AI Agent Skills

A deep dive into embeddings starting from fundamentals

Compute Sentence Embeddings Fast!

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

A blazing fast inference solution for text embeddings models

Call POST /embeddings on Venice. Covers request shape (input, model, encoding_format, dimensions, user), OpenAI compatibility, response compression (gzip/br), and practi…

MTEB: Massive Text Embedding Benchmark

Fast State-of-the-Art Static Embeddings

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

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastT…

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL an…

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

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by…

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

An open-source intelligence (OSINT) analysis tool leveraging GPT-powered embeddings and vector search engines for efficient data processing