process • AI Agent SDK

process: Process messages through the context pipeline.

process

Method

This is a method of the ContextManager class in the manager module.

Process messages through the context pipeline.

Applies budgeting, optimization, and monitoring.

Signature

def process(messages: List[Dict[str, Any]], system_prompt: str, tools: Optional[List[Dict[str, Any]]], trigger: Literal['turn', 'tool_call', 'manual', 'overflow']) -> Dict[str, Any]

Parameters

messages · List · required

Conversation messages

system_prompt · str · default: "''"

System prompt content

tools · Optional

Tool schemas

trigger · Literal · default: "'turn'"

What triggered this processing

Returns

Returns · Dict[str, Any]

Dict with processed messages and metadata

Uses

• reset
• track_system_prompt
• track_tools
• track_history
• get_utilization
• get_total
• get_warnings
• estimate_messages_tokens

Source

View on GitHub

praisonaiagents/context/manager.py at line 391