Top Embeddings repositories on GitHub

The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

• firebase
• supabase
• realtime
• postgrest
• postgres
• postgresql

A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future sessions.

• ai
• ai-agents
• ai-memory
• anthropic
• artificial-intelligence
• claude

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

• rag
• tutorials
• langchain
• llama-index
• llms
• python

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

• agent
• agentic
• ai
• golang
• llm
• ollama

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

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

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

LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.

• huggingface
• java
• langchain
• openai
• chatgpt
• gpt

Retrieval and Retrieval-augmented LLMs

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

SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

• data-integration
• high-performance
• offline
• real-time
• apache
• batch

InsForge is a Postgres-based backend with auth, storage, compute, hosting, and AI gateway. Built for coding agents.

• ai
• ai-agents
• coding
• oauth2
• postgresql
• deno

Postgres with GPUs for ML/AI apps.

• ml
• machine-learning
• ai
• ann
• artificial-intelligence
• classification

Open Lakehouse Format for Multimodal AI. 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..

• machine-learning
• computer-vision
• data-format
• deep-learning
• python
• apache-arrow

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

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

• machine-learning
• python
• data-engineering
• distributed-computing
• rust
• big-data

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

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

A blazing fast inference solution for text embeddings models

• ai
• embeddings
• huggingface
• llm
• ml

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

• analysis
• automl
• benchmarking
• document-parser
• embeddings
• evaluation

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

• ai
• ai-agents
• ai-infrastructure
• ai-memory
• artificial-intelligence
• cognitive-architecture

One beautiful Ruby API for OpenAI, Anthropic, Gemini, Bedrock, Azure, OpenRouter, DeepSeek, Ollama, VertexAI, Perplexity, Mistral, xAI, GPUStack & OpenAI compatible APIs. Agents, Chat, Vision, Audio, PDF, Images, Embeddings, Tools, Streaming & Rails integration.

• llm
• ruby
• ai
• anthropic
• chatgpt
• claude

A python library for self-supervised learning 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

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

A curated list of Generative AI tools, works, models, and references

• awesome-list
• awesome
• dall-e
• dalle2
• midjourney
• prompt-engineering