Michael Cizmar

Auto-Generating Related Articles with QDrant and Local Embeddings We are working on a new website at MC+A, and we’re always looking for ways to incorporate our tradecraft externally and we thought of a way…

Simple is generally better than complex, I just published Auto-Generating Related Articles with @qdrant.bsky.social and Local Embeddings medium.com/p/auto-gener... #KNN

Hello @microsoft.com #ai #tour to #chicago

Why PostgreSQL Search Isn’t Enough: A Case for Purpose-Built Retrieval Systems Postgres is a great database — but it’s not a search engine.Instacart’s recent move to consolidate search on Postgres highlights the risks: poor autocomplete, weak ranking, and frustrated users.If rel...

Why #PostgreSQL Search Isn’t Enough: A Case for Purpose-Built Retrieval Systems #VectorSearch #LTR #Elasticsearch

@mcplusa mcplusa.com/why-postgres... #Insights

Checkout this image I made with #chatgpt5. The prompt was ‘generate me an image of me getting after it’

At least it was strangers doing it to you versus your loved ones.

#Skype is a dead product except for when you....

It’s a plant! Don’t be fooled.

#MCP does not kill the univeral index, it really just extends it and like all things...it depends on the use case if universal versus #federatedsearch makes sense.

mcplusa.com/why-federate...

Drive Requirements to Testing with BDD to Deliver AI Successful AI Projects are Focused on Outcomes, Not Simply Outputs

Projects get stuck in the POC Production often because we do not describe the behavior or the work steams we aim to proof. "Is this an image of a cat?" - Asked no one. "Is this claim something we should further review" - Priceless.
#LLM #BDD #TDD #Agents

michaelcizmar.com/drive-requir...

Judging LLM Performance By Synthetic Data Is A Failing Approach — Part 1 Knock-offs are never as good as the real thing

Having the Title be : "Plastic Foodservice Film" and your LLM creating the synthentic queries is not the best method to judge your LLM's performance at finding Seran Rap or saran wrap.
#LLM #AI #Relevancy
michaelcizmar.com/judging-llm-...