2 posts tagged with "rag"

Most AI agents have a fundamental flaw: they forget everything.

Every conversation starts from zero. The agent doesn't remember that it got a fact wrong last Tuesday. It doesn't remember the new product line you told it about. It doesn't remember that a customer is a high-value account who hates upsells. It doesn't even remember its own mistakes.

That's not an AI agent. That's a very expensive autocomplete that resets every session.

Agent Kernel's Knowledge Base layer changes this completely. And more importantly — it gives agents something they've never had before: the ability to learn from their own operation and get measurably smarter over time.

Ever wished you could intercept your AI agent's thoughts before they speak? Or give them a photographic memory that lasts exactly as long as you need? We've got you covered.

Agent Kernel now features Execution Hooks and Smart Memory Management - two game-changing capabilities that give you surgical control over how your agents think, remember, and respond. Whether you're building enterprise chatbots, RAG-powered assistants, or multi-agent systems, these features unlock new levels of sophistication without the complexity.