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Some fun building an MCP server to expose tools for querying any search system, judge candidate results and calculate relevancy metrics like NDCG and ERR:
youtube.com/watch?v=vLhpnman…
It inferred tools to call and how to build queries
#search #relevancy #evaluation #metrics #mcp
🚀 Introducing Search Pioneer Ranking CLI – An open source Learning to Rank (LTR) command line tool for training rankers:
github.com/searchpioneer/ran…
✅ Train rankers with LightGBM & FastTree
✅ Calculate feature importance using PFI
✅ Split and Fold data sets for training
Had a blast chatting with @nicolaygerold and Stuart Cam about Search Systems on How AI is Built podcast:
youtu.be/Uvx2v2sK7MI
Search is such a vast topic and there's always more to learn and explore, but hopefully we packed in enough insights to spark ideas and curiosity!
🎉 Announcing the launch of BidZenith (@bidzenith), a new start-up I've been working on that helps businesses monetize audience data through real-time auctions 🎉
bidzenith.com
Reach out for a chat if you'd like to learn more 👋
SearchPioneer.Lingua, a natural language detection library for .NET! 🚀 searchpioneer.com/blog/intro…
Language detection needs to be fast and accurate. SearchPioneer.Lingua brings the excellence of the Lingua libraries— originally available on JVM and Rust— into the .NET ecosystem.
Russ Cam retweeted
Friends, please help #SaveKarenGordon, my much-loved sister whose life is at risk due to failures by the #NHS to treat her and adapt to her underlying condition. We're desperate! Please help us by signing this petition and sharing it as widely as possible. chng.it/MtYcbN4s
Russ Cam retweeted
Anyone in Houston TX up for hosting a show? If so get in touch here!: rockyvotolato.com/living-roo…
Russ Cam retweeted
The DDD Brisbane CFP is now open! 🎉✍️🎤
✍️ sessionize.com/ddd-brisbane-… ✍️
Get submitting, everyone!
I'll be talking about developing the #Elasticsearch #Rust client this Thursday, at the Brisbane Rust meetup: meetup.com/rust-brisbane/eve…
I'll be talking about writing a CLR profiler in Rust to instrument .NET applications, at the Brisbane Rust meetup next Thursday 14 April: meetup.com/Rust-Brisbane/eve…. Come along if you're keen to know more!
Russ Cam retweeted
Are you learning Rust? Are you having trouble with anything? Do you have any questions?
Russ Cam retweeted
Elastic 8.0 is here! This major release ushers in a new era of speed, scale, relevance, and simplicity with new capabilities like approximate nearest neighbor search, native NLP, and simplified security.
Learn more → go.es.io/3Jh088m
Elastic 8.0
Russ Cam retweeted
Elasticsearch's upgrade to Lucene 9 reduced disk usage of the index of the `message` field (StardardAnalyzer, indexOptions=DOCS) by almost 15% (and overall ~3.5%) on the applications logs dataset we use for nightly benchmarks thanks to the move from FOR to PFOR for postings.
Russ Cam retweeted
I'm the author of the best-selling book System Design Interview-An Insider’s Guide. 11 days ago, two fraudsters hijacked the "Buy Now" button on Amazon, fulfilling all orders with a different book. I'm helpless to do anything. A sad story on self-publishing: a thread.
Russ Cam retweeted
A new year, perhaps a new job?
We are looking for a Developer Advocate (DA) for @jetbrains_space! 🧵 #devrel
After an incredible six years, today is my last day at @elastic . It has been an amazing experience and I have been fortunate enough to work with many exceptionally smart and talented people from which I have learnt a great deal, and fostered great friendships :)
Onwards!














