🗄️ Vector Databases - yfff · Scour

Self-Aware Vector Embeddings for Retrieval-Augmented Generation: A Neuroscience-Inspired Framework for Temporal, Confidence-Weighted, and Relational Knowledge 🤖Transformers

AI Database Landscape in 2026: Vector, ML-in-DB, LLM-Augmented, Predictive 💬LLMs

aito.ai·3d·Hacker News

How to Build a Self-Learning RAG System with Knowledge Reflection 🧠LLM

freecodecamp.org·13h

nambok/mentedb: A cognition aware database engine for AI agent memory. Purpose built in Rust with WAL, HNSW, knowledge graphs, and speculative context pre assembly. Not a wrapper, a ground up storage engine that thinks. 🦀Rust

github.com·14h·Hacker News

Vec1: Vec1 Vector Extension 🦀Rust

sqlite.org·1d·Hacker News

RAG as Similarity Engine 🤖AI

necromant2005.github.io·6d·Hacker News

RAG pipelines, leaking PII into vector databases and nobody's talking about it 🦀Rust

comply-tech.co.uk·1d·Hacker News

Self-hosted agent pipeline that turns Google Trends into blog posts 📜Blogroll

hyperscale.top·2d·Hacker News

RAG in Go: A Vulnerability Research Tool 🦀Rust

ardanlabs.com·5d·Hacker News

Adding Hybrid Search to Your Application (In Diagrams) - Amgix - Open-Source Hybrid Search System ✍️Prompt Engineering

amgix.io·4d·Hacker News

Announcing Vector Space Day 2026 in San Francisco 📊MATLAB

qdrant.tech·4d

Algorithm Selection with Zero Domain Knowledge via Text Embeddings 🧠Machine Learning

drop AI features into your app with two function calls 🤖AI

·5d·Hacker News

Designing Memory for AI Agents: Inside Linkedin’s Cognitive Memory Agent 🕵️LLM Agents

Kyohansha 🔥PyTorch

producthunt.com·3d

Large-Scale Data Parallelization of Product Quantization and Inverted Indexing Using Dask 📐Linear Algebra

Show HN: XTrace – Encrypted vector DB (search embeddings without exposing them) 🤖AI

github.com·2d·Hacker News

Beyond N-gram: Data-Aware X-GRAM Extraction for Efficient Embedding Parameter Scaling 🧠LLM

Finding Meaning in Embeddings: Concept Separation Curves 💬LLMs

Coverage, Not Averages: Semantic Stratification for Trustworthy Retrieval Evaluation 💬LLMs

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