Skip to main content

Documentation Index

Fetch the complete documentation index at: https://docs.praison.ai/llms.txt

Use this file to discover all available pages before exploring further.

​
compaction

AI Agent Auto Context Compaction Module for PraisonAI Agents. Provides automatic context management for long conversations:
  • Message summarization
  • Context window management
  • Token counting and limits
  • Intelligent message pruning
Zero Performance Impact:
  • All imports are lazy loaded via getattr
  • Compaction only runs when needed
  • No overhead when context is within limits
Usage: from praisonaiagents.compaction import ContextCompactor, CompactionConfig

​
Create a compactor

compactor = ContextCompactor( max_tokens=8000, strategy=“summarize” )

​
Compact messages when needed

compacted = compactor.compact(messages)

​
Import

from praisonaiagents import compaction