Как гуманитарий за 2 месяца с нуля RAG систему построил, или Парсинг PDF по-хардкору Добрый день. Сегодня я расс...

#RAG #машинное #обучение. #нейросети #python #NLP #Построение #поисковых #систем #FAISS #BM25

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GitHub - timescale/pg_textsearch: PostgreSQL extension for BM25 relevance-ranked full-text search PostgreSQL extension for BM25 relevance-ranked full-text search - timescale/pg_textsearch

timescale/pg_textsearch: PostgreSQL extension for BM25 relevance-ranked full-text search. Postgres OSS licensed.

#postgresql #database #search #indexing #bm25

Origin | Interest | Match

Bornholmermødet | Folkemødet

»I anledning af #KV25 fyldes #Rønne af samtaler, debat og fællesskab, når Foreningen #Folkemødet inviterer til #Bornholmermødet fredag den 14. november.«

Se programmet:
🔗 folkemoedet.dk/om-folkemode...

📣 #BM25, #Bornholm, #DKpol

What's hybrid retrieval good for? We've been told embedding search strictly superior to BM25 and all other keyword-search algorithms. But they still have a role in modern search pipelines.

We've been told embedding search strictly superior to BM25 and all other keyword-search algorithms. Then why is it still used in so many modern search pipelines?

In this post we'll see what hybrid retrieval is and how to implement it.

www.zansara.dev/posts/2025-1...

#AI #GenAI #LLMs #BM25 #RAG

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene A suspected homicide at Burning Man 2025 shatters the festival’s utopian image, prompting safety concerns and raising tough questions about security in Silicon Valley’s famed desert gathering. Get the full story and implications.

Murder at Burning Man Turns Silicon Valley’s Desert Playground into a Crime Scene In an event that reverberates far beyond the Nevada desert, Burning Man 2025 has been.... @cosmicmeta.ai #BM25

https://u2m.io/sv3Dwjx8

La mejor idea que he visto sobre el #BravaMadrid #BM25 @brava_madrid

[Перевод] Я сделал поисковик хуже Elasticsearch В этой статье я хочу поделиться своим стыдом, вызванным попыткой с...

#поисковые #системы #поисковые #движки #elasticsearch #bm25

Origin | Interest | Match

[Перевод] Я сделал поисковик хуже Elasticsearch В этой статье я хочу поделиться своим стыдом, вызванным попыткой с...

#поисковые #системы #поисковые #движки #elasticsearch #bm25

Origin | Interest | Match

miniCOIL: on the Road to Usable Sparse Neural Retrieval - Qdrant Introducing miniCOIL, a lightweight sparse neural retriever capable of generalization.

#miniCOIL: on the Road to Usable #Sparse #Neural Retrieval. Use a vector that is comprised of contextual meaning of the words from a dense model and if word is not seen during trying then fall back on #BM25 which leverages the TF-IDF based approach.
qdrant.tech/articles/min...

Practical BM25 - Part 1: How Shards Affect Relevance Scoring in Elasticsearch Similarity ranking (relevancy) in Elasticsearch relates directly to the amount of shards in your index. Learn more about how shards and relevancy are related, as well what you should consider when tun...

> In Elasticsearch 5.0, we switched to Okapi BM25 as our default similarity algorithm

I have heard that the similarity algorithm of #Elasticsearch is a variant of #TFIDF, but I didn't know that it was #BM25.

Cover des Buches "Die Geschichte der Leipziger Buchmesse in der DDR" von Patricia Blume

Pünktlich zur #bm25 erscheint die Rezension zur #Geschichte der #Buchmesse in der #DDR
👉zeitung.faz.net/faz/feuilleton/2025-03-2...
@faznet.bsky.social

Das Buch gibt es @degruyterbrill.bsky.social zum download 👉 www.degruyter.com/document/doi...

#search #bm25 | Wolf Garbe Challenges of BM25 ranking in a sharded index Partitioning a search index in multiple shards can significantly improve both indexing speed and query latency.…

Challenges of BM25 ranking in a sharded index
www.linkedin.com/posts/wolfga...
#search #bm25

VectorChord-BM25: Revolutionize PostgreSQL Search with BM25 Ranking #vectorchord #bm25 #postgresql