📊 Vector Databases - emschwartz · Scour

How RAG Actually Finds Answers (Part 2): HNSW, IVF, BM25, Hybrid Search and Re-Ranking | M011 |…

📇Vector Indexing

pub.towardsai.net

·

When More Cores Hurts: The Vector Database Scaling Paradox in HPC

🎯Vector Search Academic

A Fun & Absurd Introduction to Vector Databases • Alexander Chatzizacharias

🎯Vector Search Video

youtu.be··r/programming

Your AI agent reads the fine print: building a RAG pipeline over EU regulations with Elasticsearch and OGX

🏗️Search Infrastructure Blog

HelixDB/helix-db: HelixDB is an OLTP graph-vector database built in Rust.

🎯Vector Search Code

github.com··Hacker News

MongoDB as a Vector Database for AI Agents-MongoDB

🎯Vector Search

a desktop GUI to browse, search, & visualize your vector databases

🎯Vector Search

vectorlens.dev··Hacker News

Hybrid Search for RAG: Fix Retrieval Accuracy in AI

🎯Vector Search Blog

Best practices for building a modern app with vector search

🏗️Search Infrastructure Blog

How to Set Up Codebase Indexing in Kilo Code

🎯Qdrant News Blog

Show HN: Incremental RAG ingestion, only changed chunks get re-embedded

🎯Qdrant Code

github.com··Hacker News

LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization

🎯Vector Quantization Academic

Aperon Technical Report: Hierarchical No-Pointer Tangent-Local Search for High-Dimensional Approximate Nearest Neighbors

🎯Vector Search Academic

Elasticsearch simdvec deep-dive: Walking the memory tightrope to 2x better vector throughput

🏗️Search Infrastructure Blog

Rayforce

🎯Qdrant Code

github.com··Lobsters, Hacker News

ASH: Asymmetric Scalar Hashing With Learned Dimensionality Reduction for High-Fidelity Vector Quantization

🗜️Vector Compression Academic

Beyond Basic RAG (Part 3): Agentic RAG, CRAG, Self-RAG and GraphRAG Explained | M012 | Mehul Ligade

🔄LLM RAG Pipelines

pub.towardsai.net

·

SaqlainXoas/llm-system-patterns: A docs-first guide to LLM system design — hybrid search, embedding pipelines, reranking, and LLM-as-judge patterns.

💉Prompt Injection Code

github.com··r/LocalLLaMA, r/SideProject

LLM-Guided ANN Index Optimization for Human-Object Interaction Retrieval

🎯Vector Search Academic

Puffin-Backed Vector Indexes: Attaching Approximate Nearest Neighbor Indexes to Apache Iceberg Snapshots for Compute-Disaggregated Query Engines

🎯Vector Search Academic

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