thinking

Rust AI Agent SDK Thinking Budget Module for PraisonAI Rust SDK. Provides configurable thinking budgets for LLM reasoning:

Token budgets for extended thinking
Time budgets for reasoning
Adaptive budget allocation
Budget tracking and reporting

Example

use praisonai::thinking::{ThinkingBudget, BudgetLevel, ThinkingTracker};

// Create a thinking budget
let budget = ThinkingBudget::high();

// Or with custom settings
let budget = ThinkingBudget::new()
.max_tokens(16000)
.adaptive(true)
.build();

// Track usage
let mut tracker = ThinkingTracker::new();
let usage = tracker.start_session(8000, None, 0.5);

Import

use praisonai::thinking::*;

Classes

ThinkingBudget

Budget constraints for extended thinking. Controls how much thinking/reasoning the LLM can do before producing a response.

ThinkingBudgetBuilder

Builder for ThinkingBudget.

ThinkingConfig

Configuration for thinking behavior.

ThinkingUsage

Usage statistics for a single thinking session.

ThinkingTracker

Tracks thinking usage across multiple sessions. Provides aggregate statistics and reporting.

BudgetLevel

Predefined budget levels for thinking.

Rust Thinking

Rust Reasoning

Telemetry Funcs • Rust AI Agent SDK

tools • Rust AI Agent SDK

​thinking

​Example

​Import

​Classes