AI Agent Skills

A deep dive into embeddings starting from fundamentals

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

Explore and interpret large embeddings in your browser with interactive visualization! 📍

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph 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.

Easily compute clip embeddings and build a clip retrieval system with them

Self-hosted semantic code search platform — Go server with web dashboard, CLI, and AI-agent skills. Search code by meaning, not text: hybrid BM25 + dense embeddings via…

Guides building on Qdrant Edge, the embedded in-process shard. Use when someone asks 'how to sync Edge with the server', 'keep a local shard in sync with Qdrant Cloud',…