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Uğur Kaval

AI/ML Engineer & Full Stack Developer building innovative solutions with modern technologies.

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#LangGraph

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Context is Everything: Engineering Persistent Memory for LLM Agents
AI/ML

Context is Everything: Engineering Persistent Memory for LLM Agents

Forget basic chat history. Scaling conversational AI in 2026 requires semantic retrieval, windowed summaries, and stateful graph management. Here is how I built a production-grade memory system using LangGraph and vector compaction.

May 12, 20266 min read