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Tag: company-blog
84 items with this tag.
Jun 01, 2026
Adopting Vespa for Recommendation Retrieval at Vinted
article
vespa
ann
two-tower
recommendations
e-commerce
company-blog
Jun 01, 2026
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
agentic-search
direct-corpus-interaction
retrieval
grep
multi-hop-QA
BEIR
BRIGHT
company-blog
Jun 01, 2026
Building Smarter Search Products - 3 Steps for Evaluating Search Algorithms
article
evaluation
ab-testing
shopify
offline-metrics
annotation
company-blog
Jun 01, 2026
ColBERT Comes to Apache Solr: Implementation and Tutorial of Late Interaction Model Reranking
colbert
solr
late-interaction
reranking
neural-ir
company-blog
Jun 01, 2026
ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT Models?
colbert
multi-vector
pretraining
knowledge-distillation
contrastive-learning
BEIR
company-blog
Jun 01, 2026
Common Pitfalls of Onsite Search Experimentation Part 2
article
ab-testing
experimentation
basket-attribution
kpi
company-blog
Jun 01, 2026
Common Pitfalls of Onsite Search Experimentation
article
ab-testing
experimentation
randomization
carry-over
company-blog
Jun 01, 2026
E-commerce Search and Recommendation with Vespa
article
vespa
e-commerce
ltr
facets
vocabulary-mismatch
recommendations
company-blog
Jun 01, 2026
Ecommerce Search Governance: Move Faster, Not Slower
ecommerce-search
search-governance
zero-deploy
policies-as-data
merchandising
company-blog
Jun 01, 2026
Elasticsearch BBQ: Optimized Scalar Quantization vs. TurboQuant
vector-search
quantization
BBQ
OSQ
TurboQuant
CPU-search
embeddings
company-blog
Jun 01, 2026
Elasticsearch Personalized Search in Ecommerce: Improve Relevance
ecommerce-search
personalization
purchase-history
cohort-search
search-governance
company-blog
Jun 01, 2026
Evaluating the Best AB Testing Metrics for Search
article
ab-testing
metrics
ctr
conversion
directionality
sensitivity
company-blog
Jun 01, 2026
Exploring Hierarchical Navigable Small World
article
hnsw
ann
vector-search
vespa
company-blog
Jun 01, 2026
How to Really Scale Autocomplete
autocomplete
elasticsearch
opensearch
scaling
aggregations
company-blog
Jun 01, 2026
Late Interaction Models: How to Scale & Optimize in Elasticsearch
article
late-interaction
colpali
elasticsearch
elastic
vector-search
company-blog
Jun 01, 2026
Multilingual Embedding Model: Hybrid Search Reranking
multilingual
embeddings
hybrid-search
reranking
elasticsearch
E5
company-blog
Jun 01, 2026
Mutually Assured Distraction
agentic-search
retrieval
evaluation
distractor
RAG
company-blog
Jun 01, 2026
My Journey Building Elasticsearch for Retail
article
elasticsearch
retail
analyzers
query-relaxation
e-commerce
company-blog
Jun 01, 2026
Part 1 - Learning to Rank for E-Commerce Search at Otto
article
ltr
lambdamart
e-commerce
otto
ranking
evaluation
company-blog
Jun 01, 2026
Qwen3 Embedding Series
embeddings
reranking
Qwen3
multilingual
MTEB
MRL
company-blog
Jun 01, 2026
Rethinking Spotify Search
article
spotify
team-structure
organization
search-platform
company-blog
Jun 01, 2026
Sparse Embeddings - Dense vs Sparse Vectors in Elasticsearch
article
sparse-vectors
elser
splade
elasticsearch
semantic-search
company-blog
Jun 01, 2026
The Day Our Own Queries DoS'ed Us: Inside Zalando Search
search-architecture
elasticsearch
incident
faceted-search
case-study
zalando
company-blog
Jun 01, 2026
Using Approximate Nearest Neighbor Search to Find Similar Products
article
ann
hnsw
vespa
e-commerce
image-similarity
prefiltering
company-blog
Jun 01, 2026
Using Cross-Encoders as Reranker in Multistage Vector Search
article
cross-encoder
bi-encoder
reranking
two-stage-ranking
weaviate
company-blog
Jun 01, 2026
Using LLMs to Amplify Human Labeling and Improve Dash Search Relevance
LLM-as-judge
relevance-labeling
search-ranking
RAG
DSPy
human-labeling
enterprise-search
company-blog
Jun 01, 2026
Why Ecommerce Search Needs Governance & How It Improves Retrieval
ecommerce-search
search-governance
control-plane
intent-routing
retrieval
company-blog
Jun 01, 2026
Wormhole Vectors: Beyond Hybrid Search in OpenSearch
hybrid-search
wormhole-vectors
semantic-knowledge-graph
opensearch
vector-search
company-blog
Jun 01, 2026
You Say Search, I Say Recs: A Scalable Agentic Approach to Query Understanding and Exploratory Search at Spotify
agentic-search
query-understanding
exploratory-search
spotify
recommendations
LLM
company-blog
May 31, 2026
Search Quality Assurance with AI as a Judge
article
llm-judge
search-evaluation
e-commerce
zalando
company-blog
May 31, 2026
This Is What Agentic Retrieval Looks Like
article
agentic-retrieval
bm25
query-understanding
hornet
company-blog
May 16, 2026
TurboQuant in Qdrant
article
vector-quantization
qdrant
turboquant
rabitq
simd
performance
company-blog
May 15, 2026
13 Design Patterns for Autocomplete Suggestions (27% Get it Wrong)
clippings
search
autocomplete
ux
company-blog
May 15, 2026
Announcing the Vespa ColBERT Embedder
clippings
colbert
vespa
embeddings
search
company-blog
May 15, 2026
Announcing the Vespa ColBERT embedder
clippings
company-blog
May 15, 2026
Bayesian BM25 is Cool
clippings
search
ranking
bm25
company-blog
May 15, 2026
Beyond Hybrid Search: Traversing Vector Spaces with Wormhole Vectors
clippings
hybrid-search
wormhole-vectors
vector-search
search
company-blog
May 15, 2026
Canva Search Pipeline Part I
clippings
search
architecture
case-study
company-blog
May 15, 2026
Canva Search Pipeline Part II
clippings
search
architecture
case-study
company-blog
May 15, 2026
Choosing Your Search Relevance Evaluation Metric
clippings
search-evaluation
metrics
ndcg
mrr
company-blog
May 15, 2026
How to choose the best model for semantic search
clippings
company-blog
May 15, 2026
Chunking Strategies for LLM Applications
clippings
chunking
rag
embeddings
llm
company-blog
May 15, 2026
Deconstructing E-Commerce Search: The 12 Query Types
clippings
search
query-understanding
ux
company-blog
May 15, 2026
Demystifying nDCG and ERR
clippings
search-evaluation
ndcg
err
metrics
company-blog
May 15, 2026
Improving information retrieval in the Elastic Stack: Introducing Elastic Learned Sparse Encoder (ELSER)
clippings
company-blog
May 15, 2026
Improving Information Retrieval in the Elastic Stack: Introducing ELSER
clippings
elser
splade
elasticsearch
sparse-retrieval
company-blog
May 15, 2026
Evaluating the Ideal Chunk Size for a RAG System using LlamaIndex
clippings
company-blog
May 15, 2026
Evaluating the Ideal Chunk Size for a RAG System using LlamaIndex
clippings
chunking
rag
evaluation
llamaindex
company-blog
May 15, 2026
Food Discovery with Uber Eats: Building a Query Understanding Engine
clippings
query-understanding
uber-eats
case-study
food-search
company-blog
May 15, 2026
From Zero to Semantic Search Embedding Model
clippings
search
embeddings
semantic-search
company-blog
May 15, 2026
How Etsy Uses Thermodynamics to Help You Search for 'Geeky'
clippings
search
ranking
diversity
case-study
company-blog
May 15, 2026
How Netflix Content Engineering Makes a Federated Graph Searchable
clippings
search
case-study
knowledge-graph
architecture
company-blog
May 15, 2026
How to Choose the Best Model for Semantic Search
clippings
semantic-search
embeddings
model-selection
search
company-blog
May 15, 2026
Hypothetical Document Embeddings (HyDE)
clippings
company-blog
May 15, 2026
Hypothetical Document Embeddings (HyDE)
clippings
hyde
rag
embeddings
query-expansion
company-blog
May 15, 2026
How to Implement a Normalized Discounted Cumulative Gain (NDCG) Ranking Quality Scorer in Quepid
clippings
company-blog
May 15, 2026
Improving Retrieval with LLM-as-a-Judge
clippings
search-evaluation
llm-judge
retrieval
vespa
company-blog
May 15, 2026
Improving retrieval with LLM-as-a-judge
clippings
company-blog
May 15, 2026
Innovating Search Experience with Amazon OpenSearch and Amazon Bedrock
clippings
company-blog
May 15, 2026
Innovating Search Experience with Amazon OpenSearch and Amazon Bedrock
clippings
opensearch
aws
bedrock
rag
semantic-search
company-blog
May 15, 2026
🪆 Introduction to Matryoshka Embedding Models
clippings
company-blog
May 15, 2026
Introduction to Matryoshka Embedding Models
clippings
embeddings
matryoshka
huggingface
machine-learning
company-blog
May 15, 2026
Matryoshka Embeddings: Faster OpenAI Vector Search Using Adaptive Retrieval
clippings
embeddings
matryoshka
vector-search
performance
company-blog
May 15, 2026
Matryoshka embeddings: faster OpenAI vector search using Adaptive Retrieval
clippings
company-blog
May 15, 2026
Modeling Spelling Correction for Search at Etsy
clippings
search
spelling-correction
case-study
company-blog
May 15, 2026
Nearest Neighbor Indexes for Similarity Search
clippings
company-blog
May 15, 2026
Nearest Neighbor Indexes for Similarity Search
clippings
vector-search
ann
faiss
infrastructure
company-blog
May 15, 2026
How to succeed with explicit relevance evaluation using Probability-Proportional-to-Size sampling
clippings
company-blog
May 15, 2026
SPLADE: A Sparse Bi-Encoder BERT Model for First-Stage Ranking
clippings
splade
naver-labs
research
sparse-retrieval
company-blog
May 15, 2026
SPLADE – a sparse bi-encoder BERT-based model achieves effective and efficient first-stage ranking
clippings
company-blog
May 15, 2026
SPLADE for Sparse Vector Search Explained
clippings
splade
sparse-search
pinecone
neural-retrieval
company-blog
May 15, 2026
Search Query Expansion with Query Embeddings
clippings
search
query-expansion
embeddings
case-study
company-blog
May 15, 2026
Search at Slack
clippings
search
case-study
ranking
company-blog
May 15, 2026
How to Succeed with Explicit Relevance Evaluation using PPS Sampling
clippings
search-evaluation
sampling
judgment-lists
company-blog
May 15, 2026
Targeting Broad Queries in Search
clippings
search
query-understanding
case-study
company-blog
May 15, 2026
The Missing WHERE Clause in Vector Search
clippings
company-blog
May 15, 2026
The Missing WHERE Clause in Vector Search
clippings
vector-search
filtering
metadata
pinecone
company-blog
May 15, 2026
Three Pillars of Search Quality Part 2: Discovery & Inspiration
clippings
search
evaluation
search-quality
company-blog
May 15, 2026
Three Pillars of Search Quality in E-Commerce — Part 1: Findability
clippings
search
evaluation
search-quality
company-blog
May 15, 2026
Stability and Scalability for Search
clippings
search
case-study
scalability
architecture
company-blog
May 15, 2026
Understanding BERT and Search Relevance
clippings
search
bert
dense-retrieval
embeddings
company-blog
May 15, 2026
What is ColBERT and Late Interaction and Why They Matter in Search?
clippings
colbert
late-interaction
search
embeddings
company-blog
May 15, 2026
What is ColBERT and Late Interaction and Why They Matter in Search?
clippings
company-blog
May 15, 2026
What is a 'Relevant' Search Result?
clippings
search
relevance
evaluation
company-blog