Awesome Search KG
Search
Search
Dark mode
Light mode
Explorer
Tag: medium
89 items with this tag.
Jun 01, 2026
Agentic Search for Context Engineering
article
agentic-search
context-engineering
retrieval
medium
Jun 01, 2026
Building Search-Based Apps With Typesense: From Zero to Hero
typesense
search-engine
tutorial
search-architecture
medium
Jun 01, 2026
Choosing a Vector Database for ANN Search at Reddit
article
vector-database
ann
case-study
evaluation
medium
Jun 01, 2026
Exploring Vector Databases with Milvus
article
vector-database
milvus
architecture
medium
Jun 01, 2026
Fine Tune LLM on a Custom Dataset with QLoRA
article
llm
fine-tuning
qlora
lora
peft
quantization
medium
Jun 01, 2026
Fine Tuning an Embedding Model for Semantic Search
article
embedding
fine-tuning
sentence-transformers
medium
Jun 01, 2026
GGUF Optimization: A Technical Deep Dive (Parts 1 & 2)
GGUF
quantization
LLM
llama-cpp
local-inference
model-compression
medium
Jun 01, 2026
LLM-as-a-Judge: When to Use Reasoning, CoT, and Explanations
LLM-as-judge
evaluation
chain-of-thought
reasoning-models
search-evaluation
medium
Jun 01, 2026
Milvus - Unlocking Your Data's Hidden Relationships
article
vector-database
milvus
embeddings
medium
Jun 01, 2026
Putting Search Ranking in Perspective
article
ranking
query-understanding
relevance
personalization
medium
Jun 01, 2026
The Complete Guide to Fine-Tuning Embedding Models: From Theory to Production
article
embedding
fine-tuning
production
medium
Jun 01, 2026
The Influence of TF-IDF Algorithms in E-commerce Search
article
tf-idf
bm25
e-commerce
relevance
ranking
medium
Jun 01, 2026
Elasticsearch vs. OpenSearch (2025): The Definitive Showdown
article
elasticsearch
opensearch
platform-comparison
medium
Jun 01, 2026
From RAG to Search-R1 - Evolving Language Models from Knowledge Retrieval to Autonomous Reasoning
article
rag
search-r1
agentic-search
reinforcement-learning
medium
Jun 01, 2026
Observability for AI Workloads: A New Paradigm for a New Era
article
observability
search-quality
retrieval
agentic-search
medium
Jun 01, 2026
OpenSearch vs. Elasticsearch: A Comprehensive Comparison in 2025
article
elasticsearch
opensearch
platform-comparison
medium
Jun 01, 2026
PCA vs t-SNE: which one should you use for visualization
article
dimensionality-reduction
PCA
t-SNE
visualization
MNIST
medium
Jun 01, 2026
PCA vs t-SNE vs UMAP: Visualizing the Invisible in Your Data
article
dimensionality-reduction
PCA
t-SNE
UMAP
visualization
embeddings
medium
Jun 01, 2026
Principal Component Analysis (PCA) In Depth
article
dimensionality-reduction
PCA
linear-algebra
covariance-matrix
eigenvectors
medium
Jun 01, 2026
SEARCH-R1 - Reinforcement Learning-Enhanced Multi-Turn Search and Reasoning for LLMs
article
search-r1
reinforcement-learning
multi-turn-reasoning
rag
medium
Jun 01, 2026
Understanding Principal Component Analysis (PCA)
article
dimensionality-reduction
PCA
linear-algebra
machine-learning
medium
Jun 01, 2026
t-SNE clearly explained
article
dimensionality-reduction
t-SNE
KL-divergence
perplexity
CNN
visualization
medium
Jun 01, 2026
T-SNE Explained — Math and Intuition
article
dimensionality-reduction
t-SNE
KL-divergence
perplexity
visualization
medium
Jun 01, 2026
t-SNE Explained: Visualising High-Dimensional Data
article
dimensionality-reduction
t-SNE
KL-divergence
perplexity
visualization
Student-t
medium
May 26, 2026
From Elasticsearch to Vespa: Rebuilding the Kleinanzeigen Homepage Feed — Part 1
article
vespa
personalization
wand
homepage-feed
e-commerce
case-study
medium
May 19, 2026
Hybrid Search Blueprint Series: Semantic Boosting
article
hybrid-search
semantic-boosting
vector-search
mongodb
medium
May 17, 2026
Your Obsidian Vault Is a Knowledge Graph. Here's How to Make It Think (quickly).
article
obsidian
knowledge-graph
claude-code
graph-analysis
medium
May 15, 2026
1000x Faster Spelling Correction Algorithm — SymSpell
clippings
search
spelling-correction
medium
May 15, 2026
A/B Testing Search: Thinking Like a Scientist
clippings
search
evaluation
experimentation
medium
May 15, 2026
A/B Testing for Search is Different
clippings
search
evaluation
experimentation
medium
May 15, 2026
Agentic Search as an Agile Engineering Process
clippings
agentic-search
search
ai-agents
medium
May 15, 2026
Autosuggest Ranking
clippings
search
autocomplete
ranking
medium
May 15, 2026
Autosuggest Retrieval Data Structures & Algorithms
clippings
search
autocomplete
data-structures
medium
May 15, 2026
Bi-encoder vs Cross encoder?When to use which one?
clippings
medium
May 15, 2026
Bi-encoder vs Cross-encoder: When to Use Which One?
clippings
embeddings
search
neural-retrieval
medium
May 15, 2026
Bootstrapping Autosuggest
clippings
search
autocomplete
ux
medium
May 15, 2026
Broad and Ambiguous Search Queries
clippings
search
query-understanding
medium
May 15, 2026
Building a Better Search Engine for Semantic Scholar
clippings
search
case-study
ranking
medium
May 15, 2026
Click Residual: A Query Success Metric
clippings
search
evaluation
metrics
medium
May 15, 2026
Cross-Encoders, ColBERT, and LLM-Based Re-Rankers: A Practical Guide
clippings
search
ranking
reranking
medium
May 15, 2026
Distilling Retrieval Pipelines to a Single Embedding Model
clippings
medium
May 15, 2026
Distilling Retrieval Pipelines to a Single Embedding Model
clippings
retrieval
distillation
embeddings
search
medium
May 15, 2026
Diving into Diversity Metrics: Elevate Your Recommender Systems in a Snap!
clippings
medium
May 15, 2026
Evaluating Good Search Part I: Measure It
clippings
search
evaluation
medium
May 15, 2026
Evaluating Search: Using Human Judgments
clippings
search-evaluation
human-judgment
annotation
medium
May 15, 2026
Facets of Faceted Search
clippings
search
faceted-search
ux
medium
May 15, 2026
Fine-Tuning Text Embeddings For Domain-Specific Search
clippings
medium
May 15, 2026
Fine-Tuning Text Embeddings For Domain-Specific Search
clippings
embeddings
fine-tuning
domain-specific
search
medium
May 15, 2026
Fine-tuning Multimodal Embedding Models
clippings
medium
May 15, 2026
Fine-tuning Multimodal Embedding Models
clippings
embeddings
multimodal
fine-tuning
clip
medium
May 15, 2026
How Context-Aware Embeddings Are Transforming Enterprise Search
clippings
embeddings
enterprise-search
context-aware
rag
medium
May 15, 2026
How we Compute NDCG in Daraz (E-Commerce)
clippings
medium
May 15, 2026
Hybrid Search: SPLADE Sparse Encoder
clippings
splade
hybrid-search
sparse-retrieval
neural-retrieval
medium
May 15, 2026
Improve your RAG applications by moving to Task-aware Embeddings
clippings
medium
May 15, 2026
Improve Your RAG Applications by Moving to Task-Aware Embeddings
clippings
embeddings
rag
task-aware
retrieval
medium
May 15, 2026
Listing Embeddings in Search Ranking
clippings
search
embeddings
personalization
case-study
medium
May 15, 2026
Machine Learning-Powered Search Ranking of Airbnb Experiences
clippings
search
ranking
case-study
medium
May 15, 2026
Mapping Search Queries To Search Intents
clippings
medium
May 15, 2026
Mapping Search Queries To Search Intents
clippings
query-understanding
search-intent
search
medium
May 15, 2026
Matryoshka representations: A guide to faster semantic search
clippings
medium
May 15, 2026
Matryoshka Representation Learning: A Guide to Faster Semantic Search
clippings
embeddings
matryoshka
semantic-search
performance
medium
May 15, 2026
Maximal Marginal Relevance to Re-rank results in Unsupervised KeyPhrase Extraction
clippings
medium
May 15, 2026
Measuring Search, A Human Approach
clippings
medium
May 15, 2026
Measuring Search: A Human Approach
clippings
search-evaluation
human-judgment
annotation
medium
May 15, 2026
Measuring Search: Metrics Matter
clippings
medium
May 15, 2026
Measuring Search: Metrics Matter
clippings
search-evaluation
metrics
ndcg
mrr
medium
May 15, 2026
Measuring Search Effectiveness
clippings
medium
May 15, 2026
Measuring Search Effectiveness
clippings
search-evaluation
metrics
medium
May 15, 2026
Evaluating Search: Measuring Searcher Behavior
clippings
search
evaluation
medium
May 15, 2026
Migrating to Elasticsearch with Dense Vector for Carousell Spotlight Search
clippings
elasticsearch
dense-vectors
case-study
e-commerce-search
medium
May 15, 2026
Migrating to Elasticsearch with dense vector for Carousell Spotlight search engine
clippings
medium
May 15, 2026
Multi-Stage Ranking
clippings
search
ranking
medium
May 15, 2026
Elasticsearch Indexing Strategy in AMP
clippings
search
case-study
elasticsearch
indexing
medium
May 15, 2026
On Search Leadership
clippings
search
search-team
leadership
medium
May 15, 2026
Query Triage: The Secret Weapon for Search Relevance
clippings
search
search-team
process
evaluation
medium
May 15, 2026
Query Understanding, Divided into Three Parts
clippings
query-understanding
search
framework
medium
May 15, 2026
Query Understanding, Divided into Three Parts
clippings
medium
May 15, 2026
Real Talk About Synonyms and Search
clippings
search
synonyms
query-understanding
medium
May 15, 2026
Search: Intent, Not Inventory
clippings
query-understanding
search-intent
search-philosophy
medium
May 15, 2026
Search: Intent, Not Inventory
clippings
medium
May 15, 2026
Search Product Management: The Most Misunderstood Role
clippings
search
product-management
search-architecture
medium
May 15, 2026
Search is a Team Sport
clippings
search
search-team
leadership
medium
May 15, 2026
Setting Up a Relevance Evaluation Program
clippings
search
evaluation
process
medium
May 15, 2026
Statistical and Human-Centered Approaches to Search Engine Improvement
clippings
search
evaluation
process
medium
May 15, 2026
The Launch Review: Bringing It All Together
clippings
search
search-team
process
evaluation
medium
May 15, 2026
Thoughts on Search Result Diversity
clippings
search
diversity
medium
May 15, 2026
Understanding the Search Query — Part II
clippings
medium
May 15, 2026
Understanding the Search Query — Part III
clippings
medium
May 15, 2026
When There's No Conversion Rate
clippings
search
evaluation
medium