Top Python Embeddings repositories on GitHub

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

• python
• search
• nlp
• semantic-search
• vector-search
• txtai

Retrieval and Retrieval-augmented LLMs

• embeddings
• information-retrieval
• llm
• sentence-embeddings
• text-semantic-similarity
• retrieval-augmented-generation

100+ Chinese Word Vectors 上百种预训练中文词向量

• chinese
• chinese-word-segmentation
• embeddings
• word-embeddings
• vectors-trained
• embedding

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://gpt-docs.h2o.ai/

• chatgpt
• llm
• ai
• embeddings
• generative
• gpt

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

• agents
• code-search
• embeddings
• mcp
• mcp-server
• model-context-protocol

Train and evaluate embeddings for similarity search with PyTorch. Includes contrastive losses, hard example mining, samplers, and retrieval metrics.

• metric-learning
• deep-learning
• computer-vision
• machine-learning
• pytorch
• deep-metric-learning

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。

• similarity
• nlp
• text-similarity
• text2vec
• word2vec
• embeddings

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

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

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

• tensorflow
• machine-learning
• transfer-learning
• embeddings
• image-classification
• python

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

• benchmark
• clustering
• information-retrieval
• sentence-transformers
• sts
• text-embedding

Open-source inference server and production cluster for all the models your agent needs.

• embeddings
• vector-search
• data-pipeline
• deep-learning
• information-retrieval
• llm

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

• machine-learning
• convolutional-networks
• embedding-vectors
• embeddings
• computer-vision
• image-processing

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

• embeddings
• openai
• rag
• retrieval
• retrieval-augmented-generation
• vector-search

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).

• deep-learning
• large-language-models
• machine-learning
• prompt-engineering
• python
• embeddings

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

• agent-memory
• claude-code
• claude-code-plugin
• memory
• openclaw
• rag

The collection of pre-trained, state-of-the-art AI models for ailia SDK

• deep-learning
• face-recognition
• face-detection
• object-detection
• object-recognition
• hand-detection

Distributed vector search for AI-native applications

• vectors
• vector-search
• cloud-native
• document-retrieval
• embeddings
• vector-database

Fast State-of-the-Art Static Embeddings

• embeddings
• machine-learning
• model2vec
• nlp
• python
• sentence-transformers

Basic Utilities for PyTorch Natural Language Processing (NLP)

• pytorch
• nlp
• natural-language-processing
• pytorch-nlp
• torchnlp
• data-loader