Context Pollution Prevention

import { Agent, openai } from "@agentium/core";

const agent = new Agent({
  name: "clean-context-agent",
  model: openai("gpt-4o"),
  contextCurator: {
    enabled: true,
    failedResultHandling: "deprioritize",
    relevanceDecay: {
      enabled: true,
      halfLifeTurns: 10,
      minWeight: 0.1,
    },
    maxFailedResults: 1,
  },
});

weight = max(minWeight, 0.5 ^ (turnDistance / halfLifeTurns))

const agent = new Agent({
  contextCurator: {
    enabled: true,
    cleanRoomMode: true, // Build filtered view per call
  },
});

import { ContextCurator } from "@agentium/core";

const curator = new ContextCurator({
  enabled: true,
  failedResultHandling: "summarize",
  relevanceDecay: { enabled: true, halfLifeTurns: 8, minWeight: 0.15 },
  cleanRoomMode: false,
});

const curated = curator.curate(messages, "What are our Q4 results?");