🔍 Vector Search Algorithms - gss123 · Scour

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

⚡SIMD Vectorization Blog

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

📉Embeddings Optimization Academic

aayush4vedi/drift-spark: Spark-native embedding lifecycle- produce, CDC refresh, model-migrate, audit.

🗄️Vector Databases Code

github.com··Hacker News

ColBERTSaR: Sparsified ColBERT Index via Product Quantization

📉Embeddings Optimization Academic

Neo-X7/Neo-AI: A fully offline AI assistant powered by Ollama. Stores and retrieves conversations using SQLite + LanceDB vector search. No cloud. No API keys. Runs entirely on your machine.

💾SQLite Code

github.com··DEV

fix(memory): keep FTS keyword search model agnostic · openclaw/openclaw@e3ef136

🔍Search Code

Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering

🎯Vector Search Academic

GoodQ02/goodq4all: Local-first multimodal epistemic memory for scene-level video, audio, and text intelligence.

📦In-process Databases Code

github.com··Hacker News

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

🎯Vector Search Academic

DeytaHQ/khora: Library for creating knowledge repositories from multi-source data and expose a single query substrate

🗄️Vector Databases Code

github.com··Hacker News

mario-ezquerro/gubernator: Gubernator (gbnt) Is a minimalist, distributed container orchestrator designed for those who find Kubernetes (K8s) too heavy for their needs. Inspired by the Roman efficiency of governance, Gubernator for managing containers across multiple hosts without the overhead of a massive control plane.

🗄️Vector Databases Code

github.com··DEV

Executable Schema Contracts: From Automatic Ingestion to Multi-Source Retrieval

🔍Search Academic

Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version)

🗄️Vector Databases Academic

Bridging the Semantic-Collaborative Gap: An Asymmetric Graph Architecture for Cold-Start Item Recommendation

🎯Vector Search Academic

ahmeabd/italia-corpus: Italia Corpus - La Legge OpenSouce

🗄️Vector Databases Code

github.com··r/ClaudeAI, r/opensource

cwinvestments/memstack: Structured skill framework for Claude Code — 127 skills, localhost dashboard with 3-agent orchestration, real-time streaming, MCP tools management, session memory, and project handoffs via markdown-based skills

🗄️Embedded Databases Code

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