Vector databases have emerged as critical infrastructure for modern artificial intelligence applications, particularly retrieval-augmented generation (RAG), semantic search, and recommendation systems. Despite their growing importance, there remains a significant gap in comprehensive, reproducible benchmarks that jointly evaluate retrieval quality, query latency, throughput, and resource utilization. We present a systematic empirical evaluation ... Read more ›
The agent engineering platform. Contribute to langchain-ai/langchain development by creating an account on GitHub. Read more ›
Every time I show someone my homelab (Home assistant managing my home, Immich backing up my photos, Vaultwarden storing all my passwords) they say the s... Read more ›
Reverse Engineering Vault with GitHub/Obsidian notes, guide, map of content, catalog, and status. Read more ›
Tailscale and SQLite developers traced maddening corruption incidents to find the WAL-Reset data race, then uncovered a second stale expression index bug. Read more ›
In this post, we preview the critical findings of Flashpoint’s Global Threat Intelligence Report: 2026 Midyear Edition. The post appeared first on <a href=" Read more ›
DynamoDB now has native vector search. Learn how to store Titan embeddings next to your items, create a vector index, and use the SearchVectors API to build a related-posts feature without a separate vector database or sync pipeline. Read more ›
For anyone who hasn’t run into it directly, SQLite is a relational database that doesn’t run as a server. The entire database is a single file sitting on disk, and your application talks to it directly through a library. Read more ›
The difference between a prompt injection attack you'll catch and one you won't might just be whether your AI agent can explain itself. The post appeared first on <a href=" Read more ›
It turned out to be a solid investment for my productivity application stack Read more ›
For the latest discoveries in cyber research for the week of 10th August, please download our Threat Intelligence Bulletin. Introduction to Malware Binary Triage (IMBT) Course Looking to level up your skills? Get 10% off using coupon code: MWNEWS10 for any flavor. Note: Affiliate link – your enrollment helps support this platform at no extra cost to you. TOP ATTACKS AND BREACHES North Carolina Ports, the US authority operating the ports of Wilmington, Morehead City and others, has suffered a ... Read more ›
Psychological warfare in reverse engineering. Contribute to xoreaxeaxeax/REpsych development by creating an account on GitHub. Read more ›
Learn how to build a local RAG application in C# using Ollama and Qdrant, from architecture and embeddings to vector search and private AI setup. Read more ›
Release: Fixes a crashing bug in . I'd introduced code that looks like this: from typing_extensions import Self It turned out the sqlite-utils - it was installed by one of the other dependencies in the , but when you uvx sqlite-utils directly you don't get those dependencies. As part of fixing this I figured out how to run a smoke test to ensure the CLI tool still works even without those dev dependencies, which can be run from the project checkout: uv run --isolated --no-default-groups sqlit... Read more ›
Learn how AI agent observability provides the visibility needed to understand agent behavior, investigate failures, and build more reliable AI workflows. Read more ›
LincStation N2 Powerful 4-Core Performance – Intel Alder Lake-N N100 processor (4 cores, up to 3.4GHz) with 16GB LPDDR5 RAM delivers smooth 4K streaming, fast file transfers, and efficient multitasking for home and office use. 10GbE High-Speed Networking – Equipped with a 10 Gigabit Ethernet port for ultra-fast data transfers, perfect for media streaming, backups, and collaborative work environments. Flexible 6-Bay Storage – Features 2 SATA bays (2.5" HDD & SSD) and 4 M.2 NVMe slots (2280 SSD... Read more ›
GPU-accelerated vector (k-NN) indexing on Amazon OpenSearch Service and OpenSearch Serverless lets you build billion-scale vector indexes in hours instead of days. This post goes deep on the decoupled GPU architecture, the CAGRA-to-HNSW conversion, a one-billion-vector benchmark, and operational best practices for production. Read more ›
celld runs Workers and Durable Objects on your own machines, with one SQLite database per cell and S3-compatible storage. Read more ›
QuoIntelligence’s Weekly Intelligence Snapshot for the week of 6 to 12 August 2026 is now available! Introduction to Malware Binary Triage (IMBT) Course Looking to level up your skills? Get 10% off using coupon code: MWNEWS10 for any flavor. Note: Affiliate link – your enrollment helps support this platform at no extra cost to you. Want to read the full story? Subscribe to our newsletter to access the complete Weekly Intelligence Snapshot. Don’t miss out on more intelligence! Cyber Highlights... Read more ›
A monitoring method and large‑scale analysis to understand the tasks AI agents are performing today. Read more ›