Struct LlmPlanner 

pub struct LlmPlanner;

LLM-powered planner that generates plans, extracts goals, and evaluates achievement

Implementations

impl LlmPlanner

pub async fn create_plan( llm: &Arc<dyn LlmClient>, prompt: &str, ) -> Result<ExecutionPlan>

Generate an execution plan from a prompt using LLM

pub async fn extract_goal( llm: &Arc<dyn LlmClient>, prompt: &str, ) -> Result<AgentGoal>

Extract a goal with success criteria from a prompt using LLM

pub async fn check_achievement( llm: &Arc<dyn LlmClient>, goal: &AgentGoal, current_state: &str, ) -> Result<AchievementResult>

Evaluate whether a goal has been achieved given current state

pub fn fallback_plan(prompt: &str) -> ExecutionPlan

Create a fallback plan using heuristic logic (no LLM required)

pub fn fallback_goal(prompt: &str) -> AgentGoal

Create a fallback goal using heuristic logic (no LLM required)

pub fn fallback_check_achievement( goal: &AgentGoal, current_state: &str, ) -> AchievementResult

Create a fallback achievement result using heuristic logic (no LLM required)

Trait Implementations

impl Planner for LlmPlanner

fn create_plan<'life0, 'life1, 'life2, 'async_trait>( &'life0 self, llm: &'life1 Arc<dyn LlmClient>, prompt: &'life2 str, ) -> Pin<Box<dyn Future<Output = Result<ExecutionPlan>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait,

Generate an execution plan from a prompt

fn extract_goal<'life0, 'life1, 'life2, 'async_trait>( &'life0 self, llm: &'life1 Arc<dyn LlmClient>, prompt: &'life2 str, ) -> Pin<Box<dyn Future<Output = Result<AgentGoal>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait,

Extract a goal with success criteria from a prompt

fn check_achievement<'life0, 'life1, 'life2, 'life3, 'async_trait>( &'life0 self, llm: &'life1 Arc<dyn LlmClient>, goal: &'life2 AgentGoal, current_state: &'life3 str, ) -> Pin<Box<dyn Future<Output = Result<AchievementResult>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait, 'life3: 'async_trait,

Evaluate whether a goal has been achieved given current state