pyagent-compress 0.2.0

Inter-agent message compression and token budget management for multi-agent LLM systems

pyagent-compress

Inter-agent message compression and token budget management for multi-agent LLM systems. Reduce token costs without losing key information.

Install

pip install pyagent-compress

Components

• MessageCompressor — Reduce message size by removing filler and ranking sentences
• AgentPruner — Detect and remove non-contributing agents
• InteractionPruner — Detect consensus and prune redundant rounds
• TokenBudget — Enforce per-agent and per-workflow token limits
• CompressMiddleware — Auto-compress agent outputs

Quick Example

from pyagent_compress import MessageCompressor, TokenBudget

compressor = MessageCompressor(target_ratio=0.5)
result = compressor.compress("Let me think about this... Basically, revenue grew 15%.")
print(f"Savings: {result.savings_pct:.0%}")

budget = TokenBudget(workflow_limit=50_000, per_agent_limit=10_000)
budget.consume("agent_a", 3000)