Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Qdrant sparse vector operations: collection creation with SparseVectorParams, Modifier.IDF for miniCOIL/SPLADE/BM42, upserting SparseVector points, sparse search, hybrid search with prefetch + RRF/DBSF fusion, converting model outputs to SparseVector format, payload filtering, and performance tuning. Covers the sparse vector gap not handled by the official Qdrant MCP (which only supports dense vectors via FastEmbed).
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 3c6a1f32e6acfa9ea96b9d084c775dba9e09e84f015209bc56329bcddc1e6cec
About this listing
- Category
- General
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.