AI Agent Skills

100+ Chinese Word Vectors 上百种预训练中文词向量

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

A curated list of network embedding techniques.

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

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.

Top2Vec learns jointly embedded topic, document and word vectors.

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.

Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across…

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]