Graphium Labs
@graphiumlabs.com
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Building data systems for infinite scale
#SemanticSearch
#DataInfrastructure
#SearchArchitecture
Our latest post,
www.graphiumlabs.com/blog/end-of-...
, discusses how current search systems and tools are falling apart as they are required to handle an ever growing mass of data, and an increasing level of nuance and complexity.
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The End of Lookup - Rethinking Search as Infrastructure — Graphium Labs-
Traditional keyword search is failing. A new, context-aware, intent-based search is emerging as essential infrastructure for better decision-making.
https://www.graphiumlabs.com/blog/end-of-lookup-rethinking-search-as-infrastructure
6 months ago
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reposted by
Graphium Labs
Yaroslav Tkachenko
9 months ago
I think they might be coming back. Have you seen
www.graphiumlabs.com
?
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Search You Can Trust - Graphium Labs Semantic Search
Today's search tools do approximate searches or hallucinate answers. We don't. Our semantic search handles a trillion queries per month, with 100% recall & precision, finding everything that matters, ...
https://www.graphiumlabs.com/
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New Graphium Labs blog post!
www.graphiumlabs.com/blog/precisi...
#precision
#recall
#relevance
#search
#informationretrieval
#searchengineering
#searchsystems
#searchquality
#mlmetrics
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100% Recall and 100% Precision in Modern Search — Graphium Labs-
Precision and recall aren’t just technical jargon—they make up the difference between trust and risk in modern search systems. And they matter more than most people think.
https://www.graphiumlabs.com/blog/precision-and-recall-why-it-matters
7 months ago
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Big news: Saem Ghani (
@saemg.bsky.social
) is joining Graphium Labs as CEO! He’s led SaaS + large-scale data systems for enterprise—now he’s driving our next chapter. Come meet him & the team at Web Summit Vancouver, May 27–30. We’ll be at the booth!
10 months ago
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reposted by
Graphium Labs
Tavis Rudd
11 months ago
Video I shot of a great talk by
@nisanharamati.bsky.social
on "The Limits of Scaling" at the Vancouver Systems meetup on March 10.
www.youtube.com/watch?v=D4ZL...
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Nisan Haramati on "The Limits of Scaling & The Physical Properties of Data"
YouTube video by vancouver systems
https://www.youtube.com/watch?v=D4ZLUn-PYKY
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reposted by
Graphium Labs
Nisan Haramati
11 months ago
This was a really fun talk to give. Thanks Kir Shatrov and Cameron Morgan for organizing, and
@tavis.damnsimple.com
for recording! Video:
m.youtube.com/watch?v=D4ZL...
Slides:
www.graphiumlabs.com/vancouver-sy...
add a skeleton here at some point
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Co-founder
@nisanharamati.bsky.social
gave a talk at last night's
Vancouver.systems
, "The Limits of Scaling and the Physical Properties of Data" going over how to predict the size limit where distributed systems stop scaling and start losing throughput. slides:
www.graphiumlabs.com/vancouver-sy...
12 months ago
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We don't talk enough about Scaling to Catastrophe in distributed systems. Today's post, part 2 in the Physical Properties of Data series, explores the different scaling phases through the lens and math of the Universal Scalability Law.
www.graphiumlabs.com/blog/part2-g...
#databs
#dataengineering
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Part 2: Working with Gunther's Universal Scalability Law — Hypergraph by Graphium Labs-
This post will help you understand where you are on the scaling life cycle and therefore how close or far you are at any given time to a critical failure point.
https://www.graphiumlabs.com/blog/part2-gunthers-universal-scalability-law
12 months ago
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Similarity measurement is the key element in recommendation systems: which entities or objects in your dataset are similar to others, and by how much, is the engine that drives recommendation systems Read more in our latest blog post at
www.graphiumlabs.com/blog/similar...
#databs
#dataengineering
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https://www.graphiumlabs.com/blog/similar..
about 1 year ago
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We often think of data as an abstract virtual element, lacking mass, energy, or inertia. But data exists as physical state in physical systems, whose characteristics and constraints shape and control everything that we can and cannot do with our data.
www.graphiumlabs.com/blog/physica...
#databs
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The Physical Properties of Data — Hypergraph by Graphium Labs-
Discover the six physical limitations of data and how hyperscaling systems must account for them in this deep dive into data’s fundamental properties.
https://www.graphiumlabs.com/blog/physical-properties-of-data
over 1 year ago
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