Uniem alternatives for AI agents.

Retrieval and Retrieval-augmented LLMs

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。

Fast State-of-the-Art Static Embeddings

Bringing BERT into modernity via both architecture changes and scaling

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

100+ Chinese Word Vectors 上百种预训练中文词向量

Solves basic Russian NLP tasks, API for lower level Natasha projects

A blazing fast inference solution for text embeddings models

Implementation of the node2vec algorithm.

VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.

Nomic Developer API SDK

A tool for learning vector representations of words and entities from Wikipedia

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

The Clay Foundation Model - An open source AI model and interface for Earth

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

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