The open source Firebase alternative.

the AI-native open-source embedding database

100+ Chinese Word Vectors 上百种预训练中文词向量

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/

Personalizing LLM Responses

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.

Sample code and notebooks for Generative AI on Google Cloud

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。

A library for transfer learning by reusing parts of TensorFlow models.

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Java version of LangChain

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

An app to interact privately with your documents using the power of GPT, 100% privately, no data leaks

A python library for self-supervised learning on images.

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).