Skip to main contentpraisonaiagents.thinking
Core SDK
Extended Thinking Budgets Module for PraisonAI Agents.
Provides configurable thinking budgets for LLM reasoning:
- Token budgets for extended thinking
- Time budgets for reasoning
- Adaptive budget allocation
- Budget tracking and reporting
Zero Performance Impact:
- All imports are lazy loaded via getattr
- Budgets only applied when configured
- No overhead when not in use
Usage:
from praisonaiagents.thinking import ThinkingBudget, ThinkingConfig
Create a thinking budget
budget = ThinkingBudget(
max_tokens=16000,
max_time_seconds=60,
adaptive=True
)
Apply to agent
agent = Agent(
instructions=”…”,
thinking_budget=budget
)
Overview
This module provides components for thinking. 
