Philipp Krenn

@xeraa.net

🎩 of DevRel & Developer 🥑 at Elastic — posts about Elasticsearch, Kibana, search, observability, security

BM25: "why won't you die?!" > the lexical retriever BM25 with appropriate setup outperforms neural rankers in most cases; notably, gpt-oss-20b with BM25 on the passage corpus achieves the highest answer accuracy across all retrieval settings in our study;

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is it an API key for a cloud account or the cluster? way too common of a confusion. so why not both?! released today for serverless projects and your @elastic.co cloud account PS: please be extra careful in your day to day use with these. they have an extra wide blast radius 💥

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obligatory GTC keynote tweet when you make the top slides: building HNSW graphs with up to 12x the throughput and 7x faster merges on elasticsearch and NVIDIA cuVS (a GPU-accelerated library for vector search)

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*claude code is the new gatekeeper* fascinating report on the choices claude makes, build vs buy, the personality of different models, and who is winning / losing 1/5 PS: when creating code is cheap, the new moat is distribution

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2 new #jina models have entered the embedding arena — v5 multilingual: * small: 1024 dim, 32K context * nano: 768 dim, 8K context both support matryoshka dimension truncation (32+) and are at the top of current benchmarks — especially for their parameter size publicly accessible (non-commercial)

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new public #elastic roadmap: * covering key initiatives like ES|QL, better dashboards,... * recently shipped features (those are our fiscal quarters) * upcoming features as in-progress, near-term, and mid-term 1/2

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long US weekend — great time to catch up on some @JinaAI_ papers about rerankers and code / multilingual / multimodal embeddings: * jina-reranker-v3 * jina-code-embeddings * jina-embeddings-v4 * ReaderLM-v2 * jina-clip-v2

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