Beyond Vector Search: How to Build a Production-Grade Hybrid Memory System for AI Agents
Dev.to AI
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Generative AI
Imagine you are building an AI software engineer. Over weeks of continuous operation, this agent accumulates thousands of pages of context: user preferences, custom architectural guidelines, API keys, error logs, and previous debugging sessions. One afternoon, you run into a cryptic bug and ask the agent: "How did we fix that 'Type