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

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

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

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

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

💡 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

Retrieval and Retrieval-augmented LLMs

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

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

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

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

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

Postgres with GPUs for ML/AI apps.

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

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

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

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

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

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

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.

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