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🎯 Vector Databases
Specific
Embeddings, Similarity Search, RAG Systems, High-dimensional Data
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184940
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Embeddings
&
Vector
Search
🔍
RAG
taoofmac.com
·
5d
RAG Vector Distance Calculator |
Cosine
Similarity &
Euclidean
Distance
🐻❄️
Polars
fmtdev.dev
·
22h
·
DEV
High-dimensional Semi-supervised Classification via the
Fermat
Distance
🐻❄️
Polars
arxiv.org
·
2d
AI 101: What’s So
Magical
About
Embeddings
?
📱
Edge AI
turingpost.com
·
22h
Qdrant
’s AI vector search is faster,
auditable
and more available
🏗️
AI Infrastructure
blocksandfiles.com
·
2d
What are
embeddings
?
📱
Edge AI
vickiboykis.com
·
4d
HNSW
Explained: The Algorithm
Powering
Fast Vector Search
🌳
B-Trees
shaped.ai
·
19h
Retrieval-Augmented
Generation (RAG) Systems with Claude
🔍
RAG
medium.com
·
14h
Preconditioning
Vectors: Making Elasticsearch
VectorDB
Better Binary Quantization work for every vector
🐻❄️
Polars
elastic.co
·
3d
I made my C++
vector
search engine 16x faster by changing data
layout
, not the algorithm
⚡
SIMD Optimization
dubeykartikay.com
·
4d
·
Hacker News
,
r/cpp
,
r/programming
DiRe-RAPIDS
: Topology-faithful
dimensionality
reduction at scale
🐻❄️
Polars
arxiv.org
·
1d
BoomHQ
: Learning to Boost Multiple Hybrid Queries on Vector
DBMSs
⏱️
Time-series Optimization
arxiv.org
·
2d
DB-KSVD
: Scalable
Alternating
Optimization for Disentangling High-Dimensional Embedding Spaces
🐻❄️
Polars
arxiv.org
·
15h
Geometric
Analysis of Self-Supervised Vision
Representations
for Semantic Image Retrieval
🔍
RAG
arxiv.org
·
2d
Efficient
Listwise
Reranking
with Compressed Document Representations
🔍
RAG
arxiv.org
·
15h
The
Rashomon
Effect for
Visualizing
High-Dimensional Data
📊
Scientific Visualization
arxiv.org
·
1d
Improving Robustness of
Tabular
Retrieval via
Representational
Stability
🔍
RAG
arxiv.org
·
2d
Assessing
the impact of
dimensionality
reduction on clustering performance -- a systematic study
🐻❄️
Polars
arxiv.org
·
3d
ragR
:
Retrieval-Augmented
Generation and RAG Assessment in R
🔍
RAG
arxiv.org
·
2d
MMEB-V3
: Measuring the Performance Gaps of
Omni-Modality
Embedding Models
🔍
RAG
arxiv.org
·
2d
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