embeddings
There are 2278 repositories under embeddings topic.
supabase/supabase
The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
mem0ai/mem0
The Memory layer for AI Agents
chroma-core/chroma
the AI-native open-source embedding database
Embedding/Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
h2oai/h2ogpt
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/
neuml/txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
FlagOpen/FlagEmbedding
Retrieval and Retrieval-augmented LLMs
langchain4j/langchain4j
Java version of LangChain
postgresml/postgresml
Postgres with GPUs for ML/AI apps.
KevinMusgrave/pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
shibing624/text2vec
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。
lancedb/lance
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, and PyTorch with more integrations coming..
Marker-Inc-Korea/AutoRAG
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
tensorflow/hub
A library for transfer learning by reusing parts of TensorFlow models.
brianpetro/obsidian-smart-connections
Chat with your notes & see links to related content with AI embeddings. Use local models or 100+ via APIs like Claude, Gemini, ChatGPT & Llama 3
huggingface/text-embeddings-inference
A blazing fast inference solution for text embeddings models
towhee-io/towhee
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
lightly-ai/lightly
A python library for self-supervised learning on images.
eugeneyan/ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
hegelai/prompttools
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).
SamurAIGPT/EmbedAI
An app to interact privately with your documents using the power of GPT, 100% privately, no data leaks
filipecalegario/awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
iterative/datachain
ETL, Analytics, Versioning for Unstructured Data
PetrochukM/PyTorch-NLP
Basic Utilities for PyTorch Natural Language Processing (NLP)
axinc-ai/ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
vearch/vearch
Distributed vector search for AI-native applications
google/generative-ai-docs
Documentation for Google's Gen AI site - including the Gemini API and Gemma
xlang-ai/instructor-embedding
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
featureform/featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
lilianweng/stock-rnn
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
Kav-K/GPTDiscord
A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!
crmne/ruby_llm
A delightful Ruby way to work with AI. No configuration madness, no complex callbacks, no handler hell – just beautiful, expressive Ruby code.
yongzhuo/Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Hironsan/awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
Mintplex-Labs/vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.