Qdrant - Vector Database

Most people don’t read their insurance pamphlet. The benefits are there: deductibles, copays, in-network providers, what dental covers, what dermatology covers, when an optometry visit is included in the medical plan. But the document is dense, the website is worse, and the result is that patients pay for plans they barely understand and delay care because finding an ...

GoPerfect mission is to use an AI recruiting workforce that replaces the manual, low-leverage parts of recruiting. Instead, an agent decomposes recruiter intent and runs the work end to end to find top talent. Their agentic platform handles sourcing, scanning, reviewing, outreach, admin work as well as candidate conversations for recruiters, hiring managers, agencies,...

If you run production vector workloads, you already know the compression ladder in Qdrant: float32 is the baseline, Scalar Quantization (SQ) compresses vectors by 4x with almost no recall hit, and Binary Quantization (BQ) packs vectors at 16x or 32x.

Qdrant 1.18 ships TurboQuant, a new rotation-based vector quantizatio...

Sapu is an early-stage biopharmaceutical company developing treatments for hard-to-treat cancers. From its San Diego facility, the team is pioneering a nanomedicine pipeline that takes existing FDA-approved drugs and re-engineers them at the nanoscale, making them smaller, more effectiv...

Qdrant 1.18.0 is out! Let’s look at the main features for this version:

TurboQuant: A new quantization method that, at twice the compression ratio of scalar quantization, delivers similar recall and speed.

Memo...