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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

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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);

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Import

use praisonai::thinking::*;

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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