AI Agent Skills

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

A curated list of network embedding techniques.

A curated list of awesome embedding models tutorials, projects and communities.

100+ Chinese Word Vectors 上百种预训练中文词向量

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

A fast, efficient universal vector embedding utility package.

MTEB: Massive Text Embedding Benchmark

Find related notes and excerpts while writing. Your link building copilot displays relevant content in graph + list view. A local embedding model powers semantic search.…

Semantic search over videos using Gemini Embedding 2 or Qwen3-VL.

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

GraphVite: A General and High-performance Graph Embedding System

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.

This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]

Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。