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,…
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AI
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…
AI
Claude Opus 4.8 Released: Features, Benchmarks, and Claude Code Guide
Anthropic shipped Claude Opus 4.8 on May 28, 2026, six weeks after Opus 4.7 and at the same…
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…
AI
Install Qdrant on Rocky Linux 10 / AlmaLinux 10
Install Qdrant on Rocky Linux 10 or AlmaLinux 10 via Docker CE or rootless Podman, with SELinux enforcing…
AI
Install Qdrant on Ubuntu 26.04 / 24.04 / 22.04
Install Qdrant on Ubuntu LTS via Docker, Docker Compose, or the native deb plus systemd. Verify, create a…
AI
Qdrant Vector Database: Setup, Search, and Production Use
What Qdrant is, how its internals work, when to pick it over pgvector or Milvus, and the roadmap…
AI
Is Your Data Ready for Agentic AI Decision-Making?
By Ashley Vassell, Senior Product Manager, Hydrolix Agentic AI makes decisions. It doesn’t just answer questions. And while…
AI
Run vLLM on Kubernetes with NVIDIA GPUs (EKS, GKE, AKS)
Running vLLM on Kubernetes is the natural next step after a single-box install. The OpenAI-compatible API stays the…
AI
Install vLLM on Linux for Production LLM Serving
vLLM is the open-source inference engine that turned PagedAttention from a research paper into the default way to…
AI
Ollama Models Cheat Sheet 2026 (gpt-oss, Qwen3-Coder, DeepSeek)
Ollama makes running open-weight LLMs locally as easy as ollama run, but the hard part is picking which…