Individual skill
faiss
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.
tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/ai-research/rag-faiss/SKILL.md
Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,976
- Repository last updated
- Nov 10, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- cli Repository topic
- developer-tools Repository topic
- rust Repository topic
- rag Declared skill tag
- faiss Declared skill tag
- similarity-search Declared skill tag
- vector-search Declared skill tag
- facebook-ai Declared skill tag
- gpu-acceleration Declared skill tag
- billion-scale Declared skill tag
- k-nn Declared skill tag
- hnsw Declared skill tag
- high-performance Declared skill tag
- large-scale Declared skill tag
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesSKILL.mdcore · 5,048 bytesreferences/index_types.mddoc · 6,181 bytes
No licensed excerpt is available. You can inspect the pinned source.