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AI EngineeringPython

Qdrant Clients SDK

by qdrant

Qdrant Clients SDK is an AI Engineering skill for Claude Code, published by qdrant in skills.

230 stars28 forkson qdrant/skillsAdded 2026/09/03Repository updated 2026/09/02
View source on GitHubDownload repo ZIP
agent-skillsai-agentsclaude-codecodexcursorembeddingshybrid-searchmonitoringmultitenancyperformanceqdrantquantizationscalingsearch-qualityvector-databasevector-search
Install in seconds
Install Qdrant Clients SDK
Copy Qdrant Clients SDK into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/qdrant/skills/tree/main/skills/qdrant-clients-sdk ~/.claude/skills/qdrant-clients-sdk

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/qdrant/skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/qdrant-clients-sdk/SKILL.md in qdrant/skills
Installs to
~/.claude/skills/qdrant-clients-sdk
Collection
One of 25 skills cataloged from this repository
Category
AI Engineering — 2793 skills

What Qdrant Clients SDK does

Qdrant Clients SDK provides official client libraries for Python, JavaScript, Rust, Go, .NET, and Java. Use it to connect applications to Qdrant through REST or gRPC and to fetch code snippets for common tasks.

Qdrant Clients SDK is cataloged under AI Engineering on DirSkills. Qdrant Clients SDK comes from a repository tagged agent-skills, ai-agents, claude-code, codex and cursor.

Frequently asked about Qdrant Clients SDK

  • What else does qdrant publish alongside Qdrant Clients SDK?

    Qdrant Clients SDK is one of 25 skills that DirSkills catalogs from qdrant/skills, the repository it ships in. Its siblings there include Qdrant Advisor, Qdrant Deployment Options and Qdrant Edge. Each one is a separate skill with its own page in this directory, installs the same way Qdrant Clients SDK does, and is maintained by qdrant in that same repository. The rest of the collection is listed on the qdrant/skills page.

  • How does Qdrant Clients SDK compare to other AI Engineering skills?

    Qdrant Clients SDK ranks #2477 by stars among the 2793 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Qdrant Clients SDK against them. Open each page to compare what they document and how they install.

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Qdrant Clients SDK is one of 25 skills cataloged on DirSkills from qdrant/skills.

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Qdrant Deployment Options

Qdrant Deployment Options helps you choose between local mode, Docker, Qdrant Cloud, and Qdrant EDGE. Use it when deciding how to deploy Qdrant for prototyping, production, or lowest-latency search.
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Qdrant Indexing Performance Optimization

Qdrant Indexing Performance Optimization diagnoses slow uploads, long HNSW builds, and stuck optimizers in Qdrant. Use it to tune batching, shards, indexing thresholds, and payload indexes when ingestion or search quality is degraded.
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Qdrant Latency Optimization

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Qdrant Latency Remote helps diagnose search latency spikes in Qdrant, such as p99 regressions over time. Use it to inspect what changed and narrow down likely causes with skills.qdrant.tech.
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