embedding-models 开源项目推荐（455 个）

volcengine /MineContext

MineContext 是你的主动式上下文感知 AI 伙伴（Context-Engineering+ChatGPT Pulse）

Separius /awesome-sentence-embedding

预先训练的句子和单词嵌入模型的精心策划列表

Hironsan /awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

Tencent /WeMM-Embedding

WeMM-Embedding is a family of universal multimodal embedding models by the WeChat Vision Team at Tencent, supporting multimodal understanding and retrieval.

ContextualAI /gritlm

Generative Representational Instruction Tuning

Denis2054 /RAG-Driven-Generative-AI

该仓库提供利用OpenAI和Hugging Face模型的强大功能，构建生成式AI的检索增强生成（RAG）代码，包括LlamaIndex、Deep Lake和Pinecone。

Sujit-O /pykg2vec

Python library for knowledge graph embedding and representation learning.

marl /openl3

OpenL3: Open-source deep audio and image embeddings

BBC-Esq /VectorDB-Plugin

允许您就文档、音频和视频文件提问的程序。

mana-ysh /knowledge-graph-embeddings

Implementations of Embedding-based methods for Knowledge Base Completion tasks

CVxTz /image_search_engine

Image search engine

yusufhilmi /client-vector-search

A client side vector search library that can embed, store, search, and cache vectors. Works on the browser and node. It outperforms OpenAI's text-embedding-ada-002 and is way faster than Pinecone and other VectorDBs.

lgalke /vec4ir

Word Embeddings for Information Retrieval

mangopy /tool-retrieval-benchmark

Official code for ACL2025 "🔍 Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models"

spcl /ncc

Neural Code Comprehension: A Learnable Representation of Code Semantics

akutuzov /webvectors

Web-ify your word2vec: framework to serve distributional semantic models online

ALucek /QuicKB

Optimize Document Retrieval with Fine-Tuned KnowledgeBases

Ratnesh-181998 /AI-Engineer

人工智能工程 特别主题——智能人工智能与生成式人工智能解释

jgraving /selfsne

Self-Supervised Noise Embeddings (Self-SNE)

formath /tensorflow-predictor-cpp

tensorflow prediction using c++ api