Repository Index

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

• rag
• tutorials
• langchain
• llama-index

A vector index built on TurboQuant, written in Rust with Python bindings

• ann
• avx512
• embeddings
• faiss

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

• python
• search
• nlp
• semantic-search

Retrieval and Retrieval-augmented LLMs

• embeddings
• information-retrieval
• llm
• sentence-embeddings

100+ Chinese Word Vectors 上百种预训练中文词向量

• chinese
• chinese-word-segmentation
• embeddings
• word-embeddings

A python library for self-supervised learning and latent world models on images.

• deep-learning
• self-supervised-learning
• machine-learning
• computer-vision

A code repository indexing tool to supercharge your LLM experience.

• neovim-plugin
• retrieval-augmented
• embeddings
• rag

Nimfa: Nonnegative matrix factorization in Python

• matrix-factorization
• latent-features
• latent-variable-models
• nonnegative-matrix-factorization

Official library for RaBitQ vector quantization and approximate nearest-neighbor search, in C++ and Python.

• nearest-neighbor-search
• quantization
• vector-database
• vector-search

The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.

• data-harmonization
• data-science
• depression
• harmonisation