faiss

Name: faiss
Rating: 0.9 (1 reviews)
Author: zechenzhangAGI

18.5

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.

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Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security

Installation for Agentic Skill

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Claude Code (CLI) Fast

skilz install zechenzhangAGI/AI-research-SKILLs/faiss

OpenCode (CLI) Fast

skilz install zechenzhangAGI/AI-research-SKILLs/faiss --agent opencode

OpenAI Codex (CLI) Native

skilz install zechenzhangAGI/AI-research-SKILLs/faiss --agent codex

Gemini CLI (Project) Project

skilz install zechenzhangAGI/AI-research-SKILLs/faiss --agent gemini

First time? Install Skilz: pip install skilz

Works with 14 AI coding assistants

Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...

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For Claude Desktop Easy

Download Agent Skill ZIP

Extract and copy to ~/.claude/skills/ then restart Claude Desktop

Manual Installation

1. Clone the repository:

git clone https://github.com/zechenzhangAGI/AI-research-SKILLs

2. Copy the agent skill directory:

cp -r AI-research-SKILLs/15-rag/faiss ~/.claude/skills/

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Need detailed installation help? Check our platform-specific guides:

Claude Desktop Guide Claude Code Guide Troubleshooting

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Agentic Skill Details

Owner: zechenzhangAGI (GitHub)
Repository: AI-research-SKILLs
Type: Non-Technical
Meta-Domain: general
Primary Domain: general
Sub-Domain: schema query
Market Score: 18.5

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