embeddings

There are 72 repositories under embeddings topic.

supabase
supabase / supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
ai alternative auth database deno embeddings example firebase nextjs oauth2 pgvector postgis postgres postgresql postgrest realtime supabase vectors websockets
Language:TypeScript 88635
mem0ai / mem0
Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management.
ai chatgpt llm python chatbots rag application long-term-memory memory memory-management state-management ai-agents agents genai
Language:Python 39860
chroma-core / chroma
Open-source search and retrieval database for AI applications.
embeddings document-retrieval llms database llm rag rust rust-lang vector-database ai
Language:Rust 23310
Embedding / Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chinese chinese-word-segmentation embedding embeddings vectors-trained word-embeddings
Language:Python 11979
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/
chatgpt llm ai embeddings generative gpt gpt4all pdf private privategpt vectorstore llama2 mixtral
Language:Python 11912
txtai
neuml / txtai
💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
python search machine-learning nlp semantic-search vector-search txtai llm vector-database language-model transformers sentence-embeddings large-language-models information-retrieval search-engine embeddings retrieval-augmented-generation rag ai artificial-intelligence
Language:Python 11571
FlagOpen / FlagEmbedding
Retrieval and Retrieval-augmented LLMs
embeddings information-retrieval llm retrieval-augmented-generation sentence-embeddings text-semantic-similarity
Language:Python 10527
langchain4j / langchain4j
LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks.
huggingface java langchain openai chatgpt gpt llama milvus pinecone onnx embeddings vector-database chroma gemini ollama anthropic openai-api pgvector llm llms
Language:Java 8996
postgresml / postgresml
Postgres with GPUs for ML/AI apps.
ai ann approximate-nearest-neighbor-search artificial-intelligence classification clustering embeddings forecasting knn llm machine-learning ml postgres rag regression sql vector-database
Language:Rust 6479
pytorch-metric-learning
KevinMusgrave / pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
metric-learning deep-learning computer-vision machine-learning pytorch deep-metric-learning image-retrieval self-supervised-learning contrastive-learning embeddings
Language:Python 6227
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..
apache-arrow computer-vision data-analysis data-analytics data-centric data-format data-science dataops deep-learning duckdb embeddings llms machine-learning mlops python rust
Language:Rust 5380
text2vec
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。
similarity nlp text-similarity text2vec word2vec embeddings sentence-embeddings
Language:Python 4847
AutoRAG
Marker-Inc-Korea / AutoRAG
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
analysis automl benchmarking document-parser embeddings evaluation llm llm-evaluation llm-ops open-source ops optimization pipeline python qa rag rag-evaluation retrieval-augmented-generation
Language:Python 4270
obsidian-smart-connections
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
chatgpt claude embeddings gemini llama3 obsidian obsidian-plugin
Language:JavaScript 4106
lightly-ai / lightly
A python library for self-supervised learning on images.
deep-learning self-supervised-learning machine-learning computer-vision pytorch embeddings contrastive-learning hacktoberfest contributions-welcome
Language:Python 3536
tensorflow / hub
A library for transfer learning by reusing parts of TensorFlow models.
tensorflow machine-learning transfer-learning embeddings image-classification python ml
Language:Python 3513
towhee-io / towhee
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 video-processing feature-extraction image-retrieval unstructured-data feature-vector transformer milvus towhee vision-transformer vit pipeline llm
Language:Python 3422
huggingface / text-embeddings-inference
A blazing fast inference solution for text embeddings models
ai embeddings huggingface llm ml
Language:Rust 3405
awesome-generative-ai
filipecalegario / awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
awesome-list awesome dall-e dalle2 midjourney prompt-engineering ai-art txt2img text-to-image generative-ai chatgpt embeddings gpt-4 semantic-search stable-diffusion llm llm-agent openai
3065
ml-surveys
eugeneyan / ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
computer-vision deep-learning embeddings machine-learning nlp recommender-system reinforcement-learning survey
2850
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).
deep-learning developer-tools embeddings large-language-models llms machine-learning prompt-engineering python vector-search
Language:Python 2828
SamurAIGPT / EmbedAI
An app to interact privately with your documents using the power of GPT, 100% privately, no data leaks
chatbot chatgpt gpt gpt4 langchain openai privategpt embedai embeddings generative gpt4all models vectorstore whisper
Language:JavaScript 2804
datachain
iterative / datachain
ETL, Analytics, Versioning for Unstructured Data
ai cv data-analytics data-wrangling embeddings llm llm-eval machine-learning mlops multimodal
Language:Python 2496
axinc-ai / ailia-models
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 fashion-ai image-classification pose-estimation image-segmentation object-tracking anomaly-detection action-recognition background-removal audio-processing crowd-counting gan neural-network embeddings llm
Language:Python 2254
PetrochukM / PyTorch-NLP
Basic Utilities for PyTorch Natural Language Processing (NLP)
data-loader dataset deep-learning embeddings machine-learning metrics natural-language-processing neural-network nlp python pytorch pytorch-nlp sru torchnlp word-vectors
Language:Python 2222
vearch
vearch / vearch
Distributed vector search for AI-native applications
ai-native ai-native-database cloud-native document-retrieval embeddings hybrid-search rag retrieval-augmented-generation vector-database vector-search vectors
Language:Go 2154
vector-admin
Mintplex-Labs / vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
ai aitools chroma database-management document-retrieval embeddings langchain llms pinecone vector-data-management vector-database vector-database-embedding vectordatabase weaviate ai-agents flowise langchain-js qdrant vector-search vectorspace
Language:TypeScript 2036
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.
llm ruby ai anthropic chatgpt claude dall-e embeddings gemini image-generation openai rails deepseek
Language:Ruby 1976
google / generative-ai-docs
Documentation for Google's Gen AI site - including the Gemini API and Gemma
ai chatbot documentation embeddings llm machine-learning gemini gemini-api gemma
Language:Jupyter Notebook 1954
featureform
featureform / featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
machine-learning data-science vector-database embeddings-similarity embeddings hacktoberfest feature-store mlops data-quality feature-engineering ml python
Language:Go 1942
qdrant / fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
embeddings openai rag retrieval retrieval-augmented-generation vector-search
Language:Python 1940
xlang-ai / instructor-embedding
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
embeddings information-retrieval language-model text-classification text-clustering text-embedding text-evaluation text-semantic-similarity prompt-retrieval text-reranking
Language:Python 1930
lilianweng / stock-rnn
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
lstm rnn-tensorflow stock-price-prediction embeddings
Language:Python 1927
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!
artificial-intelligence asyncio gpt3 help-wanted openai openai-api python dalle2 embeddings extractive-question-answering pinecone moderator-bot hacktoberfest github digitalocean multi-modal collaborate chatbot code-interpreter discord
Language:Python 1841
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
text-classification keras rcnn dcnn charcnn bert nlp textcnn fasttext dpcnn embeddings capsule vdcnn crnn han xlnet albert keras-textclassification leam transformer
Language:Python 1812
Hironsan / awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
awesome embedding-models embeddings machine-learning natural-language-processing papers word2vec
Language:Jupyter Notebook 1783