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

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

• 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

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

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

A vector index built on TurboQuant, written in Rust with Python bindings

• ann
• avx512
• embeddings
• faiss
• nearest-neighbor
• neon

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

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.

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

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

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

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

• agents
• code-search
• embeddings
• mcp
• mcp-server
• model-context-protocol

Memory library for building stateful agents

• ai
• llm
• memory
• personalization
• embeddings
• rag

Find related notes and excerpts while writing. Your link building copilot displays relevant content in graph + list view. A local embedding model powers semantic search. Zero setup. No API key.

• chatgpt
• embeddings
• claude
• gemini
• obsidian
• obsidian-plugin

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

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 delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.

• 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