embeddings

There are 81 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 92154
chroma-core / chroma
Open-source search and retrieval database for AI applications.
ai database document-retrieval embeddings llm llms rag rust rust-lang vector-database
Language:Rust 24275
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 12109
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/
ai chatgpt embeddings fedramp generative gpt gpt4all llama2 llm mixtral pdf private privategpt vectorstore
Language:Python 11950
txtai
neuml / txtai
💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
ai artificial-intelligence embeddings information-retrieval language-model large-language-models llm machine-learning nlp python rag retrieval-augmented-generation search search-engine semantic-search sentence-embeddings transformers txtai vector-database vector-search
Language:Python 11793
FlagOpen / FlagEmbedding
Retrieval and Retrieval-augmented LLMs
embeddings information-retrieval llm retrieval-augmented-generation sentence-embeddings text-semantic-similarity
Language:Python 10798
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 9529
apache / seatunnel
SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.
data-integration high-performance offline real-time apache batch cdc change-data-capture data-ingestion elt streaming embeddings llm multimodal
Language:Java 8867
Tencent / WeKnora
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
agent agentic ai chatbot chatbots embeddings evaluation generative-ai golang knowledge-base llm multi-tenant multimodel ollama openai question-answering rag reranking semantic-search vector-search
Language:Go 7434
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 6616
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.
computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning
Language:Python 6249
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 5662
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。
embeddings nlp sentence-embeddings similarity text-similarity text2vec word2vec
Language:Python 4877
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 4388
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 embeddings claude gemini llama3 obsidian obsidian-plugin
Language:JavaScript 4244
huggingface / text-embeddings-inference
A blazing fast inference solution for text embeddings models
ai embeddings huggingface llm ml
Language:Rust 4174
lightly-ai / lightly
A python library for self-supervised learning on images.
computer-vision contrastive-learning contributions-welcome deep-learning embeddings hacktoberfest machine-learning pytorch self-supervised-learning
Language:Python 3608
tensorflow / hub
A library for transfer learning by reusing parts of TensorFlow models.
embeddings image-classification machine-learning ml python tensorflow transfer-learning
Language:Python 3521
towhee-io / towhee
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
computer-vision convolutional-networks embedding-vectors embeddings feature-extraction feature-vector image-processing image-retrieval llm machine-learning milvus pipeline towhee transformer unstructured-data video-processing vision-transformer vit
Language:Python 3429
awesome-generative-ai
filipecalegario / awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
ai-art awesome awesome-list chatgpt dall-e dalle2 embeddings generative-ai gpt-4 llm llm-agent midjourney openai prompt-engineering semantic-search stable-diffusion text-to-image txt2img
3196
crmne / ruby_llm
One beautiful Ruby API for OpenAI, Anthropic, Gemini, Bedrock, OpenRouter, DeepSeek, Ollama, VertexAI, Perplexity, Mistral, GPUStack & OpenAI compatible APIs. Chat, Vision, Audio, PDF, Images, Embeddings, Tools, Streaming & Rails integration.
ai anthropic chatgpt claude deepseek embeddings gemini gpustack image-generation llm mistral ollama openai openrouter perplexity rails ruby vertex-ai
Language:Ruby 3180
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 2951
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
2869
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 2796
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 2695
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 2477
milvus-io / bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
milvus unstructured-data image-search audio-search question-answering deep-learning nlp image-classification image-recognition python embeddings llm rag semantic-search vector-database
Language:Jupyter Notebook 2283
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 2276
vearch
vearch / vearch
Distributed vector search for AI-native applications
vectors vector-search cloud-native document-retrieval embeddings vector-database hybrid-search rag retrieval-augmented-generation ai-native ai-native-database
Language:Go 2240
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 2220
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 2152
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 2087
xlang-ai / instructor-embedding
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
embeddings information-retrieval language-model prompt-retrieval text-classification text-clustering text-embedding text-evaluation text-reranking text-semantic-similarity
Language:Python 2015
featureform
featureform / featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
data-quality data-science embeddings embeddings-similarity feature-engineering feature-store hacktoberfest machine-learning ml mlops python vector-database
Language:Go 1954
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 1940
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 chatbot code-interpreter collaborate dalle2 digitalocean discord embeddings extractive-question-answering github gpt3 hacktoberfest help-wanted moderator-bot multi-modal openai openai-api pinecone python
Language:Python 1853