ha-text-ai/custom_components/ha_text_ai/config_flow.py

"""
Config flow for HA text AI integration.

@license: CC BY-NC-SA 4.0 International
@author: SMKRV
@github: https://github.com/smkrv/ha-text-ai
@source: https://github.com/smkrv/ha-text-ai
"""
import logging
from typing import Any, Dict, Optional
from datetime import datetime, timedelta

import voluptuous as vol
from homeassistant import config_entries
from homeassistant.const import CONF_API_KEY, CONF_NAME
from homeassistant.core import callback
from homeassistant.data_entry_flow import FlowResult
from homeassistant.helpers.aiohttp_client import async_get_clientsession
from homeassistant.helpers import selector

from .const import (
    DOMAIN,
    CONF_MODEL,
    CONF_TEMPERATURE,
    CONF_MAX_TOKENS,
    CONF_API_ENDPOINT,
    CONF_REQUEST_INTERVAL,
    CONF_API_TIMEOUT,
    CONF_API_PROVIDER,
    CONF_CONTEXT_MESSAGES,
    API_PROVIDER_OPENAI,
    API_PROVIDER_ANTHROPIC,
    API_PROVIDER_DEEPSEEK,
    API_PROVIDER_GEMINI,
    API_PROVIDERS,
    DEFAULT_TEMPERATURE,
    DEFAULT_MAX_TOKENS,
    DEFAULT_REQUEST_INTERVAL,
    DEFAULT_API_TIMEOUT,
    DEFAULT_CONTEXT_MESSAGES,
    MIN_TEMPERATURE,
    MAX_TEMPERATURE,
    MIN_MAX_TOKENS,
    MAX_MAX_TOKENS,
    MIN_REQUEST_INTERVAL,
    MIN_API_TIMEOUT,
    MAX_API_TIMEOUT,
    DEFAULT_NAME_PREFIX,
    DEFAULT_MAX_HISTORY,
    CONF_MAX_HISTORY_SIZE,
)
from .utils import normalize_name  # noqa: F401 — re-exported for backward compat
from .providers import get_default_endpoint, get_default_model

_LOGGER = logging.getLogger(__name__)


class HATextAIConfigFlow(config_entries.ConfigFlow, domain=DOMAIN):
    """Handle a config flow for HA text AI."""

    VERSION = 1

    def __init__(self) -> None:
        """Initialize flow."""
        self._errors = {}
        self._data = {}
        self._provider = None

    async def async_step_user(self, user_input: Optional[Dict[str, Any]] = None) -> FlowResult:
        """Handle the initial step."""
        if user_input is None:
            return self.async_show_form(
                step_id="user",
                data_schema=vol.Schema({
                    vol.Required(CONF_API_PROVIDER): selector.SelectSelector(
                        selector.SelectSelectorConfig(
                            options=API_PROVIDERS,
                            translation_key="api_provider"
                        )
                    ),
                })
            )

        self._provider = user_input[CONF_API_PROVIDER]
        return await self.async_step_provider()

    async def async_step_provider(self, user_input: Optional[Dict[str, Any]] = None) -> FlowResult:
        """Handle provider configuration step."""
        self._errors = {}

        if user_input is None:
            default_endpoint = get_default_endpoint(self._provider)
            default_model = get_default_model(self._provider)

            return self.async_show_form(
                step_id="provider",
                data_schema=vol.Schema({
                    vol.Required(CONF_NAME, default="my_assistant"): str,
                    vol.Required(CONF_API_KEY): str,
                    vol.Required(CONF_MODEL, default=default_model): str,
                    vol.Required(CONF_API_ENDPOINT, default=default_endpoint): str,
                    vol.Optional(CONF_TEMPERATURE, default=DEFAULT_TEMPERATURE): vol.All(
                        vol.Coerce(float),
                        vol.Range(min=MIN_TEMPERATURE, max=MAX_TEMPERATURE)
                    ),
                    vol.Optional(CONF_MAX_TOKENS, default=DEFAULT_MAX_TOKENS): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=MIN_MAX_TOKENS, max=MAX_MAX_TOKENS)
                    ),
                    vol.Optional(CONF_REQUEST_INTERVAL, default=DEFAULT_REQUEST_INTERVAL): vol.All(
                        vol.Coerce(float),
                        vol.Range(min=MIN_REQUEST_INTERVAL)
                    ),
                    vol.Optional(CONF_API_TIMEOUT, default=DEFAULT_API_TIMEOUT): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=MIN_API_TIMEOUT, max=MAX_API_TIMEOUT)
                    ),
                    vol.Optional(
                        CONF_CONTEXT_MESSAGES,
                        default=DEFAULT_CONTEXT_MESSAGES
                    ): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=1, max=20)
                    ),
                    vol.Optional(
                        CONF_MAX_HISTORY_SIZE,
                        default=DEFAULT_MAX_HISTORY
                    ): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=1, max=100)
                    ),
                })
            )

        # Debug log to identify what's in the input
        _LOGGER.debug(f"Provider step input data: {user_input}")

        input_copy = user_input.copy()

        # Check if CONF_NAME exists in input_copy and ensure it's not empty
        if CONF_NAME not in input_copy or not input_copy[CONF_NAME]:
            _LOGGER.warning(f"Missing name in configuration input: {input_copy}")
            input_copy[CONF_NAME] = f"gemini_assistant_{datetime.now().strftime('%Y%m%d_%H%M%S')}"
            _LOGGER.info(f"Auto-generated name: {input_copy[CONF_NAME]}")

        # Ensure API key is present
        if CONF_API_KEY not in input_copy or not input_copy[CONF_API_KEY]:
            self._errors["base"] = "invalid_auth"
            _LOGGER.error("API validation error: 'api_key'")
            return self.async_show_form(
                step_id="provider",
                data_schema=vol.Schema({
                    vol.Required(CONF_NAME, default=input_copy.get(CONF_NAME, "my_assistant")): str,
                    vol.Required(CONF_API_KEY): str,
                    vol.Required(CONF_MODEL, default=input_copy.get(CONF_MODEL, get_default_model(self._provider))): str,
                    vol.Required(CONF_API_ENDPOINT, default=input_copy.get(CONF_API_ENDPOINT, get_default_endpoint(self._provider))): str,
                    vol.Optional(CONF_TEMPERATURE, default=input_copy.get(CONF_TEMPERATURE, DEFAULT_TEMPERATURE)): vol.All(
                        vol.Coerce(float),
                        vol.Range(min=MIN_TEMPERATURE, max=MAX_TEMPERATURE)
                    ),
                    vol.Optional(CONF_MAX_TOKENS, default=input_copy.get(CONF_MAX_TOKENS, DEFAULT_MAX_TOKENS)): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=MIN_MAX_TOKENS, max=MAX_MAX_TOKENS)
                    ),
                    vol.Optional(CONF_REQUEST_INTERVAL, default=input_copy.get(CONF_REQUEST_INTERVAL, DEFAULT_REQUEST_INTERVAL)): vol.All(
                        vol.Coerce(float),
                        vol.Range(min=MIN_REQUEST_INTERVAL)
                    ),
                    vol.Optional(CONF_API_TIMEOUT, default=input_copy.get(CONF_API_TIMEOUT, DEFAULT_API_TIMEOUT)): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=MIN_API_TIMEOUT, max=MAX_API_TIMEOUT)
                    ),
                    vol.Optional(
                        CONF_CONTEXT_MESSAGES,
                        default=input_copy.get(CONF_CONTEXT_MESSAGES, DEFAULT_CONTEXT_MESSAGES)
                    ): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=1, max=20)
                    ),
                    vol.Optional(
                        CONF_MAX_HISTORY_SIZE,
                        default=input_copy.get(CONF_MAX_HISTORY_SIZE, DEFAULT_MAX_HISTORY)
                    ): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=1, max=100)
                    ),
                }),
                errors=self._errors
            )

        try:
            # Validate and normalize the name
            normalized_name = self._validate_and_normalize_name(input_copy[CONF_NAME])
            input_copy[CONF_NAME] = normalized_name
        except ValueError as e:
            return self.async_show_form(
                step_id="provider",
                data_schema=vol.Schema({
                    vol.Required(CONF_NAME, default=input_copy.get(CONF_NAME, "my_assistant")): str,
                    vol.Required(CONF_API_KEY, default=input_copy.get(CONF_API_KEY, "")): str,
                    vol.Required(CONF_MODEL, default=input_copy.get(CONF_MODEL, get_default_model(self._provider))): str,
                    vol.Required(CONF_API_ENDPOINT, default=input_copy.get(CONF_API_ENDPOINT, get_default_endpoint(self._provider))): str,
                    vol.Optional(CONF_TEMPERATURE, default=input_copy.get(CONF_TEMPERATURE, DEFAULT_TEMPERATURE)): vol.All(
                        vol.Coerce(float),
                        vol.Range(min=MIN_TEMPERATURE, max=MAX_TEMPERATURE)
                    ),
                    vol.Optional(CONF_MAX_TOKENS, default=input_copy.get(CONF_MAX_TOKENS, DEFAULT_MAX_TOKENS)): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=MIN_MAX_TOKENS, max=MAX_MAX_TOKENS)
                    ),
                    vol.Optional(CONF_REQUEST_INTERVAL, default=input_copy.get(CONF_REQUEST_INTERVAL, DEFAULT_REQUEST_INTERVAL)): vol.All(
                        vol.Coerce(float),
                        vol.Range(min=MIN_REQUEST_INTERVAL)
                    ),
                    vol.Optional(CONF_API_TIMEOUT, default=input_copy.get(CONF_API_TIMEOUT, DEFAULT_API_TIMEOUT)): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=MIN_API_TIMEOUT, max=MAX_API_TIMEOUT)
                    ),
                    vol.Optional(
                        CONF_CONTEXT_MESSAGES,
                        default=input_copy.get(CONF_CONTEXT_MESSAGES, DEFAULT_CONTEXT_MESSAGES)
                    ): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=1, max=20)
                    ),
                    vol.Optional(
                        CONF_MAX_HISTORY_SIZE,
                        default=input_copy.get(CONF_MAX_HISTORY_SIZE, DEFAULT_MAX_HISTORY)
                    ): vol.All(
                        vol.Coerce(int),
                        vol.Range(min=1, max=100)
                    ),
                }),
                errors={"name": str(e)}
            )

        try:
            # Special handling for Gemini API validation
            if self._provider == API_PROVIDER_GEMINI:
                # For Gemini, we just check if API key is present as there's no simple endpoint to validate
                if not input_copy.get(CONF_API_KEY):
                    self._errors["base"] = "invalid_auth"
                    _LOGGER.error("API validation error: 'api_key'")
                    return self.async_show_form(
                        step_id="provider",
                        data_schema=vol.Schema({
                            vol.Required(CONF_NAME, default=input_copy.get(CONF_NAME, "my_assistant")): str,
                            vol.Required(CONF_API_KEY): str,
                            vol.Required(CONF_MODEL, default=input_copy.get(CONF_MODEL, get_default_model(self._provider))): str,
                            vol.Required(CONF_API_ENDPOINT, default=input_copy.get(CONF_API_ENDPOINT, get_default_endpoint(self._provider))): str,
                            # Other fields remain the same
                        }),
                        errors=self._errors
                    )
            else:
                # For other providers, validate API connection
                if not await self._async_validate_api(input_copy):
                    return self.async_show_form(
                        step_id="provider",
                        data_schema=vol.Schema({
                            vol.Required(CONF_NAME, default=input_copy.get(CONF_NAME, "my_assistant")): str,
                            vol.Required(CONF_API_KEY, default=input_copy.get(CONF_API_KEY, "")): str,
                            vol.Required(CONF_MODEL, default=input_copy.get(CONF_MODEL, get_default_model(self._provider))): str,
                            vol.Required(CONF_API_ENDPOINT, default=input_copy.get(CONF_API_ENDPOINT, get_default_endpoint(self._provider))): str,
                            vol.Optional(CONF_TEMPERATURE, default=input_copy.get(CONF_TEMPERATURE, DEFAULT_TEMPERATURE)): vol.All(
                                vol.Coerce(float),
                                vol.Range(min=MIN_TEMPERATURE, max=MAX_TEMPERATURE)
                            ),
                            vol.Optional(CONF_MAX_TOKENS, default=input_copy.get(CONF_MAX_TOKENS, DEFAULT_MAX_TOKENS)): vol.All(
                                vol.Coerce(int),
                                vol.Range(min=MIN_MAX_TOKENS, max=MAX_MAX_TOKENS)
                            ),
                            vol.Optional(CONF_REQUEST_INTERVAL, default=input_copy.get(CONF_REQUEST_INTERVAL, DEFAULT_REQUEST_INTERVAL)): vol.All(
                                vol.Coerce(float),
                                vol.Range(min=MIN_REQUEST_INTERVAL)
                            ),
                            vol.Optional(CONF_API_TIMEOUT, default=input_copy.get(CONF_API_TIMEOUT, DEFAULT_API_TIMEOUT)): vol.All(
                                vol.Coerce(int),
                                vol.Range(min=MIN_API_TIMEOUT, max=MAX_API_TIMEOUT)
                            ),
                            vol.Optional(
                                CONF_CONTEXT_MESSAGES,
                                default=input_copy.get(CONF_CONTEXT_MESSAGES, DEFAULT_CONTEXT_MESSAGES)
                            ): vol.All(
                                vol.Coerce(int),
                                vol.Range(min=1, max=20)
                            ),
                            vol.Optional(
                                CONF_MAX_HISTORY_SIZE,
                                default=input_copy.get(CONF_MAX_HISTORY_SIZE, DEFAULT_MAX_HISTORY)
                            ): vol.All(
                                vol.Coerce(int),
                                vol.Range(min=1, max=100)
                            ),
                        }),
                        errors=self._errors
                    )
        except Exception as e:
            # Handle any unexpected exceptions during validation
            _LOGGER.exception("Unexpected error during API validation")
            return self.async_show_form(
                step_id="provider",
                data_schema=vol.Schema({
                    vol.Required(CONF_NAME, default=input_copy.get(CONF_NAME, "my_assistant")): str,
                    vol.Required(CONF_API_KEY, default=input_copy.get(CONF_API_KEY, "")): str,
                    vol.Required(CONF_MODEL, default=input_copy.get(CONF_MODEL, get_default_model(self._provider))): str,
                    vol.Required(CONF_API_ENDPOINT, default=input_copy.get(CONF_API_ENDPOINT, get_default_endpoint(self._provider))): str,
                    # Other fields remain the same
                }),
                errors={"base": str(e)}
            )

        # All validation passed, create the entry
        return await self._create_entry(input_copy)

    def _validate_and_normalize_name(self, name: str) -> str:
        """
        Validate and normalize name with detailed error handling.

        Raises:
            ValueError: If name is invalid

        Returns:
            Normalized name
        """
        if not name:
            raise ValueError("empty")

        name = name.strip()
        normalized = ''.join(
            c if c.isalnum() or c in ' _' else '_'  # Only allow underscores
            for c in name
        )

        normalized = normalized.replace(' ', '_').lower()

        for entry in self._async_current_entries():
            if entry.data.get(CONF_NAME, "") == normalized:
                raise ValueError("name_exists")

        normalized = normalized[:50]

        if not normalized:
            raise ValueError("empty")

        return normalized

    async def _async_validate_api(self, user_input: Dict[str, Any]) -> bool:
        """Validate API connection."""
        try:
            if CONF_API_KEY not in user_input:
                _LOGGER.error("API validation error: 'api_key'")
                self._errors["base"] = "invalid_auth"
                return False

            session = async_get_clientsession(self.hass)
            headers = self._get_api_headers(user_input)
            endpoint = user_input[CONF_API_ENDPOINT].rstrip('/')

            if self._provider == API_PROVIDER_GEMINI:
                if not user_input[CONF_API_KEY]:
                    self._errors["base"] = "invalid_auth"
                    return False
                return True
            else:
                check_url = (
                    f"{endpoint}/v1/models" if self._provider == API_PROVIDER_ANTHROPIC
                    else f"{endpoint}/models"
                )

                async with session.get(check_url, headers=headers) as response:
                    if response.status == 401:
                        self._errors["base"] = "invalid_auth"
                        return False
                    elif response.status not in [200, 404]:
                        self._errors["base"] = "cannot_connect"
                        return False
                    return True

        except Exception as err:
            _LOGGER.error("API validation error: %s", str(err))
            self._errors["base"] = "cannot_connect"
            return False

    def _get_api_headers(self, user_input: Dict[str, Any]) -> Dict[str, str]:
        """Get API headers based on provider."""
        if CONF_API_KEY not in user_input:
            return {"Content-Type": "application/json"}

        api_key = user_input[CONF_API_KEY]

        if self._provider == API_PROVIDER_ANTHROPIC:
            return {
                "x-api-key": api_key,
                "anthropic-version": "2023-06-01",
                "Content-Type": "application/json"
            }
        elif self._provider == API_PROVIDER_GEMINI:
            return {
                "Authorization": f"Bearer {api_key}",
                "Content-Type": "application/json"
            }
        return {
            "Authorization": f"Bearer {api_key}",
            "Content-Type": "application/json"
        }

    async def _create_entry(self, user_input: Dict[str, Any]) -> FlowResult:
        """Create the config entry with comprehensive data preservation."""
        instance_name = user_input[CONF_NAME]
        normalized_name = normalize_name(instance_name)

        unique_id = f"{DOMAIN}_{normalized_name}_{self._provider}".lower()

        default_model = get_default_model(self._provider)

        entry_data = {
            CONF_API_PROVIDER: self._provider,
            CONF_NAME: instance_name,
            "normalized_name": normalized_name,
            CONF_API_KEY: user_input.get(CONF_API_KEY),
            CONF_API_ENDPOINT: user_input.get(CONF_API_ENDPOINT),
            "unique_id": unique_id,
            CONF_MODEL: user_input.get(CONF_MODEL, default_model),
            CONF_TEMPERATURE: user_input.get(CONF_TEMPERATURE, DEFAULT_TEMPERATURE),
            CONF_MAX_TOKENS: user_input.get(CONF_MAX_TOKENS, DEFAULT_MAX_TOKENS),
            CONF_REQUEST_INTERVAL: user_input.get(CONF_REQUEST_INTERVAL, DEFAULT_REQUEST_INTERVAL),
            CONF_API_TIMEOUT: user_input.get(CONF_API_TIMEOUT, DEFAULT_API_TIMEOUT),
            CONF_CONTEXT_MESSAGES: user_input.get(CONF_CONTEXT_MESSAGES, DEFAULT_CONTEXT_MESSAGES),
            CONF_MAX_HISTORY_SIZE: user_input.get(CONF_MAX_HISTORY_SIZE, DEFAULT_MAX_HISTORY),
        }

        for key, value in user_input.items():
            if key not in entry_data:
                entry_data[key] = value

        _LOGGER.debug(f"Creating config entry with data: {entry_data}")

        return self.async_create_entry(
            title=instance_name,
            data=entry_data
        )

    @staticmethod
    @callback
    def async_get_options_flow(config_entry: config_entries.ConfigEntry) -> config_entries.OptionsFlow:
        """Get the options flow for this handler."""
        return OptionsFlowHandler()


class OptionsFlowHandler(config_entries.OptionsFlow):
    """Handle options flow."""

    def __init__(self) -> None:
        """Initialize options flow."""
        self._errors = {}
        self._selected_provider = None

    def _get_default_endpoint(self, provider: str) -> str:
        """Get default endpoint for provider."""
        return get_default_endpoint(provider)

    def _get_default_model(self, provider: str) -> str:
        """Get default model for provider."""
        return get_default_model(provider)

    def _get_api_headers(self, api_key: str, provider: str) -> Dict[str, str]:
        """Get API headers based on provider."""
        if provider == API_PROVIDER_ANTHROPIC:
            return {
                "x-api-key": api_key,
                "anthropic-version": "2023-06-01",
                "Content-Type": "application/json"
            }
        return {
            "Authorization": f"Bearer {api_key}",
            "Content-Type": "application/json"
        }

    async def _async_validate_api(self, provider: str, api_key: str, endpoint: str) -> bool:
        """Validate API connection."""
        try:
            if not api_key:
                self._errors["base"] = "invalid_auth"
                return False

            # For Gemini, just check if API key is present
            if provider == API_PROVIDER_GEMINI:
                return True

            session = async_get_clientsession(self.hass)
            headers = self._get_api_headers(api_key, provider)
            endpoint = endpoint.rstrip('/')

            check_url = (
                f"{endpoint}/v1/models" if provider == API_PROVIDER_ANTHROPIC
                else f"{endpoint}/models"
            )

            async with session.get(check_url, headers=headers) as response:
                if response.status == 401:
                    self._errors["base"] = "invalid_auth"
                    return False
                elif response.status not in [200, 404]:
                    self._errors["base"] = "cannot_connect"
                    return False
                return True

        except Exception as err:
            _LOGGER.error("API validation error: %s", str(err))
            self._errors["base"] = "cannot_connect"
            return False

    async def async_step_init(self, user_input: Optional[Dict[str, Any]] = None) -> FlowResult:
        """Handle provider selection step."""
        current_data = {**self.config_entry.data, **self.config_entry.options}
        current_provider = current_data.get(CONF_API_PROVIDER, API_PROVIDER_OPENAI)

        if user_input is not None:
            self._selected_provider = user_input.get(CONF_API_PROVIDER, current_provider)
            return await self.async_step_settings()

        return self.async_show_form(
            step_id="init",
            data_schema=vol.Schema({
                vol.Required(
                    CONF_API_PROVIDER,
                    default=current_provider
                ): selector.SelectSelector(
                    selector.SelectSelectorConfig(
                        options=API_PROVIDERS,
                        translation_key="api_provider"
                    )
                ),
            }),
            description_placeholders={
                "current_provider": current_provider
            }
        )

    async def async_step_settings(self, user_input: Optional[Dict[str, Any]] = None) -> FlowResult:
        """Handle settings configuration step."""
        self._errors = {}
        current_data = {**self.config_entry.data, **self.config_entry.options}
        provider = self._selected_provider or current_data.get(CONF_API_PROVIDER, API_PROVIDER_OPENAI)

        # Determine if provider changed to show appropriate defaults
        provider_changed = provider != current_data.get(CONF_API_PROVIDER)

        # Use new defaults if provider changed, otherwise use current values
        if provider_changed:
            default_endpoint = self._get_default_endpoint(provider)
            default_model = self._get_default_model(provider)
        else:
            default_endpoint = current_data.get(CONF_API_ENDPOINT, self._get_default_endpoint(provider))
            default_model = current_data.get(CONF_MODEL, self._get_default_model(provider))

        if user_input is not None:
            # Validate API connection
            api_key = user_input.get(CONF_API_KEY, current_data.get(CONF_API_KEY, ""))
            endpoint = user_input.get(CONF_API_ENDPOINT, default_endpoint)

            if await self._async_validate_api(provider, api_key, endpoint):
                # Merge with provider selection
                final_data = {
                    CONF_API_PROVIDER: provider,
                    **user_input
                }
                return self.async_create_entry(title="", data=final_data)

            # Show form again with errors
            return self.async_show_form(
                step_id="settings",
                data_schema=self._get_settings_schema(
                    provider=provider,
                    current_data=current_data,
                    user_input=user_input,
                    default_endpoint=default_endpoint,
                    default_model=default_model,
                ),
                errors=self._errors
            )

        return self.async_show_form(
            step_id="settings",
            data_schema=self._get_settings_schema(
                provider=provider,
                current_data=current_data,
                user_input=None,
                default_endpoint=default_endpoint,
                default_model=default_model,
            ),
            description_placeholders={
                "provider": provider
            }
        )

    def _get_settings_schema(
        self,
        provider: str,
        current_data: Dict[str, Any],
        user_input: Optional[Dict[str, Any]],
        default_endpoint: str,
        default_model: str,
    ) -> vol.Schema:
        """Build settings schema."""
        data = user_input or current_data

        return vol.Schema({
            vol.Required(
                CONF_API_KEY,
                default=data.get(CONF_API_KEY, "")
            ): str,
            vol.Required(
                CONF_API_ENDPOINT,
                default=data.get(CONF_API_ENDPOINT, default_endpoint)
            ): str,
            vol.Required(
                CONF_MODEL,
                default=data.get(CONF_MODEL, default_model)
            ): str,
            vol.Optional(
                CONF_TEMPERATURE,
                default=data.get(CONF_TEMPERATURE, DEFAULT_TEMPERATURE)
            ): vol.All(
                vol.Coerce(float),
                vol.Range(min=MIN_TEMPERATURE, max=MAX_TEMPERATURE)
            ),
            vol.Optional(
                CONF_MAX_TOKENS,
                default=data.get(CONF_MAX_TOKENS, DEFAULT_MAX_TOKENS)
            ): vol.All(
                vol.Coerce(int),
                vol.Range(min=MIN_MAX_TOKENS, max=MAX_MAX_TOKENS)
            ),
            vol.Optional(
                CONF_REQUEST_INTERVAL,
                default=data.get(CONF_REQUEST_INTERVAL, DEFAULT_REQUEST_INTERVAL)
            ): vol.All(
                vol.Coerce(float),
                vol.Range(min=MIN_REQUEST_INTERVAL)
            ),
            vol.Optional(
                CONF_API_TIMEOUT,
                default=data.get(CONF_API_TIMEOUT, DEFAULT_API_TIMEOUT)
            ): vol.All(
                vol.Coerce(int),
                vol.Range(min=MIN_API_TIMEOUT, max=MAX_API_TIMEOUT)
            ),
            vol.Optional(
                CONF_CONTEXT_MESSAGES,
                default=data.get(CONF_CONTEXT_MESSAGES, DEFAULT_CONTEXT_MESSAGES)
            ): vol.All(
                vol.Coerce(int),
                vol.Range(min=1, max=20)
            ),
            vol.Optional(
                CONF_MAX_HISTORY_SIZE,
                default=data.get(CONF_MAX_HISTORY_SIZE, DEFAULT_MAX_HISTORY)
            ): vol.All(
                vol.Coerce(int),
                vol.Range(min=1, max=100)
            ),
        })