Public Access
271 lines
7.8 KiB
Python
271 lines
7.8 KiB
Python
"""Config flow for GroqCloud Whisper integration."""
|
|
|
|
from __future__ import annotations
|
|
|
|
import asyncio
|
|
from typing import Any
|
|
from types import MappingProxyType
|
|
|
|
import groq
|
|
|
|
import requests
|
|
import voluptuous as vol
|
|
|
|
from homeassistant.core import HomeAssistant
|
|
from homeassistant.config_entries import (
|
|
ConfigEntry,
|
|
ConfigFlow,
|
|
ConfigFlowResult,
|
|
OptionsFlow,
|
|
)
|
|
from homeassistant import exceptions
|
|
from homeassistant.const import CONF_API_KEY, CONF_NAME, CONF_LLM_HASS_API, CONF_MODEL
|
|
from homeassistant.helpers import llm
|
|
import homeassistant.helpers.config_validation as cv
|
|
from homeassistant.helpers.selector import (
|
|
NumberSelector,
|
|
NumberSelectorConfig,
|
|
SelectOptionDict,
|
|
SelectSelector,
|
|
SelectSelectorConfig,
|
|
TemplateSelector,
|
|
)
|
|
|
|
from . import LOGGER
|
|
from .const import (
|
|
CONF_PROMPT,
|
|
CONF_TEMPERATURE,
|
|
DEFAULT_NAME,
|
|
CONF_CHAT_MODEL,
|
|
CONF_MAX_TOKENS,
|
|
CONF_PROMPT,
|
|
CONF_RECOMMENDED,
|
|
CONF_TEMPERATURE,
|
|
CONF_TOP_P,
|
|
DOMAIN,
|
|
RECOMMENDED_CHAT_MODEL,
|
|
RECOMMENDED_MAX_TOKENS,
|
|
RECOMMENDED_TEMPERATURE,
|
|
RECOMMENDED_TOP_P,
|
|
)
|
|
|
|
STEP_USER_DATA_SCHEMA = vol.Schema(
|
|
{
|
|
vol.Required(CONF_NAME, default=DEFAULT_NAME): cv.string,
|
|
vol.Required(CONF_API_KEY): cv.string,
|
|
}
|
|
)
|
|
|
|
RECOMMENDED_OPTIONS = {
|
|
CONF_RECOMMENDED: True,
|
|
CONF_LLM_HASS_API: llm.LLM_API_ASSIST,
|
|
CONF_PROMPT: llm.DEFAULT_INSTRUCTIONS_PROMPT,
|
|
}
|
|
|
|
|
|
async def validate_input(hass: HomeAssistant, data: dict[str, Any]):
|
|
"""Validate the user input."""
|
|
|
|
obscured_api_key = data.get(CONF_API_KEY)
|
|
data[CONF_API_KEY] = "<api_key>"
|
|
LOGGER.debug("User validation got: %s", data)
|
|
data[CONF_API_KEY] = obscured_api_key
|
|
|
|
response = await asyncio.to_thread(
|
|
requests.get,
|
|
url="https://api.groq.com/openai/v1/models",
|
|
headers={
|
|
"Authorization": f"Bearer {data.get(CONF_API_KEY)}",
|
|
"Content-Type": "application/json"
|
|
},
|
|
)
|
|
|
|
LOGGER.debug("Models request took %f s and returned %d - %s", response.elapsed.seconds, response.status_code, response.reason)
|
|
|
|
if response.status_code == 401:
|
|
raise InvalidAPIKey
|
|
|
|
if response.status_code == 403:
|
|
raise UnauthorizedError
|
|
|
|
if response.status_code != 200:
|
|
raise UnknownError
|
|
|
|
for model in response.json().get("data", []):
|
|
if model.get("id") == data.get(CONF_MODEL):
|
|
break
|
|
if model == response.json().get("data")[-1]:
|
|
raise ModelNotFound
|
|
|
|
LOGGER.debug("User validation successful")
|
|
|
|
|
|
class GroqConfigFlow(ConfigFlow, domain=DOMAIN):
|
|
"""Handle UI config flow."""
|
|
|
|
VERSION = 1
|
|
MINOR_VERSION = 0
|
|
|
|
async def async_step_user(
|
|
self,
|
|
user_input: dict[str, Any] | None = None,
|
|
errors: dict[str, str] | None = None,
|
|
) -> ConfigFlowResult:
|
|
"""Handle initial step."""
|
|
if user_input is None:
|
|
return self.async_show_form(
|
|
step_id="user", data_schema=STEP_USER_DATA_SCHEMA
|
|
)
|
|
|
|
errors = {}
|
|
|
|
try:
|
|
await validate_input(self.hass, user_input)
|
|
except groq.APIConnectionError:
|
|
errors["base"] = "cannot_connect"
|
|
except groq.AuthenticationError:
|
|
errors["base"] = "invalid_auth"
|
|
except Exception:
|
|
LOGGER.exception("Unexpected exception")
|
|
errors["base"] = "unknown"
|
|
else:
|
|
return self.async_create_entry(
|
|
title="GroqCloud",
|
|
data=user_input,
|
|
options=RECOMMENDED_OPTIONS,
|
|
)
|
|
|
|
return self.async_show_form(
|
|
step_id="user", data_schema=STEP_USER_DATA_SCHEMA, errors=errors
|
|
)
|
|
|
|
|
|
@staticmethod
|
|
def async_get_options_flow(
|
|
config_entry: ConfigEntry,
|
|
) -> OptionsFlow:
|
|
"""Create the options flow."""
|
|
return GroqOptionsFlow(config_entry)
|
|
|
|
|
|
|
|
class GroqOptionsFlow(OptionsFlow):
|
|
"""Groq Cloud config flow options handler."""
|
|
|
|
def __init__(self, config_entry: ConfigEntry) -> None:
|
|
"""Initialize options flow."""
|
|
self.config_entry = config_entry
|
|
self.last_rendered_recommended = config_entry.options.get(
|
|
CONF_RECOMMENDED, False
|
|
)
|
|
|
|
async def async_step_init(
|
|
self, user_input: dict[str, Any] | None = None
|
|
) -> ConfigFlowResult:
|
|
"""Manage the options."""
|
|
options: dict[str, Any] | MappingProxyType[str, Any] = self.config_entry.options
|
|
|
|
if user_input is not None:
|
|
if user_input[CONF_RECOMMENDED] == self.last_rendered_recommended:
|
|
if user_input[CONF_LLM_HASS_API] == "none":
|
|
user_input.pop(CONF_LLM_HASS_API)
|
|
return self.async_create_entry(title="", data=user_input)
|
|
|
|
# Re-render the options again, now with the recommended options shown/hidden
|
|
self.last_rendered_recommended = user_input[CONF_RECOMMENDED]
|
|
|
|
options = {
|
|
CONF_RECOMMENDED: user_input[CONF_RECOMMENDED],
|
|
CONF_PROMPT: user_input[CONF_PROMPT],
|
|
CONF_LLM_HASS_API: user_input[CONF_LLM_HASS_API],
|
|
}
|
|
|
|
schema = groq_config_option_schema(self.hass, options)
|
|
return self.async_show_form(
|
|
step_id="init",
|
|
data_schema=vol.Schema(schema),
|
|
)
|
|
|
|
|
|
def groq_config_option_schema(
|
|
hass: HomeAssistant,
|
|
options: dict[str, Any] | MappingProxyType[str, Any],
|
|
) -> dict:
|
|
"""Return a schema for Groq Cloud completion options."""
|
|
hass_apis: list[SelectOptionDict] = [
|
|
SelectOptionDict(
|
|
label="No control",
|
|
value="none",
|
|
)
|
|
]
|
|
hass_apis.extend(
|
|
SelectOptionDict(
|
|
label=api.name,
|
|
value=api.id,
|
|
)
|
|
for api in llm.async_get_apis(hass)
|
|
)
|
|
|
|
schema = {
|
|
vol.Optional(
|
|
CONF_PROMPT,
|
|
description={
|
|
"suggested_value": options.get(
|
|
CONF_PROMPT, llm.DEFAULT_INSTRUCTIONS_PROMPT
|
|
)
|
|
},
|
|
): TemplateSelector(),
|
|
vol.Optional(
|
|
CONF_LLM_HASS_API,
|
|
description={"suggested_value": options.get(CONF_LLM_HASS_API)},
|
|
default="none",
|
|
): SelectSelector(SelectSelectorConfig(options=hass_apis)),
|
|
vol.Required(
|
|
CONF_RECOMMENDED, default=options.get(CONF_RECOMMENDED, False)
|
|
): bool,
|
|
}
|
|
|
|
if options.get(CONF_RECOMMENDED):
|
|
return schema
|
|
|
|
schema.update(
|
|
{
|
|
vol.Optional(
|
|
CONF_CHAT_MODEL,
|
|
description={"suggested_value": options.get(CONF_CHAT_MODEL)},
|
|
default=RECOMMENDED_CHAT_MODEL,
|
|
): str,
|
|
vol.Optional(
|
|
CONF_MAX_TOKENS,
|
|
description={"suggested_value": options.get(CONF_MAX_TOKENS)},
|
|
default=RECOMMENDED_MAX_TOKENS,
|
|
): int,
|
|
vol.Optional(
|
|
CONF_TOP_P,
|
|
description={"suggested_value": options.get(CONF_TOP_P)},
|
|
default=RECOMMENDED_TOP_P,
|
|
): NumberSelector(NumberSelectorConfig(min=0, max=1, step=0.05)),
|
|
vol.Optional(
|
|
CONF_TEMPERATURE,
|
|
description={"suggested_value": options.get(CONF_TEMPERATURE)},
|
|
default=RECOMMENDED_TEMPERATURE,
|
|
): NumberSelector(NumberSelectorConfig(min=0, max=2, step=0.05)),
|
|
}
|
|
)
|
|
return schema
|
|
|
|
|
|
class UnknownError(exceptions.HomeAssistantError):
|
|
"""Unknown error."""
|
|
|
|
|
|
class UnauthorizedError(exceptions.HomeAssistantError):
|
|
"""API key valid but doesn't have the rights to use Whisper."""
|
|
|
|
|
|
class InvalidAPIKey(exceptions.HomeAssistantError):
|
|
"""Invalid api_key error."""
|
|
|
|
|
|
class ModelNotFound(exceptions.HomeAssistantError):
|
|
"""Model can't be found in the GroqCloud model's list.""" |