AI
Monitoring Qdrant with Prometheus and Grafana
The Qdrant cluster from the previous guide is running and serving queries, but nothing is watching it. The…
Category
Linux Tutorials
Fedora
Install Trivalent Hardened Browser on Fedora
Most “secure browser” guides hand you a privacy extension and call it a day. Trivalent takes a different…
AI
Multi-node Qdrant Cluster on Kubernetes
A single Qdrant pod handles plenty of throughput, but it has the same failure profile as any single…
AI
Backup, Snapshot, and Restore Qdrant Collections
The vectors in your Qdrant cluster are derived data, but the inputs (model + corpus) often are not…
AI
Secure Qdrant with API Key, TLS, and Nginx Reverse Proxy
A vector database stores embeddings derived from your private data: customer messages, product catalogs, internal documents. Leaving Qdrant…
AI
Qdrant Filters and Payload Indexes: Advanced Search Patterns
Filters are where vector search stops being a demo and starts being useful. A pure nearest-neighbor query returns…
AI
Qdrant REST and gRPC APIs in Practice
Qdrant exposes the same operations through two protocols. REST lives on port 6333 and is what every browser,…
AI
Qdrant Collections: Create, Configure, and Manage Vectors
A Qdrant collection is the box that holds your vectors, your payloads, and the indexes that make filtered…
AI
Qdrant Web UI Tour: Console, Visualize, Graph, and Datasets
Most Qdrant tutorials drop you into the REST API and assume you will figure out the rest. The…
Linux Tutorials
How to Install SerenityOS on Linux
SerenityOS is one of the most interesting projects in open source: a complete graphical operating system, kernel and…
How To
Build Ladybird Browser on Ubuntu, Fedora, and macOS
Build Ladybird, the independent BSD-licensed browser, from source on Ubuntu 26.04, Fedora 44, and macOS using clang, CMake,…
AI
Install Qdrant on Debian 13 / 12
Install Qdrant on Debian 13 Trixie or Debian 12 Bookworm via Docker Compose with journald logging or the…