API_KEY, Platform
from homeassistant.core import HomeAssistant, ServiceCall
from homeassistant.helpers import entity_registry as er
from homeassistant.helpers.entity_component import EntityComponent
from homeassistant.helpers import config_validation as cv
from homeassistant.components import input_text
from .const import (
DOMAIN,
CONF_API_BASE,
CONF_REQUEST_INTERVAL,
DEFAULT_API_BASE,
DEFAULT_REQUEST_INTERVAL,
TEXT_HELPER_PREFIX,
TEXT_HELPER_MAX_LENGTH,
)
_LOGGER = logging.getLogger(__name__)
PLATFORMS: list[Platform] = []
async def async_setup(hass: HomeAssistant, config: dict) -> bool:
"""Set up the HA Text AI component."""
hass.data.setdefault(DOMAIN, {})
return True
async def async_setup_entry(hass: HomeAssistant, entry: ConfigEntry) -> bool:
"""Set up HA Text AI from a config entry."""
hass.data[DOMAIN][entry.entry_id] = {
CONF_API_KEY: entry.data[CONF_API_KEY],
CONF_API_BASE: entry.data.get(CONF_API_BASE, DEFAULT_API_BASE),
CONF_REQUEST_INTERVAL: entry.data.get(CONF_REQUEST_INTERVAL, DEFAULT_REQUEST_INTERVAL),
"queue": [],
"processing": False,
}
async def create_text_helper(name: str) -> str:
"""Create a Text Helper if it doesn't exist."""
object_id = f"{TEXT_HELPER_PREFIX}{name}"
entity_id = f"input_text.{object_id}"
entity_registry = er.async_get(hass)
if entity_registry.async_get(entity_id) is None:
await hass.services.async_call(
"input_text",
"create",
{
"name": f"AI Response {name}",
"id": object_id,
"max": TEXT_HELPER_MAX_LENGTH,
"initial": "",
},
)
return entity_id
async def handle_text_ai_call(call: ServiceCall) -> None:
"""Handle the text AI service call."""
entry_id = list(hass.data[DOMAIN].keys())[0] # Используем первую настроенную интеграцию
response_id = call.data.get("response_id", "default")
entity_id = await create_text_helper(response_id)
request_data = {
"prompt": call.data["prompt"],
"model": call.data.get("model", "gpt-3.5-turbo"),
"temperature": call.data.get("temperature", 0.7),
"max_tokens": call.data.get("max_tokens", 150),
"top_p": call.data.get("top_p", 1.0),
"frequency_penalty": call.data.get("frequency_penalty", 0.0),
"presence_penalty": call.data.get("presence_penalty", 0.0),
"entity_id": entity_id,
}
hass.data[DOMAIN][entry_id]["queue"].append(request_data)
if not hass.data[DOMAIN][entry_id]["processing"]:
asyncio.create_task(process_queue(hass, entry_id))
async def process_queue(hass: HomeAssistant, entry_id: str) -> None:
"""Process the queue of requests."""
if hass.data[DOMAIN][entry_id]["processing"]:
return
hass.data[DOMAIN][entry_id]["processing"] = True
while hass.data[DOMAIN][entry_id]["queue"]:
request = hass.data[DOMAIN][entry_id]["queue"].pop(0)
try:
openai.api_key = hass.data[DOMAIN][entry_id][CONF_API_KEY]
openai.api_base = hass.data[DOMAIN][entry_id][CONF_API_BASE]
response = await hass.async_add_executor_job(
lambda: openai.ChatCompletion.create(
model=request["model"],
messages=[{"role": "user", "content": request["prompt"]}],
temperature=request["temperature"],
max_tokens=request["max_tokens"],
top_p=request["top_p"],
frequency_penalty=request["frequency_penalty"],
presence_penalty=request["presence_penalty"],
)
)
response_text = response.choices[0].message.content
await hass.services.async_call(
"input_text",
"set_value",
{
"entity_id": request["entity_id"],
"value": response_text
},
)
except Exception as e:
_LOGGER.error("Error processing request: %s", str(e))
await asyncio.sleep(hass.data[DOMAIN][entry_id][CONF_REQUEST_INTERVAL])
hass.data[DOMAIN][entry_id]["processing"] = False
hass.services.async_register(
DOMAIN,
"text_ai_call",
handle_text_ai_call,
schema=vol.Schema({
vol.Required("prompt"): cv.string,
vol.Optional("response_id", default="default"): cv.string,
vol.Optional("model", default="gpt-3.5-turbo"): cv.string,
vol.Optional("temperature", default=0.7): vol.Coerce(float),
vol.Optional("max_tokens", default=150): vol.Coerce(int),
vol.Optional("top_p", default=1.0): vol.Coerce(float),
vol.Optional("frequency_penalty", default=0.0): vol.Coerce(float),
vol.Optional("presence_penalty", default=0.0): vol.Coerce(float),
})
)
return True
async def async_unload_entry(hass: HomeAssistant, entry: ConfigEntry) -> bool:
"""Unload a config entry."""
hass.data[DOMAIN].pop(entry.entry_id)
return True