AI Agent Skills

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

A blazing fast inference solution for text embeddings models

A deep dive into embeddings starting from fundamentals

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.

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

MTEB: Massive Text Embedding Benchmark

🤖 A Python library for learning and evaluating knowledge graph embeddings

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

Rust library for generating vector embeddings, reranking locally!

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training wo…

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics et…

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

One sentence creates an AI-driven world — generate maps, characters, and watch stories emerge on their own. 一句话生成一个AI自主驱动的世界.

Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.