RAG Apps: Your Vector DB Bill Is Mostly Déjà Vu
A team running a customer support RAG bot over two million internal documents noticed their Pinecone invoice climbed every month. They assumed conti…
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Building a Vector Similarity Detector: How One SQL Query Over 2.9M Charity Pairs Reveals the Gap Between Meaning and Spelling
Originally published on tamiz.pro . You feed two names into a matching engine and get a similarity score. Easy enough. But what happens when two str…
Adding Semantic Search to an Existing DynamoDB Table with Vector Indexes
Whenever someone asks me to add search to an application, I try to find ways around it. The implementation itself isn't the problem, it's everything…
We Cut Log Costs by 35% Using Vector 0.30 and Loki 3.0: Lessons from a 3-Month Tuning
In Q3 2024, our 12-person platform team slashed log ingestion spend by 35% in 90 days, moving from a brittle Elasticsearch-based pipeline to a tuned…