🗂️ Vector Search

Embedding Similarity, High-dimensional Indexing, Semantic Retrieval, ML Infrastructure

ART: Adaptive Relation Tuning for Generalized Relation Prediction
arxiv.org·17h
🧮Vector Embeddings
SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering
arxiv.org·2d
🔍Information Retrieval
Embeddings & Cosine Similarity Explained Simply
dev.to·3d·
Discuss: DEV
📐Vector Similarity
RATE: An LLM-Powered Retrieval Augmented Generation Technology-Extraction Pipeline
arxiv.org·2d
🔍Information Retrieval
Let the Kaleidoscope Turn
shabie.github.io·23h·
Discuss: Hacker News
🧠Learned Indexing
Machine Learning Fundamentals: k-nearest neighbors example
dev.to·3d·
Discuss: DEV
🗂️Vector Databases
Causal Identification of Sufficient, Contrastive and Complete Feature Sets in Image Classification
arxiv.org·17h
🧠Machine Learning
Machine Learning Fundamentals: loss function
dev.to·4h·
Discuss: DEV
🧠Machine Learning
Learning from Limited and Imperfect Data
arxiv.org·2d
🧠Machine Learning
How Computers “See” Molecules
towardsdatascience.com·6h
💎Information Crystallography
MRGSEM-Sum: An Unsupervised Multi-document Summarization Framework based on Multi-Relational Graphs and Structural Entropy Minimization
arxiv.org·17h
📊Multi-vector RAG
From zero to RAG engineer: 1200 hours of lessons so you don't repeat my mistakes
bytevagabond.com·1d·
Discuss: Hacker News
📄Text Chunking
Decoding the Magic: Logistic Regression, Cross-Entropy, and Optimization
dev.to·20h·
Discuss: DEV
🧠Machine Learning
Improving annotator selection in Active Learning using a mood and fatigue-aware Recommender System
arxiv.org·17h
🎛️Feed Filtering
Toward Holistic Evaluation of LLMs: Integrating Human Feedback with Traditional Metrics
hackernoon.com·10h
🧠Intelligence Compression
CleANN: Efficient Full Dynamism in Graph-based Approximate Nearest Neighbor Search
arxiv.org·3d
🗂️Vector Databases
Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner
arxiv.org·17h
🤖Grammar Induction
Data Labeling Is the Hot New Thing in AI
spectrum.ieee.org·8h·
Discuss: r/technews
🤖AI Curation
Investigating the Invertibility of Multimodal Latent Spaces: Limitations of Optimization-Based Methods
arxiv.org·17h
🧠Machine Learning
Machine Learning Fundamentals: k-nearest neighbors tutorial
dev.to·2d·
Discuss: DEV
🧠Machine Learning