Ai
Agent memory needs more than vector search
Vector search is great, but it only goes so far. I benchmarked several ways to improve relevance with surprising results.
read moreRag
Over the past couple of years I’ve tried several times to teach an AI agent how to impersonate my voice. While I haven’t been super successful, it’s been a wonderful learning opportunity for me to dig into RAG, agent memory, and other advanced topics.
Ai
Your agent is repeating itself
So much of agent traffic is repetitive. By adding in caching layers, you can both improve your user experience and decrease your bills in one fell swoop.
read moreAbout the Author
I’m a software engineer and writer focused on building practical cloud and AI systems with community.
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