intelli_shell/

config.rs

use std::{
    collections::{BTreeMap, HashMap},
    fs,
    path::PathBuf,
};

use color_eyre::{
    Result,
    eyre::{Context, ContextCompat, eyre},
};
use crossterm::{
    event::{KeyCode, KeyEvent, KeyModifiers},
    style::{Attribute, Attributes, Color, ContentStyle},
};
use directories::ProjectDirs;
use itertools::Itertools;
use serde::{
    Deserialize,
    de::{Deserializer, Error},
};

use crate::{
    ai::{AiClient, AiProviderBase},
    model::SearchMode,
};

/// Main configuration struct for the application
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct Config {
    /// Directory where the data must be stored
    pub data_dir: PathBuf,
    /// Whether to check for updates
    pub check_updates: bool,
    /// Whether the TUI must be rendered "inline" below the shell prompt
    pub inline: bool,
    /// Configuration for the search command
    pub search: SearchConfig,
    /// Configuration settings for application logging
    pub logs: LogsConfig,
    /// Configuration for the key bindings used within the TUI
    pub keybindings: KeyBindingsConfig,
    /// Configuration for the visual theme of the TUI
    pub theme: Theme,
    /// Configuration for the default gist when importing or exporting
    pub gist: GistConfig,
    /// Configuration to tune the search algorithm
    pub tuning: SearchTuning,
    /// Configuration for the AI integration
    pub ai: AiConfig,
}

/// Configuration for the search command
#[derive(Clone, Copy, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchConfig {
    /// The delay (in ms) to wait and accumulate type events before triggering the query
    pub delay: u64,
    /// The default search mode
    pub mode: SearchMode,
    /// Whether to search for user commands only by default (excluding tldr)
    pub user_only: bool,
    /// Whether to directly execute the command if it matches an alias exactly, instead of just selecting
    pub exec_on_alias_match: bool,
}

/// Configuration settings for application logging
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct LogsConfig {
    /// Whether application logging is enabled
    pub enabled: bool,
    /// The log filter to apply, controlling which logs are recorded.
    ///
    /// This string supports the `tracing-subscriber`'s environment filter syntax.
    pub filter: String,
}

/// Configuration for the key bindings used in the Terminal User Interface (TUI).
///
/// This struct holds the `KeyBinding` instances for various actions within the application's TUI, allowing users to
/// customize their interaction with the interface.
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct KeyBindingsConfig(
    #[serde(deserialize_with = "deserialize_bindings_with_defaults")] BTreeMap<KeyBindingAction, KeyBinding>,
);

/// Represents the distinct actions within the application that can be configured with specific key bindings
#[derive(Copy, Clone, Deserialize, PartialOrd, PartialEq, Eq, Ord, Debug)]
#[cfg_attr(test, derive(strum::EnumIter))]
#[serde(rename_all = "snake_case")]
pub enum KeyBindingAction {
    /// Exit the TUI gracefully
    Quit,
    /// Update the currently highlighted record or item
    Update,
    /// Delete the currently highlighted record or item
    Delete,
    /// Confirm a selection or action related to the highlighted record
    Confirm,
    /// Execute the action associated with the highlighted record or item
    Execute,
    /// Execute the action associated with the highlighted record or item
    #[serde(rename = "ai")]
    AI,
    /// Toggle the search mode
    SearchMode,
    /// Toggle whether to search for user commands only or include tldr's
    SearchUserOnly,
    /// Move to the next variable when replacing variables
    VariableNext,
    /// Move to the previous variable when replacing variables
    VariablePrev,
}

/// Represents a single logical key binding that can be triggered by one or more physical `KeyEvent`s.
///
/// Internally, it is stored as a `Vec<KeyEvent>` because multiple different key press combinations can map to the same
/// action.
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
pub struct KeyBinding(#[serde(deserialize_with = "deserialize_key_events")] Vec<KeyEvent>);

/// TUI theme configuration.
///
/// Defines the colors, styles, and highlighting behavior for the Terminal User Interface.
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct Theme {
    /// To be used as the primary style, like for selected items or main text
    #[serde(deserialize_with = "deserialize_style")]
    pub primary: ContentStyle,
    /// To be used as the secondary style, like for unselected items or less important text
    #[serde(deserialize_with = "deserialize_style")]
    pub secondary: ContentStyle,
    /// Accent style, typically used for highlighting specific elements like aliases or important keywords
    #[serde(deserialize_with = "deserialize_style")]
    pub accent: ContentStyle,
    /// Style for comments or less prominent information
    #[serde(deserialize_with = "deserialize_style")]
    pub comment: ContentStyle,
    /// Style for errors
    #[serde(deserialize_with = "deserialize_style")]
    pub error: ContentStyle,
    /// Optional background color for highlighted items
    #[serde(deserialize_with = "deserialize_color")]
    pub highlight: Option<Color>,
    /// The symbol displayed next to a highlighted item
    pub highlight_symbol: String,
    /// Primary style applied when an item is highlighted
    #[serde(deserialize_with = "deserialize_style")]
    pub highlight_primary: ContentStyle,
    /// Secondary style applied when an item is highlighted
    #[serde(deserialize_with = "deserialize_style")]
    pub highlight_secondary: ContentStyle,
    /// Accent style applied when an item is highlighted
    #[serde(deserialize_with = "deserialize_style")]
    pub highlight_accent: ContentStyle,
    /// Comments style applied when an item is highlighted
    #[serde(deserialize_with = "deserialize_style")]
    pub highlight_comment: ContentStyle,
}

/// Configuration settings for the default gist
#[derive(Clone, Default, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
pub struct GistConfig {
    /// Gist unique identifier
    pub id: String,
    /// Authentication token to use when writing to the gist
    pub token: String,
}

/// Holds all tunable parameters for the command and variable search ranking algorithms
#[derive(Clone, Copy, Default, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchTuning {
    /// Configuration for the command search ranking
    pub commands: SearchCommandTuning,
    /// Configuration for the variable values ranking
    pub variables: SearchVariableTuning,
}

/// Configures the ranking parameters for command search
#[derive(Clone, Copy, Default, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchCommandTuning {
    /// Defines weights and points for the text relevance component
    pub text: SearchCommandsTextTuning,
    /// Defines weights and points for the path-aware usage component
    pub path: SearchPathTuning,
    /// Defines points for the total usage component
    pub usage: SearchUsageTuning,
}

/// Defines weights and points for the text relevance (FTS) score component
#[derive(Clone, Copy, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchCommandsTextTuning {
    /// Points assigned to the normalized text relevance score in the final calculation
    pub points: u32,
    /// Weight for the command within the FTS bm25 calculation
    pub command: f64,
    /// Weight for the description field within the FTS bm25 calculation
    pub description: f64,
    /// Specific weights for the different strategies within the 'auto' search algorithm
    pub auto: SearchCommandsTextAutoTuning,
}

/// Tunable weights for the different matching strategies within the 'auto' search mode
#[derive(Clone, Copy, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchCommandsTextAutoTuning {
    /// Weight multiplier for results from the prefix-based FTS query
    pub prefix: f64,
    /// Weight multiplier for results from the fuzzy, all-words-match FTS query
    pub fuzzy: f64,
    /// Weight multiplier for results from the relaxed, any-word-match FTS query
    pub relaxed: f64,
    /// Boost multiplier to add when the first search term matches the start of the command's text
    pub root: f64,
}

/// Configures the path-aware scoring model
#[derive(Clone, Copy, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchPathTuning {
    /// Points assigned to the normalized path score in the final calculation
    pub points: u32,
    /// Weight for a usage record that matches the current working directory exactly
    pub exact: f64,
    /// Weight for a usage record from an ancestor (parent) directory
    pub ancestor: f64,
    /// Weight for a usage record from a descendant (child) directory
    pub descendant: f64,
    /// Weight for a usage record from any other unrelated path
    pub unrelated: f64,
}

/// Configures the total usage scoring model
#[derive(Clone, Copy, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchUsageTuning {
    /// Points assigned to the normalized total usage in the final calculation
    pub points: u32,
}

/// Configures the ranking parameters for variable values ranking
#[derive(Clone, Copy, Default, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchVariableTuning {
    /// Defines points for completions relevance component
    pub completion: SearchVariableCompletionTuning,
    /// Defines points for the context relevance component
    pub context: SearchVariableContextTuning,
    /// Defines weights and points for the path-aware usage component
    pub path: SearchPathTuning,
}

/// Defines points for the completions relevance score component of variable values
#[derive(Clone, Copy, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchVariableCompletionTuning {
    /// Points assigned for values present on the completions
    pub points: u32,
}

/// Defines points for the context relevance score component of variable values
#[derive(Clone, Copy, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct SearchVariableContextTuning {
    /// Points assigned for matching contextual information (e.g. other selected values)
    pub points: u32,
}

/// Main configuration for all AI-related features
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct AiConfig {
    /// A global switch to enable or disable all AI-powered functionality
    pub enabled: bool,
    /// Prompts used by the different ai-enabled features
    pub prompts: AiPromptsConfig,
    /// Which models from the catalog are used by which feature
    pub models: AiModelsConfig,
    /// A collection of named AI model configurations.
    ///
    /// Each entry maps a custom alias (e.g., `fast-model`, `smart-model`) to its specific provider settings. These
    /// aliases are then referenced by the `suggest`, `fix`, `import`, and `fallback` fields.
    #[serde(deserialize_with = "deserialize_catalog_with_defaults")]
    pub catalog: BTreeMap<String, AiModelConfig>,
}

/// Configuration for the prompts
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct AiPromptsConfig {
    /// The prompt to use when generating command suggestions from natural language.
    pub suggest: String,
    /// The prompt to use when explaining the fix for a failed command.
    pub fix: String,
    /// The prompt to use when importing commands (e.g., from a natural language page).
    pub import: String,
    /// The prompt used to generate a command for a dynamic completion.
    pub completion: String,
}

/// Configuration for the models to be used
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[cfg_attr(not(test), serde(default))]
pub struct AiModelsConfig {
    /// The alias of the AI model to use for generating command suggestions from natural language.
    /// This alias must correspond to a key in the `catalog` map.
    pub suggest: String,
    /// The alias of the AI model used to explain the fix for a failed command.
    /// This alias must correspond to a key in the `catalog` map.
    pub fix: String,
    /// The alias of the AI model to use when importing commands (e.g., from a natural language page).
    /// This alias must correspond to a key in the `catalog` map.
    pub import: String,
    /// The alias of the AI model to use when suggesting variable completion commands
    /// This alias must correspond to a key in the `catalog` map.
    pub completion: String,
    /// The alias of a model to use as a fallback when the primary model for a task fails due to rate limiting.
    /// This alias must correspond to a key in the `catalog` map.
    pub fallback: String,
}

/// Represents the configuration for a specific AI model, distinguished by the provider
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
#[serde(tag = "provider", rename_all = "snake_case")]
pub enum AiModelConfig {
    /// Configuration for OpenAI or compatible APIs
    Openai(OpenAiModelConfig),
    /// Configuration for Google Gemini API
    Gemini(GeminiModelConfig),
    /// Configuration for Anthropic API
    Anthropic(AnthropicModelConfig),
    /// Configuration for models served via Ollama
    Ollama(OllamaModelConfig),
}

/// Configuration for connecting to an OpenAI or a compatible API
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
pub struct OpenAiModelConfig {
    /// The exact model identifier to use (e.g., "gpt-4o", "gpt-3.5-turbo")
    pub model: String,
    /// The base URL of the API endpoint. Defaults to the official OpenAI API.
    ///
    /// Can be overridden to use other compatible services (e.g., Azure OpenAI, LiteLLM).
    #[serde(default = "default_openai_url")]
    pub url: String,
    /// The name of the environment variable containing the API key for this model. Defaults to `OPENAI_API_KEY`.
    #[serde(default = "default_openai_api_key_env")]
    pub api_key_env: String,
}
fn default_openai_url() -> String {
    "https://api.openai.com/v1".to_string()
}
fn default_openai_api_key_env() -> String {
    "OPENAI_API_KEY".to_string()
}

/// Configuration for connecting to the Google Gemini API
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
pub struct GeminiModelConfig {
    /// The exact model identifier to use (e.g., "gemini-2.5-flash-lite")
    pub model: String,
    /// The base URL of the API endpoint. Defaults to the official Google Gemini API.
    #[serde(default = "default_gemini_url")]
    pub url: String,
    /// The name of the environment variable containing the API key for this model. Defaults to `GEMINI_API_KEY`.
    #[serde(default = "default_gemini_api_key_env")]
    pub api_key_env: String,
}
fn default_gemini_url() -> String {
    "https://generativelanguage.googleapis.com/v1beta".to_string()
}
fn default_gemini_api_key_env() -> String {
    "GEMINI_API_KEY".to_string()
}

/// Configuration for connecting to the Anthropic API
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
pub struct AnthropicModelConfig {
    /// The exact model identifier to use (e.g., "claude-sonnet-4-0")
    pub model: String,
    /// The base URL of the API endpoint. Defaults to the official Anthropic API
    #[serde(default = "default_anthropic_url")]
    pub url: String,
    /// The name of the environment variable containing the API key for this model. Defaults to `ANTHROPIC_API_KEY`.
    #[serde(default = "default_anthropic_api_key_env")]
    pub api_key_env: String,
}
fn default_anthropic_url() -> String {
    "https://api.anthropic.com/v1".to_string()
}
fn default_anthropic_api_key_env() -> String {
    "ANTHROPIC_API_KEY".to_string()
}

/// Configuration for connecting to a local or remote Ollama instance
#[derive(Clone, Deserialize)]
#[cfg_attr(test, derive(Debug, PartialEq))]
pub struct OllamaModelConfig {
    /// The model name as configured in Ollama (e.g., "llama3", "mistral")
    pub model: String,
    /// The base URL of the Ollama server. Defaults to the standard local address.
    #[serde(default = "default_ollama_url")]
    pub url: String,
    /// The name of the environment variable containing the API key for this model. Defaults to `OLLAMA_API_KEY`.
    #[serde(default = "default_ollama_api_key_env")]
    pub api_key_env: String,
}
fn default_ollama_url() -> String {
    "http://localhost:11434".to_string()
}
fn default_ollama_api_key_env() -> String {
    "OLLAMA_API_KEY".to_string()
}

/// Statistics about how the configuration was loaded
pub struct ConfigLoadStats {
    /// Whether the config path used was the default one
    pub default_config_path: bool,
    /// The actual path from which the config was loaded (or attempted to be loaded)
    pub config_path: PathBuf,
    /// Whether the config file was found and loaded or the defaults were used
    pub config_loaded: bool,
    /// Whether the data dir used was the default one
    pub default_data_dir: bool,
}

impl Config {
    /// Initializes the application configuration.
    ///
    /// Attempts to load the configuration from the user's config directory (`config.toml`). If the file does not exist
    /// or has missing fields, it falls back to default values.
    pub fn init(config_file: Option<PathBuf>) -> Result<(Self, ConfigLoadStats)> {
        // Initialize directories
        let proj_dirs = ProjectDirs::from("org", "IntelliShell", "Intelli-Shell")
            .wrap_err("Couldn't initialize project directory")?;
        let config_dir = proj_dirs.config_dir().to_path_buf();

        // Initialize the stats and config
        let mut stats = ConfigLoadStats {
            default_config_path: config_file.is_none(),
            config_path: config_file.unwrap_or_else(|| config_dir.join("config.toml")),
            config_loaded: false,
            default_data_dir: false,
        };
        let mut config = if stats.config_path.exists() {
            stats.config_loaded = true;
            // Read from the config file, if found
            let config_str = fs::read_to_string(&stats.config_path)
                .wrap_err_with(|| format!("Couldn't read config file {}", stats.config_path.display()))?;
            toml::from_str(&config_str)
                .wrap_err_with(|| format!("Couldn't parse config file {}", stats.config_path.display()))?
        } else {
            // Use default values if not found
            Config::default()
        };
        // If no data dir is provided, use the default
        if config.data_dir.as_os_str().is_empty() {
            stats.default_data_dir = true;
            config.data_dir = proj_dirs.data_dir().to_path_buf();
        }

        // Validate there are no conflicts on the key bindings
        let conflicts = config.keybindings.find_conflicts();
        if !conflicts.is_empty() {
            return Err(eyre!(
                "Couldn't parse config file {}\n\nThere are some key binding conflicts:\n{}",
                stats.config_path.display(),
                conflicts
                    .into_iter()
                    .map(|(_, a)| format!("- {}", a.into_iter().map(|a| format!("{a:?}")).join(", ")))
                    .join("\n")
            ));
        }

        // Validate AI models are properly setup
        if config.ai.enabled {
            let AiModelsConfig {
                suggest,
                fix,
                import,
                completion,
                fallback,
            } = &config.ai.models;
            let catalog = &config.ai.catalog;

            let mut missing = Vec::new();
            if !catalog.contains_key(suggest) {
                missing.push((suggest, "suggest"));
            }
            if !catalog.contains_key(fix) {
                missing.push((fix, "fix"));
            }
            if !catalog.contains_key(import) {
                missing.push((import, "import"));
            }
            if !catalog.contains_key(completion) {
                missing.push((completion, "completion"));
            }
            if !catalog.contains_key(fallback) {
                missing.push((fallback, "fallback"));
            }

            if !missing.is_empty() {
                return Err(eyre!(
                    "Couldn't parse config file {}\n\nMissing model definitions on the catalog:\n{}",
                    stats.config_path.display(),
                    missing
                        .into_iter()
                        .into_group_map()
                        .into_iter()
                        .map(|(k, v)| format!(
                            "- {k} used in {}",
                            v.into_iter().map(|v| format!("ai.models.{v}")).join(", ")
                        ))
                        .join("\n")
                ));
            }
        }

        // Create the data directory if not found
        fs::create_dir_all(&config.data_dir)
            .wrap_err_with(|| format!("Could't create data dir {}", config.data_dir.display()))?;

        Ok((config, stats))
    }
}

impl KeyBindingsConfig {
    /// Retrieves the [KeyBinding] for a specific action
    pub fn get(&self, action: &KeyBindingAction) -> &KeyBinding {
        self.0.get(action).unwrap()
    }

    /// Finds the [KeyBindingAction] associated with the given [KeyEvent], if any
    pub fn get_action_matching(&self, event: &KeyEvent) -> Option<KeyBindingAction> {
        self.0.iter().find_map(
            |(action, binding)| {
                if binding.matches(event) { Some(*action) } else { None }
            },
        )
    }

    /// Finds all ambiguous key bindings where a single `KeyEvent` maps to multiple `KeyBindingAction`s
    pub fn find_conflicts(&self) -> Vec<(KeyEvent, Vec<KeyBindingAction>)> {
        // A map to store each KeyEvent and the list of actions it's bound to.
        let mut event_to_actions_map: HashMap<KeyEvent, Vec<KeyBindingAction>> = HashMap::new();

        // Iterate over all configured actions and their bindings.
        for (action, key_binding) in self.0.iter() {
            // For each KeyEvent defined within the current KeyBinding...
            for event_in_binding in key_binding.0.iter() {
                // Record that this event maps to the current action.
                event_to_actions_map.entry(*event_in_binding).or_default().push(*action);
            }
        }

        // Filter the map to find KeyEvents that map to more than one action.
        event_to_actions_map
            .into_iter()
            .filter_map(|(key_event, actions)| {
                if actions.len() > 1 {
                    Some((key_event, actions))
                } else {
                    None
                }
            })
            .collect()
    }
}

impl KeyBinding {
    /// Checks if a given `KeyEvent` matches any of the key events configured for this key binding, considering only the
    /// key `code` and its `modifiers`.
    pub fn matches(&self, event: &KeyEvent) -> bool {
        self.0
            .iter()
            .any(|e| e.code == event.code && e.modifiers == event.modifiers)
    }
}

impl Theme {
    /// Primary style applied when an item is highlighted, including the background color
    pub fn highlight_primary_full(&self) -> ContentStyle {
        if let Some(color) = self.highlight {
            let mut ret = self.highlight_primary;
            ret.background_color = Some(color);
            ret
        } else {
            self.highlight_primary
        }
    }

    /// Secondary style applied when an item is highlighted, including the background color
    pub fn highlight_secondary_full(&self) -> ContentStyle {
        if let Some(color) = self.highlight {
            let mut ret = self.highlight_secondary;
            ret.background_color = Some(color);
            ret
        } else {
            self.highlight_secondary
        }
    }

    /// Accent style applied when an item is highlighted, including the background color
    pub fn highlight_accent_full(&self) -> ContentStyle {
        if let Some(color) = self.highlight {
            let mut ret = self.highlight_accent;
            ret.background_color = Some(color);
            ret
        } else {
            self.highlight_accent
        }
    }

    /// Comments style applied when an item is highlighted, including the background color
    pub fn highlight_comment_full(&self) -> ContentStyle {
        if let Some(color) = self.highlight {
            let mut ret = self.highlight_comment;
            ret.background_color = Some(color);
            ret
        } else {
            self.highlight_comment
        }
    }
}

impl AiConfig {
    /// Retrieves a client configured for the `suggest` action
    pub fn suggest_client(&self) -> crate::errors::Result<AiClient<'_>> {
        AiClient::new(
            &self.models.suggest,
            self.catalog.get(&self.models.suggest).unwrap(),
            &self.models.fallback,
            self.catalog.get(&self.models.fallback),
        )
    }

    /// Retrieves a client configured for the `fix` action
    pub fn fix_client(&self) -> crate::errors::Result<AiClient<'_>> {
        AiClient::new(
            &self.models.fix,
            self.catalog.get(&self.models.fix).unwrap(),
            &self.models.fallback,
            self.catalog.get(&self.models.fallback),
        )
    }

    /// Retrieves a client configured for the `import` action
    pub fn import_client(&self) -> crate::errors::Result<AiClient<'_>> {
        AiClient::new(
            &self.models.import,
            self.catalog.get(&self.models.import).unwrap(),
            &self.models.fallback,
            self.catalog.get(&self.models.fallback),
        )
    }

    /// Retrieves a client configured for the `completion` action
    pub fn completion_client(&self) -> crate::errors::Result<AiClient<'_>> {
        AiClient::new(
            &self.models.completion,
            self.catalog.get(&self.models.completion).unwrap(),
            &self.models.fallback,
            self.catalog.get(&self.models.fallback),
        )
    }
}
impl AiModelConfig {
    pub fn provider(&self) -> &dyn AiProviderBase {
        match self {
            AiModelConfig::Openai(conf) => conf,
            AiModelConfig::Gemini(conf) => conf,
            AiModelConfig::Anthropic(conf) => conf,
            AiModelConfig::Ollama(conf) => conf,
        }
    }
}

impl Default for Config {
    fn default() -> Self {
        Self {
            data_dir: PathBuf::new(),
            check_updates: true,
            inline: true,
            search: SearchConfig::default(),
            logs: LogsConfig::default(),
            keybindings: KeyBindingsConfig::default(),
            theme: Theme::default(),
            gist: GistConfig::default(),
            tuning: SearchTuning::default(),
            ai: AiConfig::default(),
        }
    }
}
impl Default for SearchConfig {
    fn default() -> Self {
        Self {
            delay: 250,
            mode: SearchMode::Auto,
            user_only: false,
            exec_on_alias_match: false,
        }
    }
}
impl Default for LogsConfig {
    fn default() -> Self {
        Self {
            enabled: false,
            filter: String::from("info"),
        }
    }
}
impl Default for KeyBindingsConfig {
    fn default() -> Self {
        Self(BTreeMap::from([
            (KeyBindingAction::Quit, KeyBinding(vec![KeyEvent::from(KeyCode::Esc)])),
            (
                KeyBindingAction::Update,
                KeyBinding(vec![
                    KeyEvent::new(KeyCode::Char('u'), KeyModifiers::CONTROL),
                    KeyEvent::new(KeyCode::Char('e'), KeyModifiers::CONTROL),
                    KeyEvent::from(KeyCode::F(2)),
                ]),
            ),
            (
                KeyBindingAction::Delete,
                KeyBinding(vec![KeyEvent::new(KeyCode::Char('d'), KeyModifiers::CONTROL)]),
            ),
            (
                KeyBindingAction::Confirm,
                KeyBinding(vec![KeyEvent::from(KeyCode::Tab), KeyEvent::from(KeyCode::Enter)]),
            ),
            (
                KeyBindingAction::Execute,
                KeyBinding(vec![
                    KeyEvent::new(KeyCode::Enter, KeyModifiers::CONTROL),
                    KeyEvent::new(KeyCode::Char('r'), KeyModifiers::CONTROL),
                ]),
            ),
            (
                KeyBindingAction::AI,
                KeyBinding(vec![
                    KeyEvent::new(KeyCode::Char('i'), KeyModifiers::CONTROL),
                    KeyEvent::new(KeyCode::Char('x'), KeyModifiers::CONTROL),
                ]),
            ),
            (
                KeyBindingAction::SearchMode,
                KeyBinding(vec![KeyEvent::new(KeyCode::Char('s'), KeyModifiers::CONTROL)]),
            ),
            (
                KeyBindingAction::SearchUserOnly,
                KeyBinding(vec![KeyEvent::new(KeyCode::Char('o'), KeyModifiers::CONTROL)]),
            ),
            (
                KeyBindingAction::VariableNext,
                KeyBinding(vec![KeyEvent::new(KeyCode::Tab, KeyModifiers::CONTROL)]),
            ),
            (
                KeyBindingAction::VariablePrev,
                KeyBinding(vec![
                    KeyEvent::new(KeyCode::Tab, KeyModifiers::SHIFT),
                    KeyEvent::new(KeyCode::BackTab, KeyModifiers::SHIFT),
                ]),
            ),
        ]))
    }
}
impl Default for Theme {
    fn default() -> Self {
        let primary = ContentStyle::new();
        let highlight_primary = primary;

        let mut secondary = ContentStyle::new();
        secondary.attributes.set(Attribute::Dim);
        let highlight_secondary = ContentStyle::new();

        let mut accent = ContentStyle::new();
        accent.foreground_color = Some(Color::Yellow);
        let highlight_accent = accent;

        let mut comment = ContentStyle::new();
        comment.foreground_color = Some(Color::Green);
        comment.attributes.set(Attribute::Italic);
        let highlight_comment = comment;

        let mut error = ContentStyle::new();
        error.foreground_color = Some(Color::DarkRed);

        Self {
            primary,
            secondary,
            accent,
            comment,
            error,
            highlight: Some(Color::DarkGrey),
            highlight_symbol: String::from("» "),
            highlight_primary,
            highlight_secondary,
            highlight_accent,
            highlight_comment,
        }
    }
}
impl Default for SearchCommandsTextTuning {
    fn default() -> Self {
        Self {
            points: 600,
            command: 2.0,
            description: 1.0,
            auto: SearchCommandsTextAutoTuning::default(),
        }
    }
}
impl Default for SearchCommandsTextAutoTuning {
    fn default() -> Self {
        Self {
            prefix: 1.5,
            fuzzy: 1.0,
            relaxed: 0.5,
            root: 2.0,
        }
    }
}
impl Default for SearchUsageTuning {
    fn default() -> Self {
        Self { points: 100 }
    }
}
impl Default for SearchPathTuning {
    fn default() -> Self {
        Self {
            points: 300,
            exact: 1.0,
            ancestor: 0.5,
            descendant: 0.25,
            unrelated: 0.1,
        }
    }
}
impl Default for SearchVariableCompletionTuning {
    fn default() -> Self {
        Self { points: 200 }
    }
}
impl Default for SearchVariableContextTuning {
    fn default() -> Self {
        Self { points: 700 }
    }
}
fn default_ai_catalog() -> BTreeMap<String, AiModelConfig> {
    BTreeMap::from([
        (
            "main".to_string(),
            AiModelConfig::Gemini(GeminiModelConfig {
                model: "gemini-flash-latest".to_string(),
                url: default_gemini_url(),
                api_key_env: default_gemini_api_key_env(),
            }),
        ),
        (
            "fallback".to_string(),
            AiModelConfig::Gemini(GeminiModelConfig {
                model: "gemini-flash-lite-latest".to_string(),
                url: default_gemini_url(),
                api_key_env: default_gemini_api_key_env(),
            }),
        ),
    ])
}
impl Default for AiConfig {
    fn default() -> Self {
        Self {
            enabled: false,
            models: AiModelsConfig::default(),
            prompts: AiPromptsConfig::default(),
            catalog: default_ai_catalog(),
        }
    }
}
impl Default for AiModelsConfig {
    fn default() -> Self {
        Self {
            suggest: "main".to_string(),
            fix: "main".to_string(),
            import: "main".to_string(),
            completion: "main".to_string(),
            fallback: "fallback".to_string(),
        }
    }
}
impl Default for AiPromptsConfig {
    fn default() -> Self {
        Self {
            suggest: String::from(
                r#"##OS_SHELL_INFO##
##WORKING_DIR##
### Instructions
You are an expert CLI assistant. Your task is to generate shell command templates based on the user's request.

Your entire response MUST be a single, valid JSON object conforming to the provided schema and nothing else.

### Shell Paradigm, Syntax, and Versioning
**This is the most important instruction.** Shells have fundamentally different syntaxes, data models, and features depending on their family and version. You MUST adhere strictly to these constraints.

1. **Recognize the Shell Paradigm:**
   - **POSIX / Text-Stream (bash, zsh, fish):** Operate on **text streams**. Use tools like `grep`, `sed`, `awk`.
   - **Object-Pipeline (PowerShell, Nushell):** Operate on **structured data (objects)**. You MUST use internal commands for filtering/selection. AVOID external text-processing tools.
   - **Legacy (cmd.exe):** Has unique syntax for loops (`FOR`), variables (`%VAR%`), and filtering (`findstr`).

2. **Generate Idiomatic Code:**
   - Use the shell's built-in features and standard library.
   - Follow the shell's naming and style conventions (e.g., `Verb-Noun` in PowerShell).
   - Leverage the shell's core strengths (e.g., object manipulation in Nushell).

3. **Ensure Syntactic Correctness:**
   - Pay close attention to variable syntax (`$var`, `$env:VAR`, `$env.VAR`, `%VAR%`).
   - Use the correct operators and quoting rules for the target shell.

4. **Pay Critical Attention to the Version:**
   - The shell version is a primary constraint, not a suggestion. This is especially true for shells with rapid development cycles like **Nushell**.
   - You **MUST** generate commands that are compatible with the user's specified version.
   - Be aware of **breaking changes**. If a command was renamed, replaced, or deprecated in the user's version, you MUST provide the modern, correct equivalent.

### Command Template Syntax
When creating the `command` template string, you must use the following placeholder syntax:

- **Standard Placeholder**: `{{variable-name}}`
  - Use for regular arguments that the user needs to provide.
  - _Example_: `echo "Hello, {{user-name}}!"`

- **Choice Placeholder**: `{{option1|option2}}`
  - Use when the user must choose from a specific set of options.
  - _Example_: `git reset {{--soft|--hard}} HEAD~1`

- **Function Placeholder**: `{{variable:function}}`
  - Use to apply a transformation function to the user's input. Multiple functions can be chained (e.g., `{{variable:snake:upper}}`).
  - Allowed functions: `kebab`, `snake`, `upper`, `lower`, `url`.
  - _Example_: For a user input of "My New Feature", `git checkout -b {{branch-name:kebab}}` would produce `git checkout -b my-new-feature`.

- **Secret/Ephemeral Placeholder**: `{{{...}}}`
  - Use triple curly braces for sensitive values (like API keys, passwords) or for ephemeral content (like a commit message or a description). 
    This syntax can wrap any of the placeholder types above.
  - _Example_: `export GITHUB_TOKEN={{{api-key}}}` or `git commit -m "{{{message}}}"`

### Suggestion Strategy
Your primary goal is to provide the most relevant and comprehensive set of command templates. Adhere strictly to the following principles when deciding how many suggestions to provide:

1. **Explicit Single Suggestion:**
   - If the user's request explicitly asks for **a single suggestion**, you **MUST** return a list containing exactly one suggestion object.
   - To cover variations within this single command, make effective use of choice placeholders (e.g., `git reset {{--soft|--hard}}`).

2. **Clear & Unambiguous Request:**
   - If the request is straightforward and has one primary, standard solution, provide a **single, well-formed suggestion**.

3. **Ambiguous or Multi-faceted Request:**
   - If a request is ambiguous, has multiple valid interpretations, or can be solved using several distinct tools or methods, you **MUST provide a comprehensive list of suggestions**.
   - Each distinct approach or interpretation **must be a separate suggestion object**.
   - **Be comprehensive and do not limit your suggestions**. For example, a request for "undo a git commit" could mean `git reset`, `git revert`, or `git checkout`. A request to "find files" could yield suggestions for `find`, `fd`, and `locate`. Provide all valid, distinct alternatives.
   - **Order the suggestions by relevance**, with the most common or recommended solution appearing first.
"#,
            ),
            fix: String::from(
                r#"##OS_SHELL_INFO##
##WORKING_DIR##
##SHELL_HISTORY##
### Instructions
You are an expert command-line assistant. Your mission is to analyze a failed shell command and its error output, 
diagnose the root cause, and provide a structured, actionable solution in a single JSON object.

### Output Schema
Your response MUST be a single, valid JSON object with no surrounding text or markdown. It must conform to the following structure:
- `summary`: A very brief, 2-5 word summary of the error category. Examples: "Command Not Found", "Permission Denied", "Invalid Argument", "Git Typo".
- `diagnosis`: A detailed, human-readable explanation of the root cause of the error. This section should explain *what* went wrong and *why*, based on the provided command and error message. It should not contain the solution.
- `proposal`: A human-readable description of the recommended next steps. This can be a description of a fix, diagnostic commands to run, or a suggested workaround.
- `fixed_command`: The corrected, valid, ready-to-execute command string. This field should *only* be populated if a direct command correction is the primary solution (e.g., fixing a typo). For complex issues requiring explanation or privilege changes, this should be an empty string.

### Core Rules
1. **JSON Only**: Your entire output must be a single, raw JSON object. Do not wrap it in code blocks or add any explanatory text.
2. **Holistic Analysis**: Analyze the command's context, syntax, and common user errors. Don't just parse the error message. Consider the user's likely intent.
3. **Strict Wrapping**: Hard-wrap all string values within the JSON to a maximum of 80 characters.
4. **`fixed_command` Logic**: Always populate `fixed_command` with the most likely command to resolve the error. Only leave this field as an empty string if the user's intent is unclear from the context.
"#,
            ),
            import: String::from(
                r#"### Instructions
You are an expert tool that extracts and generalizes shell command patterns from arbitrary text content. Your goal is to analyze the provided text, identify all unique command patterns, and present them as a list of suggestions.

Your entire response MUST be a single, valid JSON object conforming to the provided schema. Output nothing but the JSON object itself.

Refer to the syntax definitions, process, and example below to construct your response.

### Command Template Syntax
When creating the `command` template string, you must use the following placeholder syntax:

- **Standard Placeholder**: `{{variable-name}}`
  - Use for regular arguments that the user needs to provide.
  - _Example_: `echo "Hello, {{user-name}}!"`

- **Choice Placeholder**: `{{option1|option2}}`
  - Use when the user must choose from a specific set of options.
  - _Example_: `git reset {{--soft|--hard}} HEAD~1`

- **Function Placeholder**: `{{variable:function}}`
  - Use to apply a transformation function to the user's input. Multiple functions can be chained (e.g., `{{variable:snake:upper}}`).
  - Allowed functions: `kebab`, `snake`, `upper`, `lower`, `url`.
  - _Example_: For a user input of "My New Feature", `git checkout -b {{branch-name:kebab}}` would produce `git checkout -b my-new-feature`.

- **Secret/Ephemeral Placeholder**: `{{{...}}}`
  - Use triple curly braces for sensitive values (like API keys, passwords) or for ephemeral content (like a commit message or a description). 
    This syntax can wrap any of the placeholder types above.
  - _Example_: `export GITHUB_TOKEN={{{api-key}}}` or `git commit -m "{{{message}}}"`

### Core Process
1. **Extract & Generalize**: Scan the text to find all shell commands. Generalize each one into a template by replacing specific values with the appropriate placeholder type defined in the **Command Template Syntax** section.
2. **Deduplicate**: Consolidate multiple commands that follow the same pattern into a single, representative template. For example, `git checkout bugfix/some-bug` and `git checkout feature/login` must be merged into a single `git checkout {{feature|bugfix}}/{{{description:kebab}}}` suggestion.

### Output Generation
For each unique and deduplicated command pattern you identify:
- Create a suggestion object containing a `description` and a `command`.
- The `description` must be a clear, single-sentence explanation of the command's purpose.
- The `command` must be the final, generalized template string from the core process.
"#,
            ),
            completion: String::from(
                r#"##OS_SHELL_INFO##
### Instructions
You are an expert CLI assistant. Your task is to generate a single-line shell command that will be executed in the background to fetch a list of dynamic command-line completions for a given variable.

Your entire response MUST be a single, valid JSON object conforming to the provided schema and nothing else.

### Core Task
The command you create will be run non-interactively to generate a list of suggestions for the user. It must adapt to information that is already known (the "context").

### Command Template Syntax
To make the command context-aware, you must use a special syntax for optional parts of the command. Any segment of the command that depends on contextual information must be wrapped in double curly braces `{{...}}`.

- **Syntax**: `{{--parameter {{variable-name}}}}`
- **Rule**: The entire block, including the parameter and its variable, will only be included in the final command if the `variable-name` exists in the context. If the variable is not present, the entire block is omitted.
- **All-or-Nothing**: If a block contains multiple variables, all of them must be present in the context for the block to be included.

- **_Example_**:
  - **Template**: `kubectl get pods {{--context {{context}}}} {{-n {{namespace}}}}`
  - If the context provides a `namespace`, the executed command becomes: `kubectl get pods -n prod`
  - If the context provides both `namespace` and `context`, it becomes: `kubectl get pods --context my-cluster -n prod`
  - If the context is empty, it is simply: `kubectl get pods`

### Requirements
1. **JSON Only**: Your entire output must be a single, raw JSON object. Do not add any explanatory text.
2. **Context is Key**: Every variable like `{{variable-name}}` must be part of a surrounding conditional block `{{...}}`. The command cannot ask for new information.
3. **Produce a List**: The final command, after resolving the context, must print a list of strings to standard output, with each item on a new line. This list will be the source for the completions.
4. **Executable**: The command must be syntactically correct and executable.
"#,
            ),
        }
    }
}

/// Custom deserialization function for the BTreeMap in KeyBindingsConfig.
///
/// Behavior depends on whether compiled for test or not:
/// - In test (`#[cfg(test)]`): Requires all `KeyBindingAction` variants to be present; otherwise, errors. No merging.
/// - In non-test (`#[cfg(not(test))]`): Merges user-provided bindings with defaults.
fn deserialize_bindings_with_defaults<'de, D>(
    deserializer: D,
) -> Result<BTreeMap<KeyBindingAction, KeyBinding>, D::Error>
where
    D: Deserializer<'de>,
{
    // Deserialize the map as provided in the config.
    let user_provided_bindings = BTreeMap::<KeyBindingAction, KeyBinding>::deserialize(deserializer)?;

    #[cfg(test)]
    {
        use strum::IntoEnumIterator;
        // In test mode, all actions must be explicitly defined. No defaults are merged.
        for action_variant in KeyBindingAction::iter() {
            if !user_provided_bindings.contains_key(&action_variant) {
                return Err(D::Error::custom(format!(
                    "Missing key binding for action '{action_variant:?}'."
                )));
            }
        }
        Ok(user_provided_bindings)
    }
    #[cfg(not(test))]
    {
        // In non-test (production) mode, merge with defaults.
        // User-provided bindings override defaults for the actions they specify.
        let mut final_bindings = user_provided_bindings;
        let default_bindings = KeyBindingsConfig::default();

        for (action, default_binding) in default_bindings.0 {
            final_bindings.entry(action).or_insert(default_binding);
        }
        Ok(final_bindings)
    }
}

/// Deserializes a string or a vector of strings into a `Vec<KeyEvent>`.
///
/// This allows a key binding to be specified as a single string or a list of strings in the config file.
fn deserialize_key_events<'de, D>(deserializer: D) -> Result<Vec<KeyEvent>, D::Error>
where
    D: Deserializer<'de>,
{
    #[derive(Deserialize)]
    #[serde(untagged)]
    enum StringOrVec {
        Single(String),
        Multiple(Vec<String>),
    }

    let strings = match StringOrVec::deserialize(deserializer)? {
        StringOrVec::Single(s) => vec![s],
        StringOrVec::Multiple(v) => v,
    };

    strings
        .iter()
        .map(String::as_str)
        .map(parse_key_event)
        .map(|r| r.map_err(D::Error::custom))
        .collect()
}

/// Deserializes a string into an optional [`Color`].
///
/// Supports color names, RGB (e.g., `rgb(255, 0, 100)`), hex (e.g., `#ff0064`), indexed colors (e.g., `6`), and "none"
/// for no color.
fn deserialize_color<'de, D>(deserializer: D) -> Result<Option<Color>, D::Error>
where
    D: Deserializer<'de>,
{
    parse_color(&String::deserialize(deserializer)?).map_err(D::Error::custom)
}

/// Deserializes a string into a [`ContentStyle`].
///
/// Supports color names and modifiers (e.g., "red", "bold", "italic blue", "underline dim green").
fn deserialize_style<'de, D>(deserializer: D) -> Result<ContentStyle, D::Error>
where
    D: Deserializer<'de>,
{
    parse_style(&String::deserialize(deserializer)?).map_err(D::Error::custom)
}

/// Parses a string representation of a key event into a [`KeyEvent`].
///
/// Supports modifiers like `ctrl-`, `alt-`, `shift-` and standard key names/characters.
fn parse_key_event(raw: &str) -> Result<KeyEvent, String> {
    let raw_lower = raw.to_ascii_lowercase();
    let (remaining, modifiers) = extract_key_modifiers(&raw_lower);
    parse_key_code_with_modifiers(remaining, modifiers)
}

/// Extracts key modifiers (ctrl, shift, alt) from the beginning of a key event string.
///
/// Returns the remaining string and the parsed modifiers.
fn extract_key_modifiers(raw: &str) -> (&str, KeyModifiers) {
    let mut modifiers = KeyModifiers::empty();
    let mut current = raw;

    loop {
        match current {
            rest if rest.starts_with("ctrl-") || rest.starts_with("ctrl+") => {
                modifiers.insert(KeyModifiers::CONTROL);
                current = &rest[5..];
            }
            rest if rest.starts_with("shift-") || rest.starts_with("shift+") => {
                modifiers.insert(KeyModifiers::SHIFT);
                current = &rest[6..];
            }
            rest if rest.starts_with("alt-") || rest.starts_with("alt+") => {
                modifiers.insert(KeyModifiers::ALT);
                current = &rest[4..];
            }
            _ => break,
        };
    }

    (current, modifiers)
}

/// Parses the remaining string after extracting modifiers into a [`KeyCode`]
fn parse_key_code_with_modifiers(raw: &str, mut modifiers: KeyModifiers) -> Result<KeyEvent, String> {
    let code = match raw {
        "esc" => KeyCode::Esc,
        "enter" => KeyCode::Enter,
        "left" => KeyCode::Left,
        "right" => KeyCode::Right,
        "up" => KeyCode::Up,
        "down" => KeyCode::Down,
        "home" => KeyCode::Home,
        "end" => KeyCode::End,
        "pageup" => KeyCode::PageUp,
        "pagedown" => KeyCode::PageDown,
        "backtab" => {
            modifiers.insert(KeyModifiers::SHIFT);
            KeyCode::BackTab
        }
        "backspace" => KeyCode::Backspace,
        "delete" => KeyCode::Delete,
        "insert" => KeyCode::Insert,
        "f1" => KeyCode::F(1),
        "f2" => KeyCode::F(2),
        "f3" => KeyCode::F(3),
        "f4" => KeyCode::F(4),
        "f5" => KeyCode::F(5),
        "f6" => KeyCode::F(6),
        "f7" => KeyCode::F(7),
        "f8" => KeyCode::F(8),
        "f9" => KeyCode::F(9),
        "f10" => KeyCode::F(10),
        "f11" => KeyCode::F(11),
        "f12" => KeyCode::F(12),
        "space" | "spacebar" => KeyCode::Char(' '),
        "hyphen" => KeyCode::Char('-'),
        "minus" => KeyCode::Char('-'),
        "tab" => KeyCode::Tab,
        c if c.len() == 1 => {
            let mut c = c.chars().next().expect("just checked");
            if modifiers.contains(KeyModifiers::SHIFT) {
                c = c.to_ascii_uppercase();
            }
            KeyCode::Char(c)
        }
        _ => return Err(format!("Unable to parse key binding: {raw}")),
    };
    Ok(KeyEvent::new(code, modifiers))
}

/// Parses a string into an optional [`Color`].
///
/// Handles named colors, RGB, hex, indexed colors, and "none".
fn parse_color(raw: &str) -> Result<Option<Color>, String> {
    let raw_lower = raw.to_ascii_lowercase();
    if raw.is_empty() || raw == "none" {
        Ok(None)
    } else {
        Ok(Some(parse_color_inner(&raw_lower)?))
    }
}

/// Parses a string into a [`ContentStyle`], including attributes and foreground color.
///
/// Examples: "red", "bold", "italic blue", "underline dim green".
fn parse_style(raw: &str) -> Result<ContentStyle, String> {
    let raw_lower = raw.to_ascii_lowercase();
    let (remaining, attributes) = extract_style_attributes(&raw_lower);
    let mut style = ContentStyle::new();
    style.attributes = attributes;
    if !remaining.is_empty() && remaining != "default" {
        style.foreground_color = Some(parse_color_inner(remaining)?);
    }
    Ok(style)
}

/// Extracts style attributes (bold, dim, italic, underline) from the beginning of a style string.
///
/// Returns the remaining string and the parsed attributes.
fn extract_style_attributes(raw: &str) -> (&str, Attributes) {
    let mut attributes = Attributes::none();
    let mut current = raw;

    loop {
        match current {
            rest if rest.starts_with("bold") => {
                attributes.set(Attribute::Bold);
                current = &rest[4..];
                if current.starts_with(' ') {
                    current = &current[1..];
                }
            }
            rest if rest.starts_with("dim") => {
                attributes.set(Attribute::Dim);
                current = &rest[3..];
                if current.starts_with(' ') {
                    current = &current[1..];
                }
            }
            rest if rest.starts_with("italic") => {
                attributes.set(Attribute::Italic);
                current = &rest[6..];
                if current.starts_with(' ') {
                    current = &current[1..];
                }
            }
            rest if rest.starts_with("underline") => {
                attributes.set(Attribute::Underlined);
                current = &rest[9..];
                if current.starts_with(' ') {
                    current = &current[1..];
                }
            }
            rest if rest.starts_with("underlined") => {
                attributes.set(Attribute::Underlined);
                current = &rest[10..];
                if current.starts_with(' ') {
                    current = &current[1..];
                }
            }
            _ => break,
        };
    }

    (current.trim(), attributes)
}

/// Parses the color part of a style string.
///
/// Handles named colors, rgb, hex, and ansi values.
fn parse_color_inner(raw: &str) -> Result<Color, String> {
    Ok(match raw {
        "black" => Color::Black,
        "red" => Color::Red,
        "green" => Color::Green,
        "yellow" => Color::Yellow,
        "blue" => Color::Blue,
        "magenta" => Color::Magenta,
        "cyan" => Color::Cyan,
        "gray" | "grey" => Color::Grey,
        "dark gray" | "darkgray" | "dark grey" | "darkgrey" => Color::DarkGrey,
        "dark red" | "darkred" => Color::DarkRed,
        "dark green" | "darkgreen" => Color::DarkGreen,
        "dark yellow" | "darkyellow" => Color::DarkYellow,
        "dark blue" | "darkblue" => Color::DarkBlue,
        "dark magenta" | "darkmagenta" => Color::DarkMagenta,
        "dark cyan" | "darkcyan" => Color::DarkCyan,
        "white" => Color::White,
        rgb if rgb.starts_with("rgb(") => {
            let rgb = rgb.trim_start_matches("rgb(").trim_end_matches(")").split(',');
            let rgb = rgb
                .map(|c| c.trim().parse::<u8>())
                .collect::<Result<Vec<u8>, _>>()
                .map_err(|_| format!("Unable to parse color: {raw}"))?;
            if rgb.len() != 3 {
                return Err(format!("Unable to parse color: {raw}"));
            }
            Color::Rgb {
                r: rgb[0],
                g: rgb[1],
                b: rgb[2],
            }
        }
        hex if hex.starts_with("#") => {
            let hex = hex.trim_start_matches("#");
            if hex.len() != 6 {
                return Err(format!("Unable to parse color: {raw}"));
            }
            let r = u8::from_str_radix(&hex[0..2], 16).map_err(|_| format!("Unable to parse color: {raw}"))?;
            let g = u8::from_str_radix(&hex[2..4], 16).map_err(|_| format!("Unable to parse color: {raw}"))?;
            let b = u8::from_str_radix(&hex[4..6], 16).map_err(|_| format!("Unable to parse color: {raw}"))?;
            Color::Rgb { r, g, b }
        }
        c => {
            if let Ok(c) = c.parse::<u8>() {
                Color::AnsiValue(c)
            } else {
                return Err(format!("Unable to parse color: {raw}"));
            }
        }
    })
}

/// Custom deserialization for the AI model catalog that merges user-defined models with default models.
///
/// User-defined models in the configuration file will override any defaults with the same name.
/// Any default models not defined by the user will be added to the final catalog.
fn deserialize_catalog_with_defaults<'de, D>(deserializer: D) -> Result<BTreeMap<String, AiModelConfig>, D::Error>
where
    D: Deserializer<'de>,
{
    #[allow(unused_mut)]
    // Deserialize the map as provided in the user's config
    let mut user_catalog = BTreeMap::<String, AiModelConfig>::deserialize(deserializer)?;

    // Get the default catalog and merge it in
    #[cfg(not(test))]
    for (key, default_model) in default_ai_catalog() {
        user_catalog.entry(key).or_insert(default_model);
    }

    Ok(user_catalog)
}

#[cfg(test)]
mod tests {
    use pretty_assertions::assert_eq;
    use strum::IntoEnumIterator;

    use super::*;

    #[test]
    fn test_default_config() -> Result<()> {
        let config_str = fs::read_to_string("default_config.toml").wrap_err("Couldn't read default config file")?;
        let config: Config = toml::from_str(&config_str).wrap_err("Couldn't parse default config file")?;

        assert_eq!(Config::default(), config);

        Ok(())
    }

    #[test]
    fn test_default_keybindings_complete() {
        let config = KeyBindingsConfig::default();

        for action in KeyBindingAction::iter() {
            assert!(
                config.0.contains_key(&action),
                "Missing default binding for action: {action:?}"
            );
        }
    }

    #[test]
    fn test_default_keybindings_no_conflicts() {
        let config = KeyBindingsConfig::default();

        let conflicts = config.find_conflicts();
        assert_eq!(conflicts.len(), 0, "Key binding conflicts: {conflicts:?}");
    }

    #[test]
    fn test_keybinding_matches() {
        let binding = KeyBinding(vec![
            KeyEvent::new(KeyCode::Char('a'), KeyModifiers::CONTROL),
            KeyEvent::from(KeyCode::Enter),
        ]);

        // Should match exact events
        assert!(binding.matches(&KeyEvent::new(KeyCode::Char('a'), KeyModifiers::CONTROL)));
        assert!(binding.matches(&KeyEvent::from(KeyCode::Enter)));

        // Should not match events with different modifiers
        assert!(!binding.matches(&KeyEvent::new(
            KeyCode::Char('a'),
            KeyModifiers::CONTROL | KeyModifiers::ALT
        )));

        // Should not match different key codes
        assert!(!binding.matches(&KeyEvent::from(KeyCode::Esc)));
    }

    #[test]
    fn test_simple_keys() {
        assert_eq!(
            parse_key_event("a").unwrap(),
            KeyEvent::new(KeyCode::Char('a'), KeyModifiers::empty())
        );

        assert_eq!(
            parse_key_event("enter").unwrap(),
            KeyEvent::new(KeyCode::Enter, KeyModifiers::empty())
        );

        assert_eq!(
            parse_key_event("esc").unwrap(),
            KeyEvent::new(KeyCode::Esc, KeyModifiers::empty())
        );
    }

    #[test]
    fn test_with_modifiers() {
        assert_eq!(
            parse_key_event("ctrl-a").unwrap(),
            KeyEvent::new(KeyCode::Char('a'), KeyModifiers::CONTROL)
        );

        assert_eq!(
            parse_key_event("alt-enter").unwrap(),
            KeyEvent::new(KeyCode::Enter, KeyModifiers::ALT)
        );

        assert_eq!(
            parse_key_event("shift-esc").unwrap(),
            KeyEvent::new(KeyCode::Esc, KeyModifiers::SHIFT)
        );
    }

    #[test]
    fn test_multiple_modifiers() {
        assert_eq!(
            parse_key_event("ctrl-alt-a").unwrap(),
            KeyEvent::new(KeyCode::Char('a'), KeyModifiers::CONTROL | KeyModifiers::ALT)
        );

        assert_eq!(
            parse_key_event("ctrl-shift-enter").unwrap(),
            KeyEvent::new(KeyCode::Enter, KeyModifiers::CONTROL | KeyModifiers::SHIFT)
        );
    }

    #[test]
    fn test_invalid_keys() {
        let res = parse_key_event("invalid-key");
        assert_eq!(res, Err(String::from("Unable to parse key binding: invalid-key")));
    }

    #[test]
    fn test_parse_color_none() {
        let color = parse_color("none").unwrap();
        assert_eq!(color, None);
    }

    #[test]
    fn test_parse_color_simple() {
        let color = parse_color("red").unwrap();
        assert_eq!(color, Some(Color::Red));
    }

    #[test]
    fn test_parse_color_rgb() {
        let color = parse_color("rgb(50, 25, 15)").unwrap();
        assert_eq!(color, Some(Color::Rgb { r: 50, g: 25, b: 15 }));
    }

    #[test]
    fn test_parse_color_rgb_out_of_range() {
        let res = parse_color("rgb(500, 25, 15)");
        assert_eq!(res, Err(String::from("Unable to parse color: rgb(500, 25, 15)")));
    }

    #[test]
    fn test_parse_color_rgb_invalid() {
        let res = parse_color("rgb(50, 25, 15, 5)");
        assert_eq!(res, Err(String::from("Unable to parse color: rgb(50, 25, 15, 5)")));
    }

    #[test]
    fn test_parse_color_hex() {
        let color = parse_color("#4287f5").unwrap();
        assert_eq!(color, Some(Color::Rgb { r: 66, g: 135, b: 245 }));
    }

    #[test]
    fn test_parse_color_hex_out_of_range() {
        let res = parse_color("#4287fg");
        assert_eq!(res, Err(String::from("Unable to parse color: #4287fg")));
    }

    #[test]
    fn test_parse_color_hex_invalid() {
        let res = parse_color("#4287f50");
        assert_eq!(res, Err(String::from("Unable to parse color: #4287f50")));
    }

    #[test]
    fn test_parse_color_index() {
        let color = parse_color("6").unwrap();
        assert_eq!(color, Some(Color::AnsiValue(6)));
    }

    #[test]
    fn test_parse_color_fail() {
        let res = parse_color("1234");
        assert_eq!(res, Err(String::from("Unable to parse color: 1234")));
    }

    #[test]
    fn test_parse_style_empty() {
        let style = parse_style("").unwrap();
        assert_eq!(style, ContentStyle::new());
    }

    #[test]
    fn test_parse_style_default() {
        let style = parse_style("default").unwrap();
        assert_eq!(style, ContentStyle::new());
    }

    #[test]
    fn test_parse_style_simple() {
        let style = parse_style("red").unwrap();
        assert_eq!(style.foreground_color, Some(Color::Red));
        assert_eq!(style.attributes, Attributes::none());
    }

    #[test]
    fn test_parse_style_only_modifier() {
        let style = parse_style("bold").unwrap();
        assert_eq!(style.foreground_color, None);
        let mut expected_attributes = Attributes::none();
        expected_attributes.set(Attribute::Bold);
        assert_eq!(style.attributes, expected_attributes);
    }

    #[test]
    fn test_parse_style_with_modifier() {
        let style = parse_style("italic red").unwrap();
        assert_eq!(style.foreground_color, Some(Color::Red));
        let mut expected_attributes = Attributes::none();
        expected_attributes.set(Attribute::Italic);
        assert_eq!(style.attributes, expected_attributes);
    }

    #[test]
    fn test_parse_style_multiple_modifier() {
        let style = parse_style("underline dim dark red").unwrap();
        assert_eq!(style.foreground_color, Some(Color::DarkRed));
        let mut expected_attributes = Attributes::none();
        expected_attributes.set(Attribute::Underlined);
        expected_attributes.set(Attribute::Dim);
        assert_eq!(style.attributes, expected_attributes);
    }
}